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Song K, Xiong H, Zhao X, Wang J, Yang Z, Han L. In-situ registration subtraction image segmentation algorithm for spatiotemporal visualization of copper adsorption onto corn stalk-derived pellet biochar by micro-computed tomography. BIORESOURCE TECHNOLOGY 2024; 397:130440. [PMID: 38346594 DOI: 10.1016/j.biortech.2024.130440] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/25/2023] [Revised: 02/04/2024] [Accepted: 02/07/2024] [Indexed: 02/23/2024]
Abstract
The non-homogeneous structure and high-density ash composition of biochar matrix pose significant challenges in characterizing the dynamic changes of heavy metal adsorption onto biochar with micro-computed tomography (Micro-CT). A novel in-situ registration subtraction image segmentation method (IRS) was developed to enhance micro-CT characterization accuracy. The kinetics of Cu(II) adsorption onto pellet biochar derived from corn stalks were tested. Respectively, the IRS and traditional K-means algorithms were used for image segmentation to the in-situ three-dimensional (3D) visual characterization of the Cu(II) adsorption onto biochar. The results indicated that the IRS algorithm reduced interference from high-density biochar composition, and thus achieved more precise results (R2 = 0.95) than that of K-means (R2 = 0.72). The visualized dynamic migration of Cu(II) from surface adsorption to intraparticle diffusion reflexed the complex mechanism of heavy metal adsorption. The developed Micro-CT method with high generalizability has great potential for studying the process and mechanism of biochar heavy metal adsorption.
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Affiliation(s)
- Kai Song
- Engineering Laboratory for AgroBiomass Recycling & Valorizing, College of Engineering, China Agricultural University, Box 191, Beijing 100083, China.
| | - Haoxiang Xiong
- Engineering Laboratory for AgroBiomass Recycling & Valorizing, College of Engineering, China Agricultural University, Box 191, Beijing 100083, China.
| | - Xiaojing Zhao
- Engineering Laboratory for AgroBiomass Recycling & Valorizing, College of Engineering, China Agricultural University, Box 191, Beijing 100083, China.
| | - Jieyu Wang
- Engineering Laboratory for AgroBiomass Recycling & Valorizing, College of Engineering, China Agricultural University, Box 191, Beijing 100083, China.
| | - Zengling Yang
- Engineering Laboratory for AgroBiomass Recycling & Valorizing, College of Engineering, China Agricultural University, Box 191, Beijing 100083, China.
| | - Lujia Han
- Engineering Laboratory for AgroBiomass Recycling & Valorizing, College of Engineering, China Agricultural University, Box 191, Beijing 100083, China.
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Kunieda K, Makihara K, Yamada S, Yamaguchi M, Nakamura T, Terada Y. Brain Structures in a Human Embryo Imaged with MR Microscopy. Magn Reson Med Sci 2024:mp.2023-0110. [PMID: 38369336 DOI: 10.2463/mrms.mp.2023-0110] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/20/2024] Open
Abstract
PURPOSE To delineate brain microstructures in human embryos during the formation of the various major primordia by MR microscopy, with different contrasts appropriate for each target. METHODS We focused mainly on the internal structures in the cerebral cortex and the accessory nerves of the brain. To find appropriate sequence parameters, we measured nuclear magnetic resonance (NMR) parameters and created kernel density plots of T1 and T2 values. We performed T1-weighted gradient echo imaging with parameters similar to those used in the previous studies. We performed T2*-weighted gradient echo imaging to delineate the target structures with the appropriate sequence parameters according to the NMR parameter and flip angle measurements. We also performed high-resolution imaging with both T1- and T2*-weighted sequences. RESULTS T1, T2, and T2* values of the target tissues were positively correlated and shorter than those of the surrounding tissues. In T1-weighted images with a voxel size of (30 µm)3 and (20 µm)3, various organs and tissues and the agarose gel were differentiated as in previous studies, and the structure of approximately 40 µm in size was depicted, but the detailed structures within the cerebral cortex and the accessory nerves were not delineated. In T2*-weighted images with a voxel size of (30 µm)3, the layered structure within the cerebral cortex and the accessory nerves were clearly visualized. Overall, T1-weighted images provided more information than T2*-weighted images, but important internal brain structures of interest were visible only in T2*-weighted images. Therefore, it is essential to perform MR microscopy with different contrasts. CONCLUSION We have visualized brain structures in a human embryo that had not previously been delineated by MR microscopy. We discussed pulse sequences appropriate for the structures of interest. This methodology would provide a way to visualize crucial embryological information about the anatomical structure of human embryos.
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Affiliation(s)
- Kazuki Kunieda
- Institute of Pure and Applied Physics, University of Tsukuba, Tsukuba, Ibaraki, Japan
| | - Kazuyuki Makihara
- Institute of Pure and Applied Physics, University of Tsukuba, Tsukuba, Ibaraki, Japan
| | - Shigehito Yamada
- Congenital Anomaly Research Center, Kyoto University Graduate School of Medicine, Kyoto, Kyoto, Japan
| | - Masayuki Yamaguchi
- Department of Diagnostic Radiology, National Cancer Center Hospital East, Kashiwa, Chiba, Japan
- Division of Functional Imaging, Exploratory Oncology Research & Clinical Trial Center, National Cancer Center, Kashiwa, Chiba, Japan
| | - Takashi Nakamura
- Molecular Characterization Unit, Center for Sustainable Resource Research, RIKEN, Wako, Saitama, Japan
| | - Yasuhiko Terada
- Institute of Pure and Applied Physics, University of Tsukuba, Tsukuba, Ibaraki, Japan
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Simcock IC, Shelmerdine SC, Hutchinson JC, Sebire NJ, Arthurs OJ. Body weight-based iodinated contrast immersion timing for human fetal postmortem microfocus computed tomography. BJR Open 2024; 6:tzad006. [PMID: 38352185 PMCID: PMC10860501 DOI: 10.1093/bjro/tzad006] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/25/2022] [Revised: 06/27/2023] [Accepted: 10/13/2023] [Indexed: 02/16/2024] Open
Abstract
Objectives The aim of this study was to evaluate the length of time required to achieve full iodination using potassium tri-iodide as a contrast agent, prior to human fetal postmortem microfocus computed tomography (micro-CT) imaging. Methods Prospective assessment of optimal contrast iodination was conducted across 157 human fetuses (postmortem weight range 2-298 g; gestational age range 12-37 weeks), following micro-CT imaging. Simple linear regression was conducted to analyse which fetal demographic factors could produce the most accurate estimate for optimal iodination time. Results Postmortem body weight (r2 = 0.6435) was better correlated with iodination time than gestational age (r2 = 0.1384), producing a line of best fit, y = [0.0304 × body weight (g)] - 2.2103. This can be simplified for clinical use whereby immersion time (days) = [0.03 × body weight (g)] - 2.2. Using this formula, for example, a 100-g fetus would take 5.2 days to reach optimal contrast enhancement. Conclusions The simplified equation can now be used to provide estimation times for fetal contrast preparation time prior to micro-CT imaging and can be used to manage service throughput and parental expectation for return of their fetus. Advances in knowledge A simple equation from empirical data can now be used to estimate preparation time for human fetal postmortem micro-CT imaging.
