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Segmentation and Classification in Digital Pathology for Glioma Research: Challenges and Deep Learning Approaches.
Kurc T, Bakas S, Ren X, Bagari A, Momeni A, Huang Y, Zhang L, Kumar A, Thibault M, Qi Q, Wang Q, Kori A, Gevaert O, Zhang Y, Shen D, Khened M, Ding X, Krishnamurthi G, Kalpathy-Cramer J, Davis J, Zhao T, Gupta R, Saltz J, Farahani K. Kurc T, et al. Front Neurosci. 2020 Feb 21;14:27. doi: 10.3389/fnins.2020.00027. eCollection 2020. Front Neurosci. 2020. PMID: 32153349 Free PMC article.
Methods for Segmentation and Classification of Digital Microscopy Tissue Images.
Vu QD, Graham S, Kurc T, To MNN, Shaban M, Qaiser T, Koohbanani NA, Khurram SA, Kalpathy-Cramer J, Zhao T, Gupta R, Kwak JT, Rajpoot N, Saltz J, Farahani K. Vu QD, et al. Front Bioeng Biotechnol. 2019 Apr 2;7:53. doi: 10.3389/fbioe.2019.00053. eCollection 2019. Front Bioeng Biotechnol. 2019. PMID: 31001524 Free PMC article.
Quantitative Imaging Informatics for Cancer Research.
Fedorov A, Beichel R, Kalpathy-Cramer J, Clunie D, Onken M, Riesmeier J, Herz C, Bauer C, Beers A, Fillion-Robin JC, Lasso A, Pinter C, Pieper S, Nolden M, Maier-Hein K, Herrmann MD, Saltz J, Prior F, Fennessy F, Buatti J, Kikinis R. Fedorov A, et al. JCO Clin Cancer Inform. 2020 May;4:444-453. doi: 10.1200/CCI.19.00165. JCO Clin Cancer Inform. 2020. PMID: 32392097 Free PMC article.
Standardization in Quantitative Imaging: A Multicenter Comparison of Radiomic Features from Different Software Packages on Digital Reference Objects and Patient Data Sets.
McNitt-Gray M, Napel S, Jaggi A, Mattonen SA, Hadjiiski L, Muzi M, Goldgof D, Balagurunathan Y, Pierce LA, Kinahan PE, Jones EF, Nguyen A, Virkud A, Chan HP, Emaminejad N, Wahi-Anwar M, Daly M, Abdalah M, Yang H, Lu L, Lv W, Rahmim A, Gastounioti A, Pati S, Bakas S, Kontos D, Zhao B, Kalpathy-Cramer J, Farahani K. McNitt-Gray M, et al. Tomography. 2020 Jun;6(2):118-128. doi: 10.18383/j.tom.2019.00031. Tomography. 2020. PMID: 32548288 Free PMC article.
Lung Nodule Malignancy Prediction in Sequential CT Scans: Summary of ISBI 2018 Challenge.
Balagurunathan Y, Beers A, Mcnitt-Gray M, Hadjiiski L, Napel S, Goldgof D, Perez G, Arbelaez P, Mehrtash A, Kapur T, Yang E, Moon JW, Perez GB, Delgado-Gonzalo R, Farhangi MM, Amini AA, Ni R, Feng X, Bagari A, Vaidhya K, Veasey B, Safta W, Frigui H, Enguehard J, Gholipour A, Castillo LS, Daza LA, Pinsky P, Kalpathy-Cramer J, Farahani K. Balagurunathan Y, et al. IEEE Trans Med Imaging. 2021 Dec;40(12):3748-3761. doi: 10.1109/TMI.2021.3097665. Epub 2021 Nov 30. IEEE Trans Med Imaging. 2021. PMID: 34264825 Free PMC article.
243 results