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Deep Learning Methods for Lung Cancer Segmentation in Whole-Slide Histopathology Images-The ACDC@LungHP Challenge 2019.
Li Z, Zhang J, Tan T, Teng X, Sun X, Zhao H, Liu L, Xiao Y, Lee B, Li Y, Zhang Q, Sun S, Zheng Y, Yan J, Li N, Hong Y, Ko J, Jung H, Liu Y, Chen YC, Wang CW, Yurovskiy V, Maevskikh P, Khanagha V, Jiang Y, Yu L, Liu Z, Li D, Schuffler PJ, Yu Q, Chen H, Tang Y, Litjens G. Li Z, et al. Among authors: jung h. IEEE J Biomed Health Inform. 2021 Feb;25(2):429-440. doi: 10.1109/JBHI.2020.3039741. Epub 2021 Feb 5. IEEE J Biomed Health Inform. 2021. PMID: 33216724 Review.
PAIP 2019: Liver cancer segmentation challenge.
Kim YJ, Jang H, Lee K, Park S, Min SG, Hong C, Park JH, Lee K, Kim J, Hong W, Jung H, Liu Y, Rajkumar H, Khened M, Krishnamurthi G, Yang S, Wang X, Han CH, Kwak JT, Ma J, Tang Z, Marami B, Zeineh J, Zhao Z, Heng PA, Schmitz R, Madesta F, Rösch T, Werner R, Tian J, Puybareau E, Bovio M, Zhang X, Zhu Y, Chun SY, Jeong WK, Park P, Choi J. Kim YJ, et al. Among authors: jung h. Med Image Anal. 2021 Jan;67:101854. doi: 10.1016/j.media.2020.101854. Epub 2020 Oct 8. Med Image Anal. 2021. PMID: 33091742 Free article.
MoNuSAC2020: A Multi-Organ Nuclei Segmentation and Classification Challenge.
Verma R, Kumar N, Patil A, Kurian NC, Rane S, Graham S, Vu QD, Zwager M, Raza SEA, Rajpoot N, Wu X, Chen H, Huang Y, Wang L, Jung H, Brown GT, Liu Y, Liu S, Jahromi SAF, Khani AA, Montahaei E, Baghshah MS, Behroozi H, Semkin P, Rassadin A, Dutande P, Lodaya R, Baid U, Baheti B, Talbar S, Mahbod A, Ecker R, Ellinger I, Luo Z, Dong B, Xu Z, Yao Y, Lv S, Feng M, Xu K, Zunair H, Hamza AB, Smiley S, Yin TK, Fang QR, Srivastava S, Mahapatra D, Trnavska L, Zhang H, Narayanan PL, Law J, Yuan Y, Tejomay A, Mitkari A, Koka D, Ramachandra V, Kini L, Sethi A. Verma R, et al. Among authors: jung h. IEEE Trans Med Imaging. 2021 Dec;40(12):3413-3423. doi: 10.1109/TMI.2021.3085712. Epub 2021 Nov 30. IEEE Trans Med Imaging. 2021. PMID: 34086562
Predicting Molecular Subtype and Survival of Rhabdomyosarcoma Patients Using Deep Learning of H&E Images: A Report from the Children's Oncology Group.
Milewski D, Jung H, Brown GT, Liu Y, Somerville B, Lisle C, Ladanyi M, Rudzinski ER, Choo-Wosoba H, Barkauskas DA, Lo T, Hall D, Linardic CM, Wei JS, Chou HC, Skapek SX, Venkatramani R, Bode PK, Steinberg SM, Zaki G, Kuznetsov IB, Hawkins DS, Shern JF, Collins J, Khan J. Milewski D, et al. Among authors: jung h. Clin Cancer Res. 2023 Jan 17;29(2):364-378. doi: 10.1158/1078-0432.CCR-22-1663. Clin Cancer Res. 2023. PMID: 36346688 Free PMC article.
Histopathologic image-based deep learning classifier for predicting platinum-based treatment responses in high-grade serous ovarian cancer.
Ahn B, Moon D, Kim HS, Lee C, Cho NH, Choi HK, Kim D, Lee JY, Nam EJ, Won D, An HJ, Kwon SY, Shin SJ, Jung HR, Kwon D, Park H, Kim M, Cha YJ, Park H, Lee Y, Noh S, Lee YM, Choi SE, Kim JM, Sung SH, Park E. Ahn B, et al. Among authors: jung hr. Nat Commun. 2024 May 18;15(1):4253. doi: 10.1038/s41467-024-48667-6. Nat Commun. 2024. PMID: 38762636 Free PMC article.
Integrated proteomic and genomic analysis to identify predictive biomarkers for valproate response in bipolar disorder: a 6-month follow-up study.
Lee H, Han D, Hong KS, Ha K, Kim H, Cho EY, Myung W, Rhee SJ, Kim J, Ha TH, Lee KE, Jung HW, Lee Y, Lee D, Yu H, Lee D, Park YS, Ahn YM, Baek JH, Kim SH. Lee H, et al. Among authors: jung hw. Int J Bipolar Disord. 2024 May 17;12(1):19. doi: 10.1186/s40345-024-00342-x. Int J Bipolar Disord. 2024. PMID: 38758284 Free PMC article.
Corrigendum to: Development and Verification of Time-Series Deep Learning for Drug-Induced Liver Injury Detection in Patients Taking Angiotensin II Receptor Blockers: A Multicenter Distributed Research Network Approach.
Heo S, Yu JY, Kang EA, Shin H, Ryu K, Kim C, Chega Y, Jung H, Lee S, Park RW, Kim K, Hwangbo Y, Lee JH, Park YR. Heo S, et al. Among authors: jung h. Healthc Inform Res. 2024 Apr;30(2):168. doi: 10.4258/hir.2024.30.2.168. Epub 2024 Apr 30. Healthc Inform Res. 2024. PMID: 38755108 Free PMC article. No abstract available.
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