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Affiliation(s)
- Ian C Simcock
- Department of Clinical Radiology, Great Ormond Street Hospital for Children, London WC1N 3JH, United Kingdom
- UCL Great Ormond Street Institute of Child Health, Great Ormond Street Hospital for Children, London WC1N 1EH, United Kingdom
- NIHR Great Ormond Street Hospital Biomedical Research Centre, London WC1N 1EH, United Kingdom
| | - Susan C Shelmerdine
- Department of Clinical Radiology, Great Ormond Street Hospital for Children, London WC1N 3JH, United Kingdom
- UCL Great Ormond Street Institute of Child Health, Great Ormond Street Hospital for Children, London WC1N 1EH, United Kingdom
- NIHR Great Ormond Street Hospital Biomedical Research Centre, London WC1N 1EH, United Kingdom
| | - John Ciaran Hutchinson
- NIHR Great Ormond Street Hospital Biomedical Research Centre, London WC1N 1EH, United Kingdom
- Department of Histopathology, Great Ormond Street Hospital for Children, London WC1N 3JH, United Kingdom
| | - Neil J Sebire
- UCL Great Ormond Street Institute of Child Health, Great Ormond Street Hospital for Children, London WC1N 1EH, United Kingdom
- NIHR Great Ormond Street Hospital Biomedical Research Centre, London WC1N 1EH, United Kingdom
- Department of Histopathology, Great Ormond Street Hospital for Children, London WC1N 3JH, United Kingdom
| | - Owen J Arthurs
- Department of Clinical Radiology, Great Ormond Street Hospital for Children, London WC1N 3JH, United Kingdom
- UCL Great Ormond Street Institute of Child Health, Great Ormond Street Hospital for Children, London WC1N 1EH, United Kingdom
- NIHR Great Ormond Street Hospital Biomedical Research Centre, London WC1N 1EH, United Kingdom
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Josemans SH, van der Post AS, Strijkers GJ, Dawood Y, van den Hoff MJB, Jens SRJ, Obdeijn MC, Oostra RJ, Maas M. Ultra-high-field MRI of postmortem human fetal wrist joints: initial experience. Eur Radiol Exp 2023; 7:28. [PMID: 37271766 DOI: 10.1186/s41747-023-00341-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/16/2023] [Accepted: 03/31/2023] [Indexed: 06/06/2023] Open
Abstract
BACKGROUND This study aimed to assess the feasibility of postmortem ultra-high-field magnetic resonance imaging (UHF-MRI) to study fetal musculoskeletal anatomy and explore the contribution of variation in iodine and formaldehyde (paraformaldehyde, PFA) treatment of tissue. METHODS Seven upper extremities from human fetuses with gestational ages of 19 to 24 weeks were included in this experimental study, approved by the Medical Research Ethics Committee. The specimens were treated with various storage (0.2-4% PFA) and staining (Lugol's solution) protocols and the wrist joint was subsequently imaged with 7.0 T UHF-MRI. Soft-tissue contrast was quantified by determining regions of interest within a chondrified carpal bone (CCB) from the proximal row, the triangular fibrocartilage (TFC), and the pronator quadratus muscle (PQM) and calculating the contrast ratios (CRs) between mean signal intensities of CCB to TFC and CCB to PQM. RESULTS UHF-MRI showed excellent soft-tissue contrast in different musculoskeletal tissues. Increasing storage time in 4% PFA, CRs decreased, resulting in a shift from relatively hyperintense to hypointense identification of the CCB. Storage in 0.2% PFA barely influenced the CRs over time. Lugol's solution caused an increase in CRs and might have even contributed to the inversion of the CRs. CONCLUSIONS UHF-MRI is a feasible technique to image musculoskeletal structures in fetal upper extremities and most successful after short storage in 4% PFA or prolonged storage in 0.2% PFA. The use of Lugol's solution is not detrimental on soft-tissue MRI contrast and therefore enables effectively combining UHF-MRI with contrast-enhanced micro-computed tomography using a single preparation of the specimen. RELEVANCE STATEMENT UHF-MRI can be performed after CE-micro-CT to take advantage of both techniques. KEY POINTS • UHF-MRI is feasible to study human fetal cartilaginous and ligamentous anatomy. • Storage in low PFA concentrations (i.e., 0.2%) improves soft-tissue contrast in UHF-MRI. • Limited preservation time in high concentrations of PFA improves soft-tissue contrast in UHF-MRI. • Prior staining with Lugol's solution does not reduce soft-tissue contrast in UHF-MRI.
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Affiliation(s)
- Sabine H Josemans
- Department of Radiology and Nuclear Medicine, Amsterdam UMC Location University of Amsterdam, Meibergdreef 9, 1105 AZ, Amsterdam, The Netherlands
| | - Anne-Sophie van der Post
- Department of Radiology and Nuclear Medicine, Amsterdam UMC Location University of Amsterdam, Meibergdreef 9, 1105 AZ, Amsterdam, The Netherlands.
- Sports and Musculoskeletal Health, Amsterdam Movement Sciences, Amsterdam, The Netherlands.
| | - Gustav J Strijkers
- Biomedical Engineering and Physics, Amsterdam UMC Location University of Amsterdam, Amsterdam, The Netherlands
| | - Yousif Dawood
- Medical Biology, Amsterdam UMC Location University of Amsterdam, Amsterdam, The Netherlands
| | | | - Sjoerd R J Jens
- Radiology and Nuclear Medicine, Rijnstate Hospital, Arnhem, The Netherlands
| | - Miryam C Obdeijn
- Plastic, Reconstructive and Hand Surgery, Amsterdam UMC Location University of Amsterdam, Amsterdam, The Netherlands
| | - Roelof-Jan Oostra
- Medical Biology, Amsterdam UMC Location University of Amsterdam, Amsterdam, The Netherlands
| | - Mario Maas
- Department of Radiology and Nuclear Medicine, Amsterdam UMC Location University of Amsterdam, Meibergdreef 9, 1105 AZ, Amsterdam, The Netherlands
- Sports and Musculoskeletal Health, Amsterdam Movement Sciences, Amsterdam, The Netherlands
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Leyssens L, Balcaen T, Pétréa M, Ayllón NB, Aazmani WE, de Pierpont A, Pyka G, Lacroix V, Kerckhofs G. Non-destructive 3D characterization of the blood vessel wall microstructure in different species and blood vessel types using contrast-enhanced microCT and comparison with synthetic vascular grafts. Acta Biomater 2023; 164:303-316. [PMID: 37072066 DOI: 10.1016/j.actbio.2023.04.013] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/19/2022] [Revised: 03/14/2023] [Accepted: 04/07/2023] [Indexed: 04/20/2023]
Abstract
To improve the current treatment for vascular diseases, such as vascular grafts, intravascular stents, and balloon angioplasty intervention, the evaluation of the native blood vessel microstructure in full 3D could be beneficial. For this purpose, we used contrast-enhanced X-ray microfocus computed tomography (CECT): a combination of X-ray microfocus computed tomography (microCT) and contrast-enhancing staining agents (CESAs) containing high atomic number elements. In this work, we performed a comparative study based on staining time and contrast-enhancement of 2 CESAs: Monolacunary and 1:2 Hafnium-substituted Wells-Dawson polyoxometalate (Mono-WD POM and Hf-WD POM, respectively) for imaging of the porcine aorta. After showing the advantages of Hf-WD POM in terms of contrast enhancement, we expanded our imaging to other species (rat, porcine, and human) and other types of blood vessels (porcine aorta, femoral artery, and vena cava), clearly indicating microstructural differences between different types of blood vessels and different species. We then showed the possibility to extract useful 3D quantitative information from the rat and porcine aortic wall, potentially to be used for computational modeling or for future design optimization of graft materials. Finally, a structural comparison with existing synthetic vascular grafts was made. This information will allow to better understand the in vivo functioning of native blood vessels and to improve the current disease treatments. STATEMENT OF SIGNIFICANCE: Synthetic vascular grafts, used as treatment for some cardiovascular diseases, still often fail clinically, potentially because of a mismatch in mechanical behaviour between the native blood vessel and the graft. To better understand the causes of this mismatch, we studied the full 3D microstructure of blood vessels. For this, we identified Hafnium-substituted Wells-Dawson polyoxometalate as contrast-enhancing staining agent to perform contrast-enhanced X-ray microfocus computed tomography. This technique allowed to show important differences in the microstructure of different types of blood vessels and in different species, as well as with that of synthetic grafts. This information can lead to a better understanding of the functioning of blood vessels and will allow to improve current disease treatments, such as vascular grafts.
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Affiliation(s)
- Lisa Leyssens
- Mechatronic, Electrical Energy and Dynamic Systems, Institute of Mechanics, Materials, and Civil Engineering, UCLouvain, 1348 Louvain-la-Neuve, Belgium; Pole of Morphology, Institute of Experimental and Clinical Research, UCLouvain, 1200 Woluwe-Saint-Lambert, Belgium
| | - Tim Balcaen
- Mechatronic, Electrical Energy and Dynamic Systems, Institute of Mechanics, Materials, and Civil Engineering, UCLouvain, 1348 Louvain-la-Neuve, Belgium; Pole of Morphology, Institute of Experimental and Clinical Research, UCLouvain, 1200 Woluwe-Saint-Lambert, Belgium; MolDesignS, Sustainable Chemistry for Metals and Molecules, Department of Chemistry, KU Leuven, 3001 Leuven, Belgium
| | - Maïté Pétréa
- Department BioMechanics, KU Leuven, 3001 Leuven, Belgium
| | - Natalia Béjar Ayllón
- Mechatronic, Electrical Energy and Dynamic Systems, Institute of Mechanics, Materials, and Civil Engineering, UCLouvain, 1348 Louvain-la-Neuve, Belgium
| | - Walid El Aazmani
- Pole of Morphology, Institute of Experimental and Clinical Research, UCLouvain, 1200 Woluwe-Saint-Lambert, Belgium
| | - Alix de Pierpont
- Mechatronic, Electrical Energy and Dynamic Systems, Institute of Mechanics, Materials, and Civil Engineering, UCLouvain, 1348 Louvain-la-Neuve, Belgium
| | - Grzegorz Pyka
- Mechatronic, Electrical Energy and Dynamic Systems, Institute of Mechanics, Materials, and Civil Engineering, UCLouvain, 1348 Louvain-la-Neuve, Belgium; Pole of Morphology, Institute of Experimental and Clinical Research, UCLouvain, 1200 Woluwe-Saint-Lambert, Belgium
| | - Valérie Lacroix
- Pole of Cardiovascular Research, Institute of Experimental and Clinical Research, UCLouvain, 1200 Woluwe-Saint-Lambert, Belgium; Cliniques Universitaires Saint-Luc, Service de chirurgie cardiovasculaire et thoracique, 1200 Woluwe-Saint-Lambert, Belgium
| | - Greet Kerckhofs
- Mechatronic, Electrical Energy and Dynamic Systems, Institute of Mechanics, Materials, and Civil Engineering, UCLouvain, 1348 Louvain-la-Neuve, Belgium; Pole of Morphology, Institute of Experimental and Clinical Research, UCLouvain, 1200 Woluwe-Saint-Lambert, Belgium; Department of Materials Engineering, KU Leuven, 3001 Leuven, Belgium; Prometheus, Division of Skeletal Tissue Engineering, KU Leuven, 3000 Leuven, Belgium.
