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Mitsouras D, Liacouras P, Imanzadeh A, Giannopoulos AA, Cai T, Kumamaru KK, George E, Wake N, Caterson EJ, Pomahac B, Ho VB, Grant GT, Rybicki FJ. Medical 3D Printing for the Radiologist. Radiographics 2016; 35:1965-88. [PMID: 26562233 DOI: 10.1148/rg.2015140320] [Citation(s) in RCA: 374] [Impact Index Per Article: 46.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/17/2023]
Abstract
While use of advanced visualization in radiology is instrumental in diagnosis and communication with referring clinicians, there is an unmet need to render Digital Imaging and Communications in Medicine (DICOM) images as three-dimensional (3D) printed models capable of providing both tactile feedback and tangible depth information about anatomic and pathologic states. Three-dimensional printed models, already entrenched in the nonmedical sciences, are rapidly being embraced in medicine as well as in the lay community. Incorporating 3D printing from images generated and interpreted by radiologists presents particular challenges, including training, materials and equipment, and guidelines. The overall costs of a 3D printing laboratory must be balanced by the clinical benefits. It is expected that the number of 3D-printed models generated from DICOM images for planning interventions and fabricating implants will grow exponentially. Radiologists should at a minimum be familiar with 3D printing as it relates to their field, including types of 3D printing technologies and materials used to create 3D-printed anatomic models, published applications of models to date, and clinical benefits in radiology. Online supplemental material is available for this article.
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Affiliation(s)
- Dimitris Mitsouras
- From the Applied Imaging Science Laboratory, Department of Radiology (D.M., A.I., A.A.G., T.C., K.K.K., E.G., F.J.R.), and Division of Plastic Surgery, Department of Surgery (E.J.C., B.P.), Brigham and Women's Hospital, Boston, Mass; 3D Medical Applications Center, Department of Radiology, Walter Reed National Military Medical Center, Bethesda, Md (P.L., V.B.H., G.T.G.); Center for Advanced Imaging Innovation and Research, Bernard and Irene Schwartz Center for Biomedical Imaging, Department of Radiology, NYU Langone Medical Center, New York, NY (N.W.); and Sackler Institute of Graduate Biomedical Sciences, New York University School of Medicine, New York, NY (N.W.)
| | - Peter Liacouras
- From the Applied Imaging Science Laboratory, Department of Radiology (D.M., A.I., A.A.G., T.C., K.K.K., E.G., F.J.R.), and Division of Plastic Surgery, Department of Surgery (E.J.C., B.P.), Brigham and Women's Hospital, Boston, Mass; 3D Medical Applications Center, Department of Radiology, Walter Reed National Military Medical Center, Bethesda, Md (P.L., V.B.H., G.T.G.); Center for Advanced Imaging Innovation and Research, Bernard and Irene Schwartz Center for Biomedical Imaging, Department of Radiology, NYU Langone Medical Center, New York, NY (N.W.); and Sackler Institute of Graduate Biomedical Sciences, New York University School of Medicine, New York, NY (N.W.)
| | - Amir Imanzadeh
- From the Applied Imaging Science Laboratory, Department of Radiology (D.M., A.I., A.A.G., T.C., K.K.K., E.G., F.J.R.), and Division of Plastic Surgery, Department of Surgery (E.J.C., B.P.), Brigham and Women's Hospital, Boston, Mass; 3D Medical Applications Center, Department of Radiology, Walter Reed National Military Medical Center, Bethesda, Md (P.L., V.B.H., G.T.G.); Center for Advanced Imaging Innovation and Research, Bernard and Irene Schwartz Center for Biomedical Imaging, Department of Radiology, NYU Langone Medical Center, New York, NY (N.W.); and Sackler Institute of Graduate Biomedical Sciences, New York University School of Medicine, New York, NY (N.W.)
