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For: Amerikanos P, Maglogiannis I. Image Analysis in Digital Pathology Utilizing Machine Learning and Deep Neural Networks. J Pers Med 2022;12:jpm12091444. [PMID: 36143229 PMCID: PMC9500673 DOI: 10.3390/jpm12091444] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/10/2022] [Revised: 08/26/2022] [Accepted: 08/29/2022] [Indexed: 11/23/2022]  Open
Number Cited by Other Article(s)
1
DeVoe K, Takahashi G, Tarshizi E, Sacker A. Evaluation of the precision and accuracy in the classification of breast histopathology images using the MobileNetV3 model. J Pathol Inform 2024;15:100377. [PMID: 38706514 PMCID: PMC11066512 DOI: 10.1016/j.jpi.2024.100377] [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: 02/03/2024] [Revised: 04/05/2024] [Accepted: 04/08/2024] [Indexed: 05/07/2024]  Open
2
Gonzalez R, Saha A, Campbell CJ, Nejat P, Lokker C, Norgan AP. Seeing the random forest through the decision trees. Supporting learning health systems from histopathology with machine learning models: Challenges and opportunities. J Pathol Inform 2024;15:100347. [PMID: 38162950 PMCID: PMC10755052 DOI: 10.1016/j.jpi.2023.100347] [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: 08/21/2023] [Revised: 10/06/2023] [Accepted: 11/01/2023] [Indexed: 01/03/2024]  Open
3
Prassas I, Clarke B, Youssef T, Phlamon J, Dimitrakopoulos L, Rofaeil A, Yousef GM. Computational pathology: an evolving concept. Clin Chem Lab Med 2024;62:2148-2155. [PMID: 38646706 DOI: 10.1515/cclm-2023-1124] [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: 10/24/2023] [Accepted: 04/10/2024] [Indexed: 04/23/2024]
4
Chakraborty C, Bhattacharya M, Lee SS, Wen ZH, Lo YH. The changing scenario of drug discovery using AI to deep learning: Recent advancement, success stories, collaborations, and challenges. MOLECULAR THERAPY. NUCLEIC ACIDS 2024;35:102295. [PMID: 39257717 PMCID: PMC11386122 DOI: 10.1016/j.omtn.2024.102295] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 09/12/2024]
5
Sun G, Cai L, Yan X, Nie W, Liu X, Xu J, Zou X. A prediction model based on digital breast pathology image information. PLoS One 2024;19:e0294923. [PMID: 38758814 PMCID: PMC11101065 DOI: 10.1371/journal.pone.0294923] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/23/2023] [Accepted: 11/11/2023] [Indexed: 05/19/2024]  Open
6
Zarif S, Abdulkader H, Elaraby I, Alharbi A, Elkilani WS, Pławiak P. Using hybrid pre-trained models for breast cancer detection. PLoS One 2024;19:e0296912. [PMID: 38252633 PMCID: PMC10802945 DOI: 10.1371/journal.pone.0296912] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/21/2023] [Accepted: 12/21/2023] [Indexed: 01/24/2024]  Open
7
Bakasa W, Viriri S. VGG16 Feature Extractor with Extreme Gradient Boost Classifier for Pancreas Cancer Prediction. J Imaging 2023;9:138. [PMID: 37504815 PMCID: PMC10381878 DOI: 10.3390/jimaging9070138] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/15/2023] [Revised: 06/19/2023] [Accepted: 07/04/2023] [Indexed: 07/29/2023]  Open
8
del Olmo Lianes I, Yubero P, Gómez-Luengo Á, Nogales J, Espeso DR. Technical upgrade of an open-source liquid handler to support bacterial colony screening. Front Bioeng Biotechnol 2023;11:1202836. [PMID: 37404684 PMCID: PMC10315574 DOI: 10.3389/fbioe.2023.1202836] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/09/2023] [Accepted: 06/07/2023] [Indexed: 07/06/2023]  Open
9
Burrai GP, Gabrieli A, Polinas M, Murgia C, Becchere MP, Demontis P, Antuofermo E. Canine Mammary Tumor Histopathological Image Classification via Computer-Aided Pathology: An Available Dataset for Imaging Analysis. Animals (Basel) 2023;13:ani13091563. [PMID: 37174600 PMCID: PMC10177203 DOI: 10.3390/ani13091563] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/16/2023] [Revised: 04/27/2023] [Accepted: 05/04/2023] [Indexed: 05/15/2023]  Open
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