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Docter D, Dawood Y, Jacobs K, Hagoort J, Oostra RJ, van den Hoff MJB, Arthurs OJ, de Bakker BS. Microfocus computed tomography for fetal postmortem imaging: an overview. Pediatr Radiol 2023; 53:632-639. [PMID: 36169668 PMCID: PMC10027643 DOI: 10.1007/s00247-022-05517-1] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/26/2022] [Revised: 07/18/2022] [Accepted: 09/06/2022] [Indexed: 10/14/2022]
Abstract
Over the last few years, fetal postmortem microfocus computed tomography (micro-CT) imaging has increased in popularity for both diagnostic and research purposes. Micro-CT imaging could be a substitute for autopsy, particularly in very early gestation fetuses for whom autopsy can be technically challenging and is often unaccepted by parents. This article provides an overview of the latest research in fetal postmortem micro-CT imaging with a focus on diagnostic accuracy, endovascular staining approaches, placental studies and the reversibility of staining. It also discusses new methods that could prove helpful for micro-CT of larger fetuses. While more research is needed, contrast-enhanced micro-CT has the potential to become a suitable alternative to fetal autopsy. Further research using this novel imaging tool could yield wider applications, such as its practise in imaging rare museum specimens.
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Affiliation(s)
- Daniël Docter
- Department of Medical Biology, Amsterdam UMC at University of Amsterdam, Amsterdam, The Netherlands
| | - Yousif Dawood
- Department of Medical Biology, Amsterdam UMC at University of Amsterdam, Amsterdam, The Netherlands
- Department of Obstetrics and Gynecology, Amsterdam UMC at University of Amsterdam, Meibergdreef 9, Amsterdam, The Netherlands
- Amsterdam Reproduction and Development Research Institute, Amsterdam, The Netherlands
| | - Karl Jacobs
- Department of Medical Biology, Amsterdam UMC at University of Amsterdam, Amsterdam, The Netherlands
- Amsterdam Reproduction and Development Research Institute, Amsterdam, The Netherlands
- Department of Oral Pain and Dysfunction, Functional Anatomy, Academic Centre for Dentistry Amsterdam (ACTA), University of Amsterdam and VU University Amsterdam, Amsterdam, The Netherlands
| | - Jaco Hagoort
- Department of Medical Biology, Amsterdam UMC at University of Amsterdam, Amsterdam, The Netherlands
| | - Roelof-Jan Oostra
- Department of Medical Biology, Amsterdam UMC at University of Amsterdam, Amsterdam, The Netherlands
| | - Maurice J B van den Hoff
- Department of Medical Biology, Amsterdam UMC at University of Amsterdam, Amsterdam, The Netherlands
- Amsterdam Reproduction and Development Research Institute, Amsterdam, The Netherlands
| | - Owen J Arthurs
- Department of Radiology, Great Ormond Street Hospital for Children NHS Foundation Trust, London, UK
- National Institute for Health Research, Great Ormond Street Hospital Biomedical Research Center, London, UK
| | - Bernadette S de Bakker
- Department of Obstetrics and Gynecology, Amsterdam UMC at University of Amsterdam, Meibergdreef 9, Amsterdam, The Netherlands.
- Amsterdam Reproduction and Development Research Institute, Amsterdam, The Netherlands.
- Department of Pediatric Surgery, Erasmus MC - Sophia Children's Hospital, University Medical Center Rotterdam, Rotterdam, The Netherlands.
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Papazoglou AS, Karagiannidis E, Liatsos A, Bompoti A, Moysidis DV, Arvanitidis C, Tsolaki F, Tsagkaropoulos S, Theocharis S, Tagarakis G, Michaelson JS, Herrmann MD. Volumetric Tissue Imaging of Surgical Tissue Specimens Using Micro-Computed Tomography: An Emerging Digital Pathology Modality for Nondestructive, Slide-Free Microscopy-Clinical Applications of Digital Pathology in 3 Dimensions. Am J Clin Pathol 2023; 159:242-254. [PMID: 36478204 DOI: 10.1093/ajcp/aqac143] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/16/2022] [Accepted: 10/14/2022] [Indexed: 12/14/2022] Open
Abstract
OBJECTIVES Micro-computed tomography (micro-CT) is a novel, nondestructive, slide-free digital imaging modality that enables the acquisition of high-resolution, volumetric images of intact surgical tissue specimens. The aim of this systematic mapping review is to provide a comprehensive overview of the available literature on clinical applications of micro-CT tissue imaging and to assess its relevance and readiness for pathology practice. METHODS A computerized literature search was performed in the PubMed, Scopus, Web of Science, and CENTRAL databases. To gain insight into regulatory and financial considerations for performing and examining micro-CT imaging procedures in a clinical setting, additional searches were performed in medical device databases. RESULTS Our search identified 141 scientific articles published between 2000 and 2021 that described clinical applications of micro-CT tissue imaging. The number of relevant publications is progressively increasing, with the specialties of pulmonology, cardiology, otolaryngology, and oncology being most commonly concerned. The included studies were mostly performed in pathology departments. Current micro-CT devices have already been cleared for clinical use, and a Current Procedural Terminology (CPT) code exists for reimbursement of micro-CT imaging procedures. CONCLUSIONS Micro-CT tissue imaging enables accurate volumetric measurements and evaluations of entire surgical specimens at microscopic resolution across a wide range of clinical applications.
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Affiliation(s)
| | - Efstratios Karagiannidis
- First Department of Cardiology, AHEPA University Hospital, Aristotle University of Thessaloniki, Thessaloniki, Greece
| | - Alexandros Liatsos
- First Department of Cardiology, AHEPA University Hospital, Aristotle University of Thessaloniki, Thessaloniki, Greece
| | - Andreana Bompoti
- Diagnostic Imaging, Peterborough City Hospital, North West Anglia NHS Foundation Trust, Peterborough, UK
| | - Dimitrios V Moysidis
- First Department of Cardiology, AHEPA University Hospital, Aristotle University of Thessaloniki, Thessaloniki, Greece
| | - Christos Arvanitidis
- Institute of Marine Biology, Biotechnology and Aquaculture, Hellenic Centre for Marine Research, Heraklion, Crete, Greece.,LifeWatch ERIC, Sector II-II, Seville, Spain
| | - Fani Tsolaki
- Department of Cardiothoracic Surgery, AHEPA University Hospital, Thessaloniki, Greece
| | | | - Stamatios Theocharis
- First Department of Pathology, National and Kapoditrian University of Athens, Athens, Greece
| | - Georgios Tagarakis
- Department of Cardiothoracic Surgery, AHEPA University Hospital, Thessaloniki, Greece
| | - James S Michaelson
- Department of Pathology, Massachusetts General Hospital and Harvard Medical School, Boston, MA, USA
| | - Markus D Herrmann
- Department of Pathology, Massachusetts General Hospital and Harvard Medical School, Boston, MA, USA
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8
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Chambers G, Shelmerdine SC, Aertsen M, Dohna M, Goergen SK, Johnson K, Klein WM, Miller E, Pärtan G, Perry D, Rao P, Robinson C, Stegmann J, Taranath A, Whitby E, van Rijn RR, Arthurs OJ. Current and future funding streams for paediatric postmortem imaging: European Society of Paediatric Radiology survey results. Pediatr Radiol 2023; 53:273-281. [PMID: 36097227 PMCID: PMC9468234 DOI: 10.1007/s00247-022-05485-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/28/2022] [Revised: 07/11/2022] [Accepted: 08/16/2022] [Indexed: 02/04/2023]
Abstract
BACKGROUND Perinatal and childhood postmortem imaging has been accepted as a noninvasive alternative or adjunct to autopsy. However, the variation in funding models from institution to institution is a major factor prohibiting uniform provision of this service. OBJECTIVE To describe current funding models employed in European and non-European institutions offering paediatric postmortem imaging services and to discuss the perceived barriers to future postmortem imaging service provision. MATERIALS AND METHODS A web-based 16-question survey was distributed to members of the European Society of Paediatric Radiology (ESPR) and ESPR postmortem imaging task force over a 6-month period (March-August 2021). Survey questions related to the radiologic and autopsy services being offered and how each was funded within the respondent's institute. RESULTS Eighteen individual responses were received (13/18, 72.2% from Europe). Only one-third of the institutions (6/18, 33.3%) have fully funded postmortem imaging services, with the remainder receiving partial (6/18, 33.3%) or no funding (5/18, 27.8%). Funding (full or partial) was more commonly available for forensic work (13/18, 72%), particularly where this was nationally provided. Where funding was not provided, the imaging and reporting costs were absorbed by the institute. CONCLUSION Increased access is required for the expansion of postmortem imaging into routine clinical use. This can only be achieved with formal funding on a national level, potentially through health care commissioning and acknowledgement by health care policy makers and pathology services of the value the service provides following the death of a fetus or child. Funding should include the costs involved in training, equipment, reporting and image acquisition.