| | - Andreas A Giannopoulos
- From the Applied Imaging Science Laboratory, Department of Radiology (D.M., A.I., A.A.G., T.C., K.K.K., E.G., F.J.R.), and Division of Plastic Surgery, Department of Surgery (E.J.C., B.P.), Brigham and Women's Hospital, Boston, Mass; 3D Medical Applications Center, Department of Radiology, Walter Reed National Military Medical Center, Bethesda, Md (P.L., V.B.H., G.T.G.); Center for Advanced Imaging Innovation and Research, Bernard and Irene Schwartz Center for Biomedical Imaging, Department of Radiology, NYU Langone Medical Center, New York, NY (N.W.); and Sackler Institute of Graduate Biomedical Sciences, New York University School of Medicine, New York, NY (N.W.)
| | - Tianrun Cai
- From the Applied Imaging Science Laboratory, Department of Radiology (D.M., A.I., A.A.G., T.C., K.K.K., E.G., F.J.R.), and Division of Plastic Surgery, Department of Surgery (E.J.C., B.P.), Brigham and Women's Hospital, Boston, Mass; 3D Medical Applications Center, Department of Radiology, Walter Reed National Military Medical Center, Bethesda, Md (P.L., V.B.H., G.T.G.); Center for Advanced Imaging Innovation and Research, Bernard and Irene Schwartz Center for Biomedical Imaging, Department of Radiology, NYU Langone Medical Center, New York, NY (N.W.); and Sackler Institute of Graduate Biomedical Sciences, New York University School of Medicine, New York, NY (N.W.)
| | - Kanako K Kumamaru
- From the Applied Imaging Science Laboratory, Department of Radiology (D.M., A.I., A.A.G., T.C., K.K.K., E.G., F.J.R.), and Division of Plastic Surgery, Department of Surgery (E.J.C., B.P.), Brigham and Women's Hospital, Boston, Mass; 3D Medical Applications Center, Department of Radiology, Walter Reed National Military Medical Center, Bethesda, Md (P.L., V.B.H., G.T.G.); Center for Advanced Imaging Innovation and Research, Bernard and Irene Schwartz Center for Biomedical Imaging, Department of Radiology, NYU Langone Medical Center, New York, NY (N.W.); and Sackler Institute of Graduate Biomedical Sciences, New York University School of Medicine, New York, NY (N.W.)
| | - Elizabeth George
- From the Applied Imaging Science Laboratory, Department of Radiology (D.M., A.I., A.A.G., T.C., K.K.K., E.G., F.J.R.), and Division of Plastic Surgery, Department of Surgery (E.J.C., B.P.), Brigham and Women's Hospital, Boston, Mass; 3D Medical Applications Center, Department of Radiology, Walter Reed National Military Medical Center, Bethesda, Md (P.L., V.B.H., G.T.G.); Center for Advanced Imaging Innovation and Research, Bernard and Irene Schwartz Center for Biomedical Imaging, Department of Radiology, NYU Langone Medical Center, New York, NY (N.W.); and Sackler Institute of Graduate Biomedical Sciences, New York University School of Medicine, New York, NY (N.W.)
| | - Nicole Wake
- From the Applied Imaging Science Laboratory, Department of Radiology (D.M., A.I., A.A.G., T.C., K.K.K., E.G., F.J.R.), and Division of Plastic Surgery, Department of Surgery (E.J.C., B.P.), Brigham and Women's Hospital, Boston, Mass; 3D Medical Applications Center, Department of Radiology, Walter Reed National Military Medical Center, Bethesda, Md (P.L., V.B.H., G.T.G.); Center for Advanced Imaging Innovation and Research, Bernard and Irene Schwartz Center for Biomedical Imaging, Department of Radiology, NYU Langone Medical Center, New York, NY (N.W.); and Sackler Institute of Graduate Biomedical Sciences, New York University School of Medicine, New York, NY (N.W.)
