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For: Wang Q, Wang J, Zhou M, Li Q, Wang Y. Spectral-spatial feature-based neural network method for acute lymphoblastic leukemia cell identification via microscopic hyperspectral imaging technology. Biomed Opt Express 2017;8:3017-3028. [PMID: 28663923 PMCID: PMC5480446 DOI: 10.1364/boe.8.003017] [Citation(s) in RCA: 29] [Impact Index Per Article: 4.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/27/2017] [Revised: 05/11/2017] [Accepted: 05/11/2017] [Indexed: 05/04/2023]
Number Cited by Other Article(s)
1
Bai A, Si M, Xue P, Qu Y, Jiang Y. Artificial intelligence performance in detecting lymphoma from medical imaging: a systematic review and meta-analysis. BMC Med Inform Decis Mak 2024;24:13. [PMID: 38191361 PMCID: PMC10775443 DOI: 10.1186/s12911-023-02397-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/01/2023] [Accepted: 12/07/2023] [Indexed: 01/10/2024]  Open
2
Jiang S, Ma D, Tan X, Yang M, Jiao Q, Xu L. Bibliometric analysis of the current status and trends on medical hyperspectral imaging. Front Med (Lausanne) 2023;10:1235955. [PMID: 37795419 PMCID: PMC10545955 DOI: 10.3389/fmed.2023.1235955] [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: 06/07/2023] [Accepted: 08/30/2023] [Indexed: 10/06/2023]  Open
3
Ryu D, Bak T, Ahn D, Kang H, Oh S, Min HS, Lee S, Lee J. Deep learning-based label-free hematology analysis framework using optical diffraction tomography. Heliyon 2023;9:e18297. [PMID: 37576294 PMCID: PMC10412892 DOI: 10.1016/j.heliyon.2023.e18297] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/04/2023] [Revised: 07/12/2023] [Accepted: 07/13/2023] [Indexed: 08/15/2023]  Open
4
Qin X, Zhang M, Zhou C, Ran T, Pan Y, Deng Y, Xie X, Zhang Y, Gong T, Zhang B, Zhang L, Wang Y, Li Q, Wang D, Gao L, Zou D. A deep learning model using hyperspectral image for EUS-FNA cytology diagnosis in pancreatic ductal adenocarcinoma. Cancer Med 2023;12:17005-17017. [PMID: 37455599 PMCID: PMC10501295 DOI: 10.1002/cam4.6335] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/08/2022] [Revised: 06/12/2023] [Accepted: 07/03/2023] [Indexed: 07/18/2023]  Open
5
Aloupogianni E, Ishikawa M, Ichimura T, Hamada M, Murakami T, Sasaki A, Nakamura K, Kobayashi N, Obi T. Effects of dimension reduction of hyperspectral images in skin gross pathology. Skin Res Technol 2023;29:e13270. [PMID: 36823506 PMCID: PMC10155843 DOI: 10.1111/srt.13270] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/13/2022] [Accepted: 12/17/2022] [Indexed: 02/05/2023]
6
Li Y, Shi X, Yang L, Pu C, Tan Q, Yang Z, Huang H. MC-GAT: multi-layer collaborative generative adversarial transformer for cholangiocarcinoma classification from hyperspectral pathological images. BIOMEDICAL OPTICS EXPRESS 2022;13:5794-5812. [PMID: 36733731 PMCID: PMC9872896 DOI: 10.1364/boe.472106] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/02/2022] [Revised: 09/24/2022] [Accepted: 10/01/2022] [Indexed: 06/18/2023]
7
S A, Ganesan K, K BB. A novel deep learning approach for sickle cell anemia detection in human RBCs using an improved wrapper-based feature selection technique in microscopic blood smear images. BIOMED ENG-BIOMED TE 2022;68:175-185. [PMID: 36197949 DOI: 10.1515/bmt-2021-0127] [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: 04/29/2021] [Accepted: 09/13/2022] [Indexed: 11/15/2022]
8
Chen D, Li N, Liu X, Zeng S, Lv X, Chen L, Xiao Y, Hu Q. Label-free hematology analysis method based on defocusing phase-contrast imaging under illumination of 415 nm light. BIOMEDICAL OPTICS EXPRESS 2022;13:4752-4772. [PMID: 36187242 PMCID: PMC9484434 DOI: 10.1364/boe.466162] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/08/2022] [Revised: 07/16/2022] [Accepted: 08/03/2022] [Indexed: 06/16/2023]