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Affiliation(s)
- Greg Chambers
- Department of Radiology, Clarindon Wing, B Floor, Leeds General Infirmary, Leeds Teaching Hospital Trust, Leeds, LS1 3EX, UK.
| | - Susan C Shelmerdine
- Great Ormond Street Hospital for Children NHS Foundation Trust, London, UK.,UCL Great Ormond Street Institute of Child Health, London, UK.,NIHR Great Ormond Street Hospital Biomedical Research Centre, London, UK
| | - Michael Aertsen
- Department of Radiology, University Hospitals KU Leuven, Leuven, Belgium
| | - Martha Dohna
- Department of Paediatric Radiology, Hannover Medical School, Hannover, Germany
| | - Stacy K Goergen
- Monash Health Imaging, Clayton, VIC, Australia.,Department of Imaging, School of Clinical Sciences, Monash University, Clayton, VIC, Australia
| | - Karl Johnson
- Radiology Department, Birmingham Women's and Children's Hospital NHS Foundation Trust, Birmingham, UK
| | - Willemijn M Klein
- Department of Medical Imaging, Radboud University Medical Centre, Nijmegen, The Netherlands
| | - Elka Miller
- Department of Medical Imaging, Children's Hospital of Eastern Ontario, University of Ottawa, Ottawa, ON, Canada
| | - Gerald Pärtan
- Department of Radiology, Danube Hospital, Vienna, Austria
| | - David Perry
- Radiology Department, National Women's Health and Starship Children's Hospital, Auckland City Hospital, Auckland, New Zealand
| | - Padma Rao
- Department of Medical Imaging, Royal Children's Hospital, Melbourne, Australia
| | - Claire Robinson
- Department of Imaging, University Hospitals of Leicester NHS Trust, Leicester, UK
| | - Joachim Stegmann
- Department of Radiology, Children's Hospital Wilhelmstift gGmbH, Hamburg, Germany
| | - Ajay Taranath
- Department of Medical Imaging, Women's and Children's Hospital, North Adelaide, South Australia.,Faculty of Health and Medical Sciences, University of Adelaide, South Adelaide, Adelaide, Australia
| | - Elspeth Whitby
- University of Sheffield and Sheffield Teaching Hospitals Foundation Trust, Sheffield, UK
| | - Rick R van Rijn
- Department of Radiology and Nuclear Medicine, Amsterdam UMC, Amsterdam, The Netherlands
| | - Owen J Arthurs
- Great Ormond Street Hospital for Children NHS Foundation Trust, London, UK.,UCL Great Ormond Street Institute of Child Health, London, UK.,NIHR Great Ormond Street Hospital Biomedical Research Centre, London, UK
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O'Keefe H, Shenfine R, Brown M, Beyer F, Rankin J. Are non-invasive or minimally invasive autopsy techniques for detecting cause of death in prenates, neonates and infants accurate? A systematic review of diagnostic test accuracy. BMJ Open 2023; 13:e064774. [PMID: 36609326 PMCID: PMC9827258 DOI: 10.1136/bmjopen-2022-064774] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/16/2022] [Accepted: 12/04/2022] [Indexed: 01/08/2023] Open
Abstract
OBJECTIVES To assess the diagnostic accuracy of non-invasive or minimally invasive autopsy techniques in deaths under 1 year of age. DESIGN This is a systematic review of diagnostic test accuracy. The protocol is registered on PROSPERO. PARTICIPANTS Deaths from conception to one adjusted year of age. SEARCH METHODS MEDLINE (Ovid), EMBASE (Ovid), CINAHL (EBSCO), the Cochrane Library, Scopus and grey literature sources were searched from inception to November 2021. DIAGNOSTIC TESTS Non-invasive or minimally invasive diagnostic tests as an alternative to traditional autopsy. DATA COLLECTION AND ANALYSIS Studies were included if participants were under one adjusted year of age, with index tests conducted prior to the reference standard.Data were extracted from eligible studies using piloted forms. Risk of bias was assessed using Quality Assessment of Diagnostic Accuracy Studies-2. A narrative synthesis was conducted following the Synthesis without Meta-Analysis guidelines. Vote counting was used to assess the direction of effect. MAIN OUTCOME MEASURES Direction of effect was expressed as percentage of patients per study. FINDINGS We included 54 direct evidence studies (68 articles/trials), encompassing 3268 cases and eight index tests. The direction of effect was positive for postmortem ultrasound and antenatal echography, although with varying levels of success. Conversely, the direction of effect was against virtual autopsy. For the remaining tests, the direction of effect was inconclusive.A further 134 indirect evidence studies (135 articles/trials) were included, encompassing 6242 perinatal cases. The addition of these results had minimal impact on the direct findings yet did reveal other techniques, which may be favourable alternatives to autopsy.Seven trial registrations were included but yielded no results. CONCLUSIONS Current evidence is insufficient to make firm conclusions about the generalised use of non-invasive or minimally invasive autopsy techniques in relation to all perinatal population groups.PROSPERO registration numberCRD42021223254.
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Affiliation(s)
- Hannah O'Keefe
- NIHR Innovation Observatory, Newcastle University, Newcastle upon Tyne, UK
- Population Health Sciences Institute, Newcastle University, Newcastle upon Tyne, UK
| | - Rebekka Shenfine
- Population Health Sciences Institute, Newcastle University, Newcastle upon Tyne, UK
| | - Melissa Brown
- Population Health Sciences Institute, Newcastle University, Newcastle upon Tyne, UK
| | - Fiona Beyer
- NIHR Innovation Observatory, Newcastle University, Newcastle upon Tyne, UK
- Population Health Sciences Institute, Newcastle University, Newcastle upon Tyne, UK
| | - Judith Rankin
- Population Health Sciences Institute, Newcastle University, Newcastle upon Tyne, UK
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10
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Hirschfeld N, Bormann E, Koester HA, Klockenbusch W, Steinhard J, Schmitz R, Kubiak K. Update Reference Charts: Fetal Biometry between the 15th and 42nd Week of Gestation. Z Geburtshilfe Neonatol 2022; 226:367-376. [PMID: 36265496 DOI: 10.1055/a-1933-6723] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
Abstract
OBJECTIVES This study was designed to establish new reference charts for BPD (biparietal diameter), OFD (occipitofrontal diameter), HC (head circumference), CM (cisterna magna), TCD (transverse cerebellar diameter), PCV (posterior cerebral ventricle), AC (abdominal circumference), FL (femur length), and HL (humerus length) and extend known charts to 42 weeks of gestation. These new charts were compared to studies carried out by Snijders and Nicolaides, the INTERGROWTH 21st Project, and the WHO Fetal Growth Charts. METHODS In this retrospective cross-sectional single-center study of 12,972 low-risk pregnancies, biometric data between the 15th and 42nd weeks of gestation were evaluated. Only one examination per pregnancy was selected for statistical analysis. Descriptive analysis for the 5th, 50th, and 95th quantile was performed for each parameter as listed above. Regression models were used to fit the mean and the SD at each gestational age. RESULTS Initially the reference curves for BPD, OFD, HC, AC, FL, and HL show a linear increase, which changes into a cubic increase towards the end of pregnancy. The results of this study show statistically noticeable differences from the percentile curves of the studies listed above. CONCLUSIONS The percentile curves in this study differ from the commonly used ones. The presented standard curves can be used as a reference in prenatal diagnostics.
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Affiliation(s)
- Nadja Hirschfeld
- Gynecology and Obstetrics, St Franziskus-Hospital Munster GmbH, Munster, Germany
| | - Eike Bormann
- Biostatistics and Clinical Research, University of Munster Institute of Medical Informatics, Munster, Germany
| | - Helen Ann Koester
- Gynecology and Obstetrics, Westfälische Wilhelms-Universität Münster Fachbereich 05 Medizinische Fakultät, Munster, Germany
| | | | - Johannes Steinhard
- Department of Fetal Cardiology, Heart and Diabetes Center, Bad Oeynhausen Hospital, Bad Oeynhausen, Germany
| | - Ralf Schmitz
- Gynecology and Obstetrics, Westfälische Wilhelms-Universität Münster Fachbereich 05 Medizinische Fakultät, Munster, Germany
| | - Karol Kubiak
- Gynecology and Obstetrics, St Franziskus-Hospital Munster GmbH, Munster, Germany
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11
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Imaging fetal anatomy. Semin Cell Dev Biol 2022; 131:78-92. [PMID: 35282997 DOI: 10.1016/j.semcdb.2022.02.023] [Citation(s) in RCA: 8] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/22/2021] [Revised: 02/23/2022] [Accepted: 02/23/2022] [Indexed: 02/07/2023]
Abstract
Due to advancements in ultrasound techniques, the focus of antenatal ultrasound screening is moving towards the first trimester of pregnancy. The early first trimester however remains in part, a 'black box', due to the size of the developing embryo and the limitations of contemporary scanning techniques. Therefore there is a need for images of early anatomical developmental to improve our understanding of this area. By using new imaging techniques, we can not only obtain better images to further our knowledge of early embryonic development, but clear images of embryonic and fetal development can also be used in training for e.g. sonographers and fetal surgeons, or to educate parents expecting a child with a fetal anomaly. The aim of this review is to provide an overview of the past, present and future techniques used to capture images of the developing human embryo and fetus and provide the reader newest insights in upcoming and promising imaging techniques. The reader is taken from the earliest drawings of da Vinci, along the advancements in the fields of in utero ultrasound and MR imaging techniques towards high-resolution ex utero imaging using Micro-CT and ultra-high field MRI. Finally, a future perspective is given about the use of artificial intelligence in ultrasound and new potential imaging techniques such as synchrotron radiation-based CT to increase our knowledge regarding human development.