| | - Edward J Caterson
- From the Applied Imaging Science Laboratory, Department of Radiology (D.M., A.I., A.A.G., T.C., K.K.K., E.G., F.J.R.), and Division of Plastic Surgery, Department of Surgery (E.J.C., B.P.), Brigham and Women's Hospital, Boston, Mass; 3D Medical Applications Center, Department of Radiology, Walter Reed National Military Medical Center, Bethesda, Md (P.L., V.B.H., G.T.G.); Center for Advanced Imaging Innovation and Research, Bernard and Irene Schwartz Center for Biomedical Imaging, Department of Radiology, NYU Langone Medical Center, New York, NY (N.W.); and Sackler Institute of Graduate Biomedical Sciences, New York University School of Medicine, New York, NY (N.W.)
| | - Bohdan Pomahac
- From the Applied Imaging Science Laboratory, Department of Radiology (D.M., A.I., A.A.G., T.C., K.K.K., E.G., F.J.R.), and Division of Plastic Surgery, Department of Surgery (E.J.C., B.P.), Brigham and Women's Hospital, Boston, Mass; 3D Medical Applications Center, Department of Radiology, Walter Reed National Military Medical Center, Bethesda, Md (P.L., V.B.H., G.T.G.); Center for Advanced Imaging Innovation and Research, Bernard and Irene Schwartz Center for Biomedical Imaging, Department of Radiology, NYU Langone Medical Center, New York, NY (N.W.); and Sackler Institute of Graduate Biomedical Sciences, New York University School of Medicine, New York, NY (N.W.)
| | - Vincent B Ho
- From the Applied Imaging Science Laboratory, Department of Radiology (D.M., A.I., A.A.G., T.C., K.K.K., E.G., F.J.R.), and Division of Plastic Surgery, Department of Surgery (E.J.C., B.P.), Brigham and Women's Hospital, Boston, Mass; 3D Medical Applications Center, Department of Radiology, Walter Reed National Military Medical Center, Bethesda, Md (P.L., V.B.H., G.T.G.); Center for Advanced Imaging Innovation and Research, Bernard and Irene Schwartz Center for Biomedical Imaging, Department of Radiology, NYU Langone Medical Center, New York, NY (N.W.); and Sackler Institute of Graduate Biomedical Sciences, New York University School of Medicine, New York, NY (N.W.)
| | - Gerald T Grant
- From the Applied Imaging Science Laboratory, Department of Radiology (D.M., A.I., A.A.G., T.C., K.K.K., E.G., F.J.R.), and Division of Plastic Surgery, Department of Surgery (E.J.C., B.P.), Brigham and Women's Hospital, Boston, Mass; 3D Medical Applications Center, Department of Radiology, Walter Reed National Military Medical Center, Bethesda, Md (P.L., V.B.H., G.T.G.); Center for Advanced Imaging Innovation and Research, Bernard and Irene Schwartz Center for Biomedical Imaging, Department of Radiology, NYU Langone Medical Center, New York, NY (N.W.); and Sackler Institute of Graduate Biomedical Sciences, New York University School of Medicine, New York, NY (N.W.)
| | - Frank J Rybicki
- From the Applied Imaging Science Laboratory, Department of Radiology (D.M., A.I., A.A.G., T.C., K.K.K., E.G., F.J.R.), and Division of Plastic Surgery, Department of Surgery (E.J.C., B.P.), Brigham and Women's Hospital, Boston, Mass; 3D Medical Applications Center, Department of Radiology, Walter Reed National Military Medical Center, Bethesda, Md (P.L., V.B.H., G.T.G.); Center for Advanced Imaging Innovation and Research, Bernard and Irene Schwartz Center for Biomedical Imaging, Department of Radiology, NYU Langone Medical Center, New York, NY (N.W.); and Sackler Institute of Graduate Biomedical Sciences, New York University School of Medicine, New York, NY (N.W.)