9
Sengar N, Burget R, Dutta MK. A vision transformer based approach for analysis of plasmodium vivax life cycle for malaria prediction using thin blood smear microscopic images. COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE 2022;224:106996. [PMID: 35843076 DOI: 10.1016/j.cmpb.2022.106996] [Citation(s) in RCA: 12] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/10/2022] [Revised: 06/23/2022] [Accepted: 06/29/2022] [Indexed: 06/15/2023]
10
Panda A, Pachori RB, Kakkar N, Joseph John M, Sinnappah-Kang ND. Screening chronic myeloid leukemia neutrophils using a novel 3-Dimensional Spectral Gradient Mapping algorithm on hyperspectral images. COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE 2022;220:106836. [PMID: 35523026 DOI: 10.1016/j.cmpb.2022.106836] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/12/2020] [Revised: 04/17/2022] [Accepted: 04/23/2022] [Indexed: 06/14/2023]
11
Ma L, Little JV, Chen AY, Myers L, Sumer BD, Fei B. Automatic detection of head and neck squamous cell carcinoma on histologic slides using hyperspectral microscopic imaging. JOURNAL OF BIOMEDICAL OPTICS 2022;27:046501. [PMID: 35484692 PMCID: PMC9050479 DOI: 10.1117/1.jbo.27.4.046501] [Citation(s) in RCA: 9] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 12/22/2021] [Accepted: 04/05/2022] [Indexed: 06/14/2023]
12
Kouzehkanan ZM, Saghari S, Tavakoli S, Rostami P, Abaszadeh M, Mirzadeh F, Satlsar ES, Gheidishahran M, Gorgi F, Mohammadi S, Hosseini R. A large dataset of white blood cells containing cell locations and types, along with segmented nuclei and cytoplasm. Sci Rep 2022;12:1123. [PMID: 35064165 PMCID: PMC8782871 DOI: 10.1038/s41598-021-04426-x] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/29/2021] [Accepted: 12/10/2021] [Indexed: 12/16/2022]  Open
13
An Attention-Based Convolutional Neural Network for Acute Lymphoblastic Leukemia Classification. APPLIED SCIENCES-BASEL 2021. [DOI: 10.3390/app112210662] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/28/2023]
14
Classification of chronic myeloid leukemia neutrophils by hyperspectral imaging using Euclidean and Mahalanobis distances. Biomed Signal Process Control 2021. [DOI: 10.1016/j.bspc.2021.103025] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
15
Sun L, Zhou M, Li Q, Hu M, Wen Y, Zhang J, Lu Y, Chu J. Diagnosis of cholangiocarcinoma from microscopic hyperspectral pathological dataset by deep convolution neural networks. Methods 2021;202:22-30. [PMID: 33838272 DOI: 10.1016/j.ymeth.2021.04.005] [Citation(s) in RCA: 28] [Impact Index Per Article: 9.3] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/05/2021] [Revised: 03/29/2021] [Accepted: 04/03/2021] [Indexed: 01/02/2023]  Open
16
Accurate prediction of salmon storage time using improved Raman spectroscopy. J FOOD ENG 2021. [DOI: 10.1016/j.jfoodeng.2020.110378] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/23/2022]
17
Rehman AU, Qureshi SA. A review of the medical hyperspectral imaging systems and unmixing algorithms' in biological tissues. Photodiagnosis Photodyn Ther 2020;33:102165. [PMID: 33383204 DOI: 10.1016/j.pdpdt.2020.102165] [Citation(s) in RCA: 26] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/28/2020] [Revised: 12/18/2020] [Accepted: 12/21/2020] [Indexed: 01/27/2023]
18
Baydilli YY, Atila U, Elen A. Learn from one data set to classify all - A multi-target domain adaptation approach for white blood cell classification. COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE 2020;196:105645. [PMID: 32702574 DOI: 10.1016/j.cmpb.2020.105645] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/20/2020] [Accepted: 06/30/2020] [Indexed: 06/11/2023]
19