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12
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Franchetti G, Viel G, Fais P, Fichera G, Cecchin D, Cecchetto G, Giraudo C. Forensic applications of micro-computed tomography: a systematic review. Clin Transl Imaging 2022. [DOI: 10.1007/s40336-022-00510-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/03/2022]
Abstract
Abstract
Purpose
The aim of this systematic review was to provide a comprehensive overview of micro-CT current applications in forensic pathology, anthropology, odontology, and neonatology.
Methods
A bibliographic research on the electronic databases Pubmed and Scopus was conducted in the time frame 01/01/2001–31/12/2021 without any language restrictions and applying the following free-text search strategy: “(micro-computed tomography OR micro-CT) AND (forensic OR legal)”. The following inclusion criteria were used: (A) English language; (B) Application of micro-CT to biological and/or non-biological materials to address at least one forensic issue (e.g., age estimation, identification of post-mortem interval). The papers selected by three independent investigators have been then classified according to the investigated materials.
Results
The bibliographic search provided 651 records, duplicates excluded. After screening for title and/or abstracts, according to criteria A and B, 157 full-text papers were evaluated for eligibility. Ninety-three papers, mostly (64) published between 2017 and 2021, were included; considering that two papers investigated several materials, an overall amount of 99 classifiable items was counted when referring to the materials investigated. It emerged that bones and cartilages (54.55%), followed by teeth (13.13%), were the most frequently analyzed materials. Moreover, micro-CT allowed the collection of structural, qualitative and/or quantitative information also for soft tissues, fetuses, insects, and foreign materials.
Conclusion
Forensic applications of micro-CT progressively increased in the last 5 years with very promising results. According to this evidence, we might expect in the near future a shift of its use from research purposes to clinical forensic cases.
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13
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Dawood Y, Honhoff C, van der Post A, Roosendaal SD, Coolen BF, Strijkers GJ, Pajkrt E, de Bakker BS. Comparison of postmortem whole-body contrast-enhanced microfocus computed tomography and high-field magnetic resonance imaging of human fetuses. ULTRASOUND IN OBSTETRICS & GYNECOLOGY : THE OFFICIAL JOURNAL OF THE INTERNATIONAL SOCIETY OF ULTRASOUND IN OBSTETRICS AND GYNECOLOGY 2022; 60:109-117. [PMID: 34826157 PMCID: PMC9328149 DOI: 10.1002/uog.24827] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 09/08/2021] [Revised: 10/19/2021] [Accepted: 11/23/2021] [Indexed: 06/13/2023]
Abstract
OBJECTIVE Although fetal autopsy is generally recommended to confirm or refute the antemortem diagnosis, parental acceptance of the procedure has fallen over time, mainly due to its invasiveness. Contrast-enhanced microfocus CT (micro-CT) and high-field magnetic resonance imaging (HF-MRI, ≥ 3 Tesla) have both been suggested as non-invasive alternatives to conventional fetal autopsy for fetuses < 20 weeks of gestation. The aim of this study was to compare these two modalities in postmortem whole-body fetal imaging. METHODS In this study, the imaging process and quality of micro-CT and HF-MRI were compared using both qualitative and quantitative assessments. For the qualitative evaluation, fetal anatomy experts scored 56 HF-MRI and 56 micro-CT images of four human fetuses aged 13-18 gestational weeks on two components: overall image quality and the ability to recognize and assess 21 anatomical structures. For the quantitative evaluation, participants segmented manually three organs with increasing complexity to assess interobserver variability. In addition, the signal-to-noise and contrast-to-noise ratios of five major organs were determined. RESULTS Both imaging techniques were able to reach submillimeter voxel size. The highest resolution of micro-CT was 22 µm (isotropic), while the highest resolution of HF-MRI was 137 µm (isotropic). The qualitative image assessment form was sent to 45 fetal anatomy experts, of whom 36 (80%) responded. It was observed that micro-CT scored higher on all components of the qualitative assessment compared with HF-MRI. In addition, the quantitative assessment showed that micro-CT had lower interobserver variability and higher signal-to-noise and contrast-to-noise ratios. CONCLUSIONS Our findings show that micro-CT outperforms HF-MRI in postmortem whole-body fetal imaging in terms of both quantitative and qualitative outcomes. Combined, these findings suggest that the ability to extract diagnostic information is greater when assessing micro-CT compared with HF-MRI images. We, therefore, believe that micro-CT is the preferred imaging modality as an alternative to conventional fetal autopsy for early gestation and is an indispensable tool in postmortem imaging services. © 2021 The Authors. Ultrasound in Obstetrics & Gynecology published by John Wiley & Sons Ltd on behalf of International Society of Ultrasound in Obstetrics and Gynecology.
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Affiliation(s)
- Y. Dawood
- Department of Obstetrics and GynecologyAmsterdam UMC, University of AmsterdamAmsterdamThe Netherlands
- Department of Medical Biology, Amsterdam UMCUniversity of AmsterdamAmsterdamThe Netherlands
- Amsterdam Reproduction and Development Research InstituteAmsterdamThe Netherlands
| | - C. Honhoff
- Department of Medical Biology, Amsterdam UMCUniversity of AmsterdamAmsterdamThe Netherlands
| | - A.‐S. van der Post
- Department of Radiology, Amsterdam UMCUniversity of AmsterdamAmsterdamThe Netherlands
| | - S. D. Roosendaal
- Department of Radiology, Amsterdam UMCUniversity of AmsterdamAmsterdamThe Netherlands
| | - B. F. Coolen
- Department of Biomedical Engineering and Physics, Amsterdam UMCUniversity of AmsterdamAmsterdamThe Netherlands
| | - G. J. Strijkers
- Department of Biomedical Engineering and Physics, Amsterdam UMCUniversity of AmsterdamAmsterdamThe Netherlands
| | - E. Pajkrt
- Department of Obstetrics and GynecologyAmsterdam UMC, University of AmsterdamAmsterdamThe Netherlands
- Amsterdam Reproduction and Development Research InstituteAmsterdamThe Netherlands
| | - B. S. de Bakker
- Department of Obstetrics and GynecologyAmsterdam UMC, University of AmsterdamAmsterdamThe Netherlands
- Department of Medical Biology, Amsterdam UMCUniversity of AmsterdamAmsterdamThe Netherlands
- Amsterdam Reproduction and Development Research InstituteAmsterdamThe Netherlands
- Department of Pediatric Surgery, Erasmus MC – Sophia Children's HospitalUniversity Medical Center RotterdamRotterdamThe Netherlands
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14
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Shelmerdine SC, Arthurs OJ. Post-mortem perinatal imaging: what is the evidence? Br J Radiol 2022:20211078. [PMID: 35451852 DOI: 10.1259/bjr.20211078] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/05/2022] Open
Abstract
Post-mortem imaging for the investigation of perinatal deaths is an acceptable tool amongst parents and religious groups, enabling a less invasive autopsy examination. Nevertheless, availability is scarce nationwide, and there is some debate amongst radiologists regarding the best practice and optimal protocols for performing such studies. Much of the published literature to date focusses on single centre experiences or interesting case reports. Diagnostic accuracy studies are available for a variety of individual imaging modalities (e.g. post-mortem CT, MRI, ultrasound and micro-CT), however, assimilating this information is important when attempting to start a local service.In this article, we present a comprehensive review summarising the latest research, recently published international guidelines, and describe which imaging modalities are best suited for specific indications. When the antenatal clinical findings are not supported by the post-mortem imaging, we also suggest how and when an invasive autopsy may be considered. In general, a collaborative working relationship within a multidisciplinary team (consisting of radiologists, radiographers, the local pathology department, mortuary staff, foetal medicine specialists, obstetricians and bereavement midwives) is vital for a successful service.
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Affiliation(s)
- Susan C Shelmerdine
- Department of Radiology, Great Ormond Street Hospital for Children NHS Foundation Trust, London, UK.,UCL Great Ormond Street Institute of Child Health, London, UK.,NIHR Great Ormond Street Hospital Biomedical Research Centre, 30 Guilford Street, Bloomsbury, London, UK.,Department of Radiology, St. George's Hospital, Blackshaw Road, London, UK
| | - Owen J Arthurs
- Department of Radiology, Great Ormond Street Hospital for Children NHS Foundation Trust, London, UK.,UCL Great Ormond Street Institute of Child Health, London, UK.,NIHR Great Ormond Street Hospital Biomedical Research Centre, 30 Guilford Street, Bloomsbury, London, UK
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15
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Deng F, Kim E, Trofimova AV, Lee SI. 2021 Top Images in Radiology: Radiology In Training Editors' Choices. Radiology 2021; 302:507-510. [PMID: 34846205 DOI: 10.1148/radiol.212831] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/11/2022]
Abstract
Online supplemental material is available for this article.