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Kueckelhaus M, Turk M, Kumamaru KK, Wo L, Bueno EM, Lian CG, Alhefzi M, Aycart MA, Fischer S, De Girolami U, Murphy GF, Rybicki FJ, Pomahac B. Transformation of Face Transplants: Volumetric and Morphologic Graft Changes Resemble Aging After Facial Allotransplantation. Am J Transplant 2016; 16:968-78. [PMID: 26639618 DOI: 10.1111/ajt.13544] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/17/2015] [Revised: 09/03/2015] [Accepted: 09/18/2015] [Indexed: 01/25/2023]
Abstract
Facial allotransplantation restores normal anatomy to severely disfigured faces. Although >30 such operations performed worldwide have yielded promising short-term results, data on long-term outcomes remain scarce. Three full-face transplant recipients were followed for 40 months. Severe changes in volume and composition of the facial allografts were noted. Data from computed tomography performed 6, 18 and 36 months after transplantation were processed to separate allograft from recipient tissues and further into bone, fat and nonfat soft tissues. Skin and muscle biopsies underwent diagnostic evaluation. All three facial allografts sustained significant volume loss (mean 19.55%) between 6 and 36 months after transplant. Bone and nonfat soft tissue volumes decreased significantly over time (17.22% between months 6 and 18 and 25.56% between months 6 and 36, respectively), whereas fat did not. Histological evaluations showed atrophy of muscle fibers. Volumetric and morphometric changes in facial allografts have not been reported previously. The transformation of facial allografts in this study resembled aging through volume loss but differed substantially from regular aging. These findings have implications for risk-benefit assessment, donor selection and measures counteracting muscle and bone atrophy. Superior long-term outcomes of facial allotransplantation will be crucial to advance toward future clinical routine.
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Affiliation(s)
- M Kueckelhaus
- Division of Plastic Surgery, Department of Surgery, Brigham and Women's Hospital, Harvard Medical School, Boston, MA.,Department of Plastic Surgery, BG University Hospital Bergmannsheil, Ruhr University Bochum, Bochum, Germany
| | - M Turk
- Division of Plastic Surgery, Department of Surgery, Brigham and Women's Hospital, Harvard Medical School, Boston, MA
| | - K K Kumamaru
- Applied Imaging Science Laboratory, Department of Radiology, Brigham and Women's Hospital, Harvard Medical School, Boston, MA
| | - L Wo
- Division of Plastic Surgery, Department of Surgery, Brigham and Women's Hospital, Harvard Medical School, Boston, MA
| | - E M Bueno
- Division of Plastic Surgery, Department of Surgery, Brigham and Women's Hospital, Harvard Medical School, Boston, MA
| | - C G Lian
- Division of Dermatopathology, Department of Pathology, Brigham and Women's Hospital, Harvard Medical School, Boston, MA
| | - M Alhefzi
- Division of Plastic Surgery, Department of Surgery, Brigham and Women's Hospital, Harvard Medical School, Boston, MA
| | - M A Aycart
- Division of Plastic Surgery, Department of Surgery, Brigham and Women's Hospital, Harvard Medical School, Boston, MA
| | - S Fischer
- Division of Plastic Surgery, Department of Surgery, Brigham and Women's Hospital, Harvard Medical School, Boston, MA.,Department of Plastic Surgery, BG University Hospital Ludwigshafen, Heidelberg University, Ludwigshafen, Germany
| | - U De Girolami
- Division of Neuropathology, Department of Pathology, Brigham and Women's Hospital, Harvard Medical School, Boston, MA
| | - G F Murphy
- Division of Dermatopathology, Department of Pathology, Brigham and Women's Hospital, Harvard Medical School, Boston, MA
| | - F J Rybicki
- Applied Imaging Science Laboratory, Department of Radiology, Brigham and Women's Hospital, Harvard Medical School, Boston, MA
| | - B Pomahac
- Division of Plastic Surgery, Department of Surgery, Brigham and Women's Hospital, Harvard Medical School, Boston, MA