Zhu Y, Zhang J, Li M, Zhao L, Ren H, Yan L, Zhao G, Zhu C. Rapid determination of spore germinability of Clostridium perfringens based on microscopic hyperspectral imaging technology and chemometrics. J FOOD ENG 2020. [DOI: 10.1016/j.jfoodeng.2019.109896] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/15/2023]
20
Basnet J, Alsadoon A, Prasad PWC, Aloussi SA, Alsadoon OH. A Novel Solution of Using Deep Learning for White Blood Cells Classification: Enhanced Loss Function with Regularization and Weighted Loss (ELFRWL). Neural Process Lett 2020. [DOI: 10.1007/s11063-020-10321-9] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/27/2022]
21
Al-Dulaimi K, Banks J, Nugyen K, Al-Sabaawi A, Tomeo-Reyes I, Chandran V. Segmentation of White Blood Cell, Nucleus and Cytoplasm in Digital Haematology Microscope Images: A Review-Challenges, Current and Future Potential Techniques. IEEE Rev Biomed Eng 2020;14:290-306. [PMID: 32746365 DOI: 10.1109/rbme.2020.3004639] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022]
22
Hyperspectral Superpixel-Wise Glioblastoma Tumor Detection in Histological Samples. APPLIED SCIENCES-BASEL 2020. [DOI: 10.3390/app10134448] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/16/2022]
23
Ortega S, Halicek M, Fabelo H, Callico GM, Fei B. Hyperspectral and multispectral imaging in digital and computational pathology: a systematic review [Invited]. BIOMEDICAL OPTICS EXPRESS 2020;11:3195-3233. [PMID: 32637250 PMCID: PMC7315999 DOI: 10.1364/boe.386338] [Citation(s) in RCA: 71] [Impact Index Per Article: 17.8] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/19/2019] [Revised: 03/28/2020] [Accepted: 05/08/2020] [Indexed: 05/06/2023]
24
Huang Q, Li W, Zhang B, Li Q, Tao R, Lovell NH. Blood Cell Classification Based on Hyperspectral Imaging With Modulated Gabor and CNN. IEEE J Biomed Health Inform 2020;24:160-170. [DOI: 10.1109/jbhi.2019.2905623] [Citation(s) in RCA: 27] [Impact Index Per Article: 6.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 08/30/2023]
25
Detection of acute lymphoblastic leukemia using image segmentation and data mining algorithms. Med Biol Eng Comput 2019;57:1783-1811. [PMID: 31201595 DOI: 10.1007/s11517-019-01984-1] [Citation(s) in RCA: 17] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/19/2017] [Accepted: 04/22/2019] [Indexed: 01/14/2023]
26
Johansen TH, Møllersen K, Ortega S, Fabelo H, Garcia A, Callico GM, Godtliebsen F. Recent advances in hyperspectral imaging for melanoma detection. WIRES COMPUTATIONAL STATISTICS 2019. [DOI: 10.1002/wics.1465] [Citation(s) in RCA: 19] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/11/2022]
27
Label-free classification of neurons and glia in neural stem cell cultures using a hyperspectral imaging microscopy combined with machine learning. Sci Rep 2019;9:633. [PMID: 30679652 PMCID: PMC6345994 DOI: 10.1038/s41598-018-37241-y] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/29/2018] [Accepted: 12/04/2018] [Indexed: 02/06/2023]  Open
28
Ortega S, Fabelo H, Camacho R, de la Luz Plaza M, Callicó GM, Sarmiento R. Detecting brain tumor in pathological slides using hyperspectral imaging. BIOMEDICAL OPTICS EXPRESS 2018;9:818-831. [PMID: 29552415 PMCID: PMC5854081 DOI: 10.1364/boe.9.000818] [Citation(s) in RCA: 48] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/08/2018] [Revised: 01/10/2018] [Accepted: 01/19/2018] [Indexed: 05/16/2023]
29
High predictive values of RBC membrane-based diagnostics by biophotonics in an integrated approach for Autism Spectrum Disorders. Sci Rep 2017;7:9854. [PMID: 28852136 PMCID: PMC5574882 DOI: 10.1038/s41598-017-10361-7] [Citation(s) in RCA: 21] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/25/2016] [Accepted: 08/09/2017] [Indexed: 12/13/2022]  Open
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