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Affiliation(s)
- Francis Deng
- From the Department of Radiology, Massachusetts General Hospital, Harvard Medical School, 55 Fruit St, GRB 273, Boston MA 02114 (F.D., S.I.L.); Department of Radiology, New York University School of Medicine, New York, NY (E.K.); and Department of Radiology and Imaging Sciences, Emory University School of Medicine, Emory University Hospital, Atlanta, Ga (A.V.T.)
| | - Eric Kim
- From the Department of Radiology, Massachusetts General Hospital, Harvard Medical School, 55 Fruit St, GRB 273, Boston MA 02114 (F.D., S.I.L.); Department of Radiology, New York University School of Medicine, New York, NY (E.K.); and Department of Radiology and Imaging Sciences, Emory University School of Medicine, Emory University Hospital, Atlanta, Ga (A.V.T.)
| | - Anna V Trofimova
- From the Department of Radiology, Massachusetts General Hospital, Harvard Medical School, 55 Fruit St, GRB 273, Boston MA 02114 (F.D., S.I.L.); Department of Radiology, New York University School of Medicine, New York, NY (E.K.); and Department of Radiology and Imaging Sciences, Emory University School of Medicine, Emory University Hospital, Atlanta, Ga (A.V.T.)
| | - Susanna I Lee
- From the Department of Radiology, Massachusetts General Hospital, Harvard Medical School, 55 Fruit St, GRB 273, Boston MA 02114 (F.D., S.I.L.); Department of Radiology, New York University School of Medicine, New York, NY (E.K.); and Department of Radiology and Imaging Sciences, Emory University School of Medicine, Emory University Hospital, Atlanta, Ga (A.V.T.)
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16
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Sandrini C, Boito S, Lombardi CM, Lombardi S. Postmortem Micro-CT of Human Fetal Heart-A Systematic Literature Review. J Clin Med 2021; 10:jcm10204726. [PMID: 34682849 PMCID: PMC8539069 DOI: 10.3390/jcm10204726] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/16/2021] [Revised: 10/06/2021] [Accepted: 10/09/2021] [Indexed: 12/20/2022] Open
Abstract
Micro-computed tomography (CT) is a non-invasive alternative to conventional macroscopic dissection for the evaluation of human fetal cardiac anatomy. This paper aims to systematically review the literature regarding the use of micro-CT to examine human fetal hearts, to illustrate its educational and research implications and to explain its possible directions for the future. A systematic literature review was conducted following the PRISMA statement to identify publications concerning micro-CT applications for the isolated human fetal heart. The search strategy identified nine eligible studies. Micro-CT is technically feasible for postmortem examination of the human fetal heart coming from early and late termination of pregnancy. It reaches high diagnostic accuracy, and it seems to perform better than autopsy in small samples or in the case of early termination of pregnancy. Applications derived from micro-CT allow multiple off-time evaluations and interdisciplinary comparisons for educational purposes and research perspectives in biological and bioengineering domains.
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Affiliation(s)
- Camilla Sandrini
- Division of Cardiology, Department of Medicine, University of Verona, 37126 Verona, Italy
- Correspondence:
| | - Simona Boito
- Fetal Medicine and Surgery Service, Fondazione IRCCS Ca’ Granda, Ospedale Maggiore Policlinico, 20122 Milan, Italy;
| | | | - Sophie Lombardi
- Department of Diagnostic and Interventional Radiology, Fondazione IRCCS Policlinico San Matteo, 27100 Pavia, Italy;
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17
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Reducing soft-tissue shrinkage artefacts caused by staining with Lugol's solution. Sci Rep 2021; 11:19781. [PMID: 34611247 PMCID: PMC8492742 DOI: 10.1038/s41598-021-99202-2] [Citation(s) in RCA: 16] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/16/2021] [Accepted: 09/16/2021] [Indexed: 12/04/2022] Open
Abstract
Diffusible iodine-based contrast-enhanced computed tomography (diceCT) is progressively used in clinical and morphological research to study developmental anatomy. Lugol’s solution (Lugol) has gained interest as an effective contrast agent; however, usage is limited due to extensive soft-tissue shrinkage. The mechanism of Lugol-induced shrinkage and how to prevent it is largely unknown, hampering applications of Lugol in clinical or forensic cases where tissue shrinkage can lead to erroneous diagnostic conclusions. Shrinkage was suggested to be due to an osmotic imbalance between tissue and solution. Pilot experiments pointed to acidification of Lugol, but the relation of acidification and tissue shrinkage was not evaluated. In this study, we analyzed the relation between tissue shrinkage, osmolarity and acidification of the solution during staining. Changes in tissue volume were measured on 2D-segmented magnetic resonance and diceCT images using AMIRA software. Partial correlation and stepwise regression analysis showed that acidification of Lugol is the main cause of tissue shrinkage. To prevent acidification, we developed a buffered Lugol’s solution (B-Lugol) and showed that stabilizing its pH almost completely prevented shrinkage without affecting staining. Changing from Lugol to B-Lugol is a major improvement for clinical and morphological research and only requires a minor adaptation of the staining protocol.
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18
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Simcock IC, Shelmerdine SC, Langan D, Anna G, Sebire NJ, Arthurs OJ. Micro-CT yields high image quality in human fetal post-mortem imaging despite maceration. BMC Med Imaging 2021; 21:128. [PMID: 34429085 PMCID: PMC8383392 DOI: 10.1186/s12880-021-00658-5] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/18/2021] [Accepted: 08/01/2021] [Indexed: 12/18/2022] Open
Abstract
BACKGROUND Current clinical post-mortem imaging techniques do not provide sufficiently high-resolution imaging for smaller fetuses after pregnancy loss. Post-mortem micro-CT is a non-invasive technique that can deliver high diagnostic accuracy for these smaller fetuses. The purpose of the study is to identify the main predictors of image quality for human fetal post-mortem micro-CT imaging. METHODS Human fetuses were imaged using micro-CT following potassium tri-iodide tissue preparation, and axial head and chest views were assessed for image quality on a Likert scale by two blinded radiologists. Simple and multivariable linear regression models were performed with demographic details, iodination, tissue maceration score and imaging parameters as predictor variables. RESULTS 258 fetuses were assessed, with median weight 41.7 g (2.6-350 g) and mean gestational age 16 weeks (11-24 weeks). A high image quality score (> 6.5) was achieved in 95% of micro-CT studies, higher for the head (median = 9) than chest (median = 8.5) imaging. The strongest negative predictors of image quality were increasing maceration and body weight (p < 0.001), with number of projections being the best positive imaging predictor. CONCLUSIONS High micro-CT image quality score is achievable following early pregnancy loss despite fetal maceration, particularly in smaller fetuses where conventional autopsy may be particularly challenging. These findings will help establish clinical micro-CT imaging services, addressing the need for less invasive fetal autopsy methods.
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Affiliation(s)
- Ian Craig Simcock
- Department of Clinical Radiology, Great Ormond Street Hospital for Children, London, UK.
- Great Ormond Street Hospital for Children, UCL Great Ormond Street Institute of Child Health, London, UK.
- NIHR Great Ormond Street Hospital Biomedical Research Centre, London, UK.
| | - Susan Cheng Shelmerdine
- Department of Clinical Radiology, Great Ormond Street Hospital for Children, London, UK
- Great Ormond Street Hospital for Children, UCL Great Ormond Street Institute of Child Health, London, UK
- NIHR Great Ormond Street Hospital Biomedical Research Centre, London, UK
| | - Dean Langan
- Great Ormond Street Hospital for Children, UCL Great Ormond Street Institute of Child Health, London, UK
| | - Guy Anna
- Department of Clinical Radiology, Great Ormond Street Hospital for Children, London, UK
- Great Ormond Street Hospital for Children, UCL Great Ormond Street Institute of Child Health, London, UK
- NIHR Great Ormond Street Hospital Biomedical Research Centre, London, UK
| | - Neil James Sebire
- Great Ormond Street Hospital for Children, UCL Great Ormond Street Institute of Child Health, London, UK
- NIHR Great Ormond Street Hospital Biomedical Research Centre, London, UK
- Department of Histopathology, Great Ormond Street Hospital for Children, London, UK
| | - Owen John Arthurs
- Department of Clinical Radiology, Great Ormond Street Hospital for Children, London, UK
- Great Ormond Street Hospital for Children, UCL Great Ormond Street Institute of Child Health, London, UK
- NIHR Great Ormond Street Hospital Biomedical Research Centre, London, UK
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19
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Shelmerdine SC, Hutchinson JC, Lewis C, Simcock IC, Sekar T, Sebire NJ, Arthurs OJ. A pragmatic evidence-based approach to post-mortem perinatal imaging. Insights Imaging 2021; 12:101. [PMID: 34264420 PMCID: PMC8282801 DOI: 10.1186/s13244-021-01042-1] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/20/2021] [Accepted: 06/24/2021] [Indexed: 12/16/2022] Open
Abstract
Post-mortem imaging has a high acceptance rate amongst parents and healthcare professionals as a non-invasive method for investigating perinatal deaths. Previously viewed as a 'niche' subspecialty, it is becoming increasingly requested, with general radiologists now more frequently asked to oversee and advise on appropriate imaging protocols. Much of the current literature to date has focussed on diagnostic accuracy and clinical experiences of individual centres and their imaging techniques (e.g. post-mortem CT, MRI, ultrasound and micro-CT), and pragmatic, evidence-based guidance for how to approach such referrals in real-world practice is lacking. In this review, we summarise the latest research and provide an approach and flowchart to aid decision-making for perinatal post-mortem imaging. We highlight key aspects of the maternal and antenatal history that radiologists should consider when protocolling studies (e.g. antenatal imaging findings and history), and emphasise important factors that could impact the diagnostic quality of post-mortem imaging examinations (e.g. post-mortem weight and time interval). Considerations regarding when ancillary post-mortem image-guided biopsy tests are beneficial are also addressed, and we provide key references for imaging protocols for a variety of cross-sectional imaging modalities.