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Schultz K, George E, Mullen KM, Steigner ML, Mitsouras D, Bueno EM, Pomahac B, Rybicki FJ, Kumamaru KK. Reduced radiation exposure for face transplant surgical planning computed tomography angiography. PLoS One 2013; 8:e63079. [PMID: 23638180 PMCID: PMC3637203 DOI: 10.1371/journal.pone.0063079] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/23/2013] [Accepted: 03/28/2013] [Indexed: 12/21/2022] Open
Abstract
Objective To test the hypothesis that wide area detector face transplant surgical planning CT angiograms with simulated lower radiation dose and iterative reconstruction (AIDR3D) are comparable in image quality to those with standard tube current and filtered back projection (FBP) reconstruction. Materials and Methods The sinograms from 320-detector row CT angiography of four clinical candidates for face transplantation were processed utilizing standard FBP, FBP with simulated 75, 62, and 50% tube current, and AIDR3D with corresponding dose reduction. Signal-to-noise ratio (SNR) and contrast-to-noise ratio (CNR) were measured at muscle, fat, artery, and vein. Image quality for each reconstruction strategy was assessed by two independent readers using a 4-point scale. Results Compared to FBP, the median SNR and CNR for AIDR3D images were higher at all sites for all 4 different tube currents. The AIDR3D with simulated 50% tube current achieved comparable SNR and CNR to FBP with standard dose (median muscle SNR: 5.77 vs. 6.23; fat SNR: 6.40 vs. 5.75; artery SNR: 43.8 vs. 45.0; vein SNR: 54.9 vs. 55.7; artery CNR: 38.1 vs. 38.6; vein CNR: 49.0 vs. 48.7; all p-values >0.19). The interobserver agreement in the image quality score was good (weighted κ = 0.7). The overall score and the scores for smaller arteries were significantly lower when FBP with 50% dose reduction was used. The AIDR3D reconstruction images with 4 different simulated doses achieved a mean score ranging from 3.68 to 3.82 that were comparable to the scores from images reconstructed using FBP with original dose (3.68–3.77). Conclusions Simulated radiation dose reduction applied to clinical CT angiography for face transplant planning suggests that AIDR3D allows for a 50% reduction in radiation dose, as compared to FBP, while preserving image quality.
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Affiliation(s)
- Kurt Schultz
- Toshiba Medical Research Institute USA, Vernon Hills, Illinois, United States of America
| | - Elizabeth George
- Applied Imaging Science Laboratory, Department of Radiology, Brigham and Women's Hospital and Harvard Medical School, Boston, Massachusetts, United States of America
| | - Katherine M. Mullen
- Applied Imaging Science Laboratory, Department of Radiology, Brigham and Women's Hospital and Harvard Medical School, Boston, Massachusetts, United States of America
| | - Michael L. Steigner
- Applied Imaging Science Laboratory, Department of Radiology, Brigham and Women's Hospital and Harvard Medical School, Boston, Massachusetts, United States of America
| | - Dimitrios Mitsouras
- Applied Imaging Science Laboratory, Department of Radiology, Brigham and Women's Hospital and Harvard Medical School, Boston, Massachusetts, United States of America
| | - Ericka M. Bueno
- Department of Surgery, Division of Plastic Surgery, Brigham and Women's Hospital, Boston, Massachusetts, United States of America
| | - Bohdan Pomahac
- Department of Surgery, Division of Plastic Surgery, Brigham and Women's Hospital, Boston, Massachusetts, United States of America
| | - Frank J. Rybicki
- Applied Imaging Science Laboratory, Department of Radiology, Brigham and Women's Hospital and Harvard Medical School, Boston, Massachusetts, United States of America
- * E-mail:
| | - Kanako K. Kumamaru
- Applied Imaging Science Laboratory, Department of Radiology, Brigham and Women's Hospital and Harvard Medical School, Boston, Massachusetts, United States of America
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