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Affiliation(s)
- Susan C Shelmerdine
- Great Ormond Street Hospital for Children NHS Foundation Trust, London, WC1N 3JH, UK. .,UCL Great Ormond Street Institute of Child Health, London, UK. .,Great Ormond Street Hospital NIHR Biomedical Research Centre, London, UK.
| | - J Ciaran Hutchinson
- Great Ormond Street Hospital for Children NHS Foundation Trust, London, WC1N 3JH, UK.,UCL Great Ormond Street Institute of Child Health, London, UK.,Great Ormond Street Hospital NIHR Biomedical Research Centre, London, UK
| | - Celine Lewis
- Population, Policy and Practice Department, UCL GOS Institute of Child Health, London, UK.,North Thames Genomic Laboratory Hub, Great Ormond Street Hospital, London, UK
| | - Ian C Simcock
- Great Ormond Street Hospital for Children NHS Foundation Trust, London, WC1N 3JH, UK.,UCL Great Ormond Street Institute of Child Health, London, UK.,Great Ormond Street Hospital NIHR Biomedical Research Centre, London, UK
| | - Thivya Sekar
- Great Ormond Street Hospital for Children NHS Foundation Trust, London, WC1N 3JH, UK.,UCL Great Ormond Street Institute of Child Health, London, UK.,Great Ormond Street Hospital NIHR Biomedical Research Centre, London, UK
| | - Neil J Sebire
- Great Ormond Street Hospital for Children NHS Foundation Trust, London, WC1N 3JH, UK.,UCL Great Ormond Street Institute of Child Health, London, UK.,Great Ormond Street Hospital NIHR Biomedical Research Centre, London, UK
| | - Owen J Arthurs
- Great Ormond Street Hospital for Children NHS Foundation Trust, London, WC1N 3JH, UK.,UCL Great Ormond Street Institute of Child Health, London, UK.,Great Ormond Street Hospital NIHR Biomedical Research Centre, London, UK
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20
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Papazoglou AS, Karagiannidis E, Moysidis DV, Sofidis G, Bompoti A, Stalikas N, Panteris E, Arvanitidis C, Herrmann MD, Michaelson JS, Sianos G. Current clinical applications and potential perspective of micro-computed tomography in cardiovascular imaging: A systematic scoping review. Hellenic J Cardiol 2021; 62:399-407. [PMID: 33991670 DOI: 10.1016/j.hjc.2021.04.006] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/01/2021] [Revised: 03/20/2021] [Accepted: 04/20/2021] [Indexed: 02/06/2023] Open
Abstract
Micro-computed tomography (micro-CT) constitutes an emerging imaging technique, which can be utilized in cardiovascular medicine to study in-detail the microstructure of heart and vessels. This paper aims to systematically review the clinical utility of micro-CT in cardiovascular imaging and propose future applications of micro-CT imaging in cardiovascular research. A systematic scoping review was conducted by searching for original studies written in English according to Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA) extension for scoping reviews. Medline, Scopus, ClinicalTrials.gov, and the Cochrane library were systematically searched through December 11, 2020 to identify publications concerning micro-CT applications in cardiovascular imaging. Preclinical-animal studies and case reports were excluded. The Newcastle-Ottawa assessment scale for observational studies was used to evaluate study quality. In total, the search strategy identified 30 studies that report on micro-CT-based cardiovascular imaging and satisfy our eligibility criteria. Across all included studies, the total number of micro-CT scanned specimens was 1,227. Six studies involved postmortem 3D-reconstruction of congenital heart defects, while eleven studies described atherosclerotic vessel (coronary or carotid) characteristics. Thirteen other studies employed micro-CT for the assessment of medical devices (mainly stents or prosthetic valves). In conclusion, micro-CT is a novel imaging modality, effectively adapted for the 3D visualization and analysis of cardiac soft tissues and devices at high spatial resolution. Its increasing use could make significant contributions to our improved understanding of the histopathophysiology of cardiovascular diseases, and, thus, has the potential to optimize interventional procedures and technologies, and ultimately improve patient outcomes.
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Affiliation(s)
- Andreas S Papazoglou
- First Department of Cardiology, AHEPA University Hospital, Aristotle University of Thessaloniki, St. Kiriakidi 1, 54636, Thessaloniki, Greece
| | - Efstratios Karagiannidis
- First Department of Cardiology, AHEPA University Hospital, Aristotle University of Thessaloniki, St. Kiriakidi 1, 54636, Thessaloniki, Greece
| | - Dimitrios V Moysidis
- First Department of Cardiology, AHEPA University Hospital, Aristotle University of Thessaloniki, St. Kiriakidi 1, 54636, Thessaloniki, Greece
| | - Georgios Sofidis
- First Department of Cardiology, AHEPA University Hospital, Aristotle University of Thessaloniki, St. Kiriakidi 1, 54636, Thessaloniki, Greece
| | | | - Nikolaos Stalikas
- First Department of Cardiology, AHEPA University Hospital, Aristotle University of Thessaloniki, St. Kiriakidi 1, 54636, Thessaloniki, Greece
| | - Eleftherios Panteris
- Biomic_AUTh, Center for Interdisciplinary Research and Innovation (CIRI-AUTH), Balkan Center, B1.4, Thessaloniki, 10th km Thessaloniki-Thermi Rd, P.O. Box 8318, GR 57001, Greece
| | - Christos Arvanitidis
- Institute of Marine Biology, Biotechnology and Aquaculture (IMBBC), Hellenic Centre for Marine Research (HCMR), Heraklion, Crete, 70013, Greece; LifeWatch ERIC, Sector II-II, Plaza de España, 41071, Seville, Spain
| | - Markus D Herrmann
- Department of Pathology, Massachusetts General Hospital and Harvard Medical School, Boston, USA
| | - James S Michaelson
- Department of Pathology, Massachusetts General Hospital and Harvard Medical School, Boston, USA
| | - Georgios Sianos
- First Department of Cardiology, AHEPA University Hospital, Aristotle University of Thessaloniki, St. Kiriakidi 1, 54636, Thessaloniki, Greece.
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21
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Simcock IC, Shelmerdine SC, Hutchinson JC, Sebire NJ, Arthurs OJ. Human fetal whole-body postmortem microfocus computed tomographic imaging. Nat Protoc 2021; 16:2594-2614. [PMID: 33854254 DOI: 10.1038/s41596-021-00512-6] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/17/2020] [Accepted: 01/05/2021] [Indexed: 02/02/2023]
Abstract
Perinatal autopsy is the standard method for investigating fetal death; however, it requires dissection of the fetus. Human fetal microfocus computed tomography (micro-CT) provides a generally more acceptable and less invasive imaging alternative for bereaved parents to determine the cause of early pregnancy loss compared with conventional autopsy techniques. In this protocol, we describe the four main stages required to image fetuses using micro-CT. Preparation of the fetus includes staining with the contrast agent potassium triiodide and takes 3-19 d, depending on the size of the fetus and the time taken to obtain consent for the procedure. Setup for imaging requires appropriate positioning of the fetus and takes 1 h. The actual imaging takes, on average, 2 h 40 min and involves initial test scans followed by high-definition diagnostic scans. Postimaging, 3 d are required to postprocess the fetus, including removal of the stain, and also to undertake artifact recognition and data transfer. This procedure produces high-resolution isotropic datasets, allowing for radio-pathological interpretations to be made and long-term digital archiving for re-review and data sharing, where required. The protocol can be undertaken following appropriate training, which includes both the use of micro-CT techniques and handling of postmortem tissue.
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Affiliation(s)
- Ian C Simcock
- Department of Clinical Radiology, Great Ormond Street Hospital for Children, London, UK.,UCL Great Ormond Street Institute of Child Health, Great Ormond Street Hospital for Children, London, UK.,NIHR Great Ormond Street Hospital Biomedical Research Centre, London, UK
| | - Susan C Shelmerdine
- Department of Clinical Radiology, Great Ormond Street Hospital for Children, London, UK.,UCL Great Ormond Street Institute of Child Health, Great Ormond Street Hospital for Children, London, UK.,NIHR Great Ormond Street Hospital Biomedical Research Centre, London, UK
| | - J Ciaran Hutchinson
- UCL Great Ormond Street Institute of Child Health, Great Ormond Street Hospital for Children, London, UK.,NIHR Great Ormond Street Hospital Biomedical Research Centre, London, UK.,Department of Histopathology, Great Ormond Street Hospital for Children, London, UK
| | - Neil J Sebire
- UCL Great Ormond Street Institute of Child Health, Great Ormond Street Hospital for Children, London, UK.,NIHR Great Ormond Street Hospital Biomedical Research Centre, London, UK.,Department of Histopathology, Great Ormond Street Hospital for Children, London, UK
| | - Owen J Arthurs
- Department of Clinical Radiology, Great Ormond Street Hospital for Children, London, UK. .,UCL Great Ormond Street Institute of Child Health, Great Ormond Street Hospital for Children, London, UK. .,NIHR Great Ormond Street Hospital Biomedical Research Centre, London, UK.
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22
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Shelmerdine SC, Simcock IC, Hutchinson JC, Guy A, Ashworth MT, Sebire NJ, Arthurs OJ. Postmortem microfocus computed tomography for noninvasive autopsies: experience in >250 human fetuses. Am J Obstet Gynecol 2021; 224:103.e1-103.e15. [PMID: 32682860 PMCID: PMC7805479 DOI: 10.1016/j.ajog.2020.07.019] [Citation(s) in RCA: 21] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/11/2020] [Revised: 07/02/2020] [Accepted: 07/14/2020] [Indexed: 12/16/2022]
Abstract
Background Noninvasive imaging autopsy alternatives for fetuses weighing <500 grams are limited. Microfocus computed tomography has been reported as a viable option in small case series with the potential to avoid an invasive autopsy. Implementation of postmortem microfocus computed tomography in a large cohort as part of routine clinical service has yet been unreported, and realistic “autopsy prevention rates” are unknown. Objective This study aimed to describe the range of abnormalities detectable on fetal microfocus computed tomography in a clinical setting and additional findings identified on the antenatal ultrasound and to estimate the invasive autopsy avoidance rate (ie, cases in which imaging was sufficient to deem autopsy unnecessary). Study Design A prospective observational case series of all fetuses referred for microfocus computed tomography imaging at a single institution was conducted for 3 years (2016–2019). Imaging was reported by 2 pediatric radiologists before autopsy, with “decision to proceed” based on the specialist perinatal pathologists’ judgment and parental consent. Agreement rates between microfocus computed tomography and antenatal ultrasound were evaluated, and where feasible, diagnostic accuracy for microfocus computed tomography was calculated using autopsy as a reference standard. Results A total of 268 fetuses were included (2–350 grams body weight; 11–24 weeks’ gestation), with cause for demise in 122 of 268 (45.5%). Of the 122 fetuses, 64 (52.5%) exhibited fetal anomalies. Although 221 of 268 (82.5%) fetuses had consent for invasive autopsy, only 29 of the 221 (13.1%) underwent this procedure, which implied an autopsy avoidance rate of 192 of 221 (86.9%). Complete agreement was present for all brain, thoracic, and abdominal pathologies, whereas sensitivity and specificity for cardiac anomalies were 66.7% and 91.7%, respectively. Microfocus computed tomography and antenatal ultrasound agreement was found in 219 of 266 cases (81.9%), with partial agreement in 21 of 266 (7.9%) and disagreement in 26 of 266 (10.5%), mostly because of additional cardiac, soft tissue, or genitourinary findings by microfocus computed tomography, which were not seen on the ultrasound. Conclusion Fetal microfocus computed tomography imaging is a viable and useful tool for imaging early gestational fetuses and can avoid the need for invasive autopsy. Confirmation of antenatal diagnoses is achieved in most cases, and additional anomalies may also be detected.
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Affiliation(s)
- Susan C Shelmerdine
- Department of Clinical Radiology, Great Ormond Street Hospital for Children, London, United Kingdom; UCL Great Ormond Street Institute of Child Health, Great Ormond Street Hospital for Children, London, United Kingdom; National Institute for Health Research Biomedical Research Centre, Great Ormond Street Hospital, London, United Kingdom.
| | - Ian C Simcock
- Department of Clinical Radiology, Great Ormond Street Hospital for Children, London, United Kingdom; UCL Great Ormond Street Institute of Child Health, Great Ormond Street Hospital for Children, London, United Kingdom; National Institute for Health Research Biomedical Research Centre, Great Ormond Street Hospital, London, United Kingdom
| | - John Ciaran Hutchinson
- Department of Paediatric Pathology, Great Ormond Street Hospital for Children, London, United Kingdom
| | - Anna Guy
- Department of Clinical Radiology, Great Ormond Street Hospital for Children, London, United Kingdom
| | - Michael T Ashworth
- Department of Paediatric Pathology, Great Ormond Street Hospital for Children, London, United Kingdom
| | - Neil J Sebire
- UCL Great Ormond Street Institute of Child Health, Great Ormond Street Hospital for Children, London, United Kingdom; Department of Paediatric Pathology, Great Ormond Street Hospital for Children, London, United Kingdom; National Institute for Health Research Biomedical Research Centre, Great Ormond Street Hospital, London, United Kingdom
| | - Owen J Arthurs
- Department of Clinical Radiology, Great Ormond Street Hospital for Children, London, United Kingdom; UCL Great Ormond Street Institute of Child Health, Great Ormond Street Hospital for Children, London, United Kingdom; National Institute for Health Research Biomedical Research Centre, Great Ormond Street Hospital, London, United Kingdom
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23
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Zhang YD, Dong Z, Wang SH, Yu X, Yao X, Zhou Q, Hu H, Li M, Jiménez-Mesa C, Ramirez J, Martinez FJ, Gorriz JM. Advances in multimodal data fusion in neuroimaging: Overview, challenges, and novel orientation. AN INTERNATIONAL JOURNAL ON INFORMATION FUSION 2020; 64:149-187. [PMID: 32834795 PMCID: PMC7366126 DOI: 10.1016/j.inffus.2020.07.006] [Citation(s) in RCA: 111] [Impact Index Per Article: 27.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/30/2020] [Revised: 07/06/2020] [Accepted: 07/14/2020] [Indexed: 05/13/2023]
Abstract
Multimodal fusion in neuroimaging combines data from multiple imaging modalities to overcome the fundamental limitations of individual modalities. Neuroimaging fusion can achieve higher temporal and spatial resolution, enhance contrast, correct imaging distortions, and bridge physiological and cognitive information. In this study, we analyzed over 450 references from PubMed, Google Scholar, IEEE, ScienceDirect, Web of Science, and various sources published from 1978 to 2020. We provide a review that encompasses (1) an overview of current challenges in multimodal fusion (2) the current medical applications of fusion for specific neurological diseases, (3) strengths and limitations of available imaging modalities, (4) fundamental fusion rules, (5) fusion quality assessment methods, and (6) the applications of fusion for atlas-based segmentation and quantification. Overall, multimodal fusion shows significant benefits in clinical diagnosis and neuroscience research. Widespread education and further research amongst engineers, researchers and clinicians will benefit the field of multimodal neuroimaging.
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Affiliation(s)
- Yu-Dong Zhang
- School of Informatics, University of Leicester, Leicester, LE1 7RH, Leicestershire, UK
- Department of Information Systems, Faculty of Computing and Information Technology, King Abdulaziz University, Jeddah 21589, Saudi Arabia
| | - Zhengchao Dong
- Department of Psychiatry, Columbia University, USA
- New York State Psychiatric Institute, New York, NY 10032, USA
| | - Shui-Hua Wang
- Department of Information Systems, Faculty of Computing and Information Technology, King Abdulaziz University, Jeddah 21589, Saudi Arabia
- School of Architecture Building and Civil engineering, Loughborough University, Loughborough, LE11 3TU, UK
- School of Mathematics and Actuarial Science, University of Leicester, LE1 7RH, UK
| | - Xiang Yu
- School of Informatics, University of Leicester, Leicester, LE1 7RH, Leicestershire, UK
| | - Xujing Yao
- School of Informatics, University of Leicester, Leicester, LE1 7RH, Leicestershire, UK
| | - Qinghua Zhou
- School of Informatics, University of Leicester, Leicester, LE1 7RH, Leicestershire, UK
| | - Hua Hu
- Department of Psychiatry, Columbia University, USA
- Department of Neurology, The Second Affiliated Hospital of Soochow University, China
| | - Min Li
- Department of Psychiatry, Columbia University, USA
- School of Internet of Things, Hohai University, Changzhou, China
| | - Carmen Jiménez-Mesa
- Department of Signal Theory, Networking and Communications, University of Granada, Granada, Spain
| | - Javier Ramirez
- Department of Signal Theory, Networking and Communications, University of Granada, Granada, Spain
| | - Francisco J Martinez
- Department of Signal Theory, Networking and Communications, University of Granada, Granada, Spain
| | - Juan Manuel Gorriz
- Department of Signal Theory, Networking and Communications, University of Granada, Granada, Spain
- Department of Psychiatry, University of Cambridge, Cambridge CB21TN, UK
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24
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Abstract
Online supplemental material is available for this article.
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Affiliation(s)
- Yousif Dawood
- From the Department of Medical Biology, Clinical Anatomy and Embryology Section (Y.D., B.S.d.B.), and Department of Obstetrics and Gynaecology (Y.D.), Amsterdam UMC, University of Amsterdam, Meibergdreef 9, Amsterdam, the Netherlands
| | - Bernadette S de Bakker
- From the Department of Medical Biology, Clinical Anatomy and Embryology Section (Y.D., B.S.d.B.), and Department of Obstetrics and Gynaecology (Y.D.), Amsterdam UMC, University of Amsterdam, Meibergdreef 9, Amsterdam, the Netherlands
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