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CoNIC Challenge: Pushing the frontiers of nuclear detection, segmentation, classification and counting.
Graham S, Vu QD, Jahanifar M, Weigert M, Schmidt U, Zhang W, Zhang J, Yang S, Xiang J, Wang X, Rumberger JL, Baumann E, Hirsch P, Liu L, Hong C, Aviles-Rivero AI, Jain A, Ahn H, Hong Y, Azzuni H, Xu M, Yaqub M, Blache MC, Piégu B, Vernay B, Scherr T, Böhland M, Löffler K, Li J, Ying W, Wang C, Snead D, Raza SEA, Minhas F, Rajpoot NM; CoNIC Challenge Consortium. Graham S, et al. Among authors: vu qd. Med Image Anal. 2024 Feb;92:103047. doi: 10.1016/j.media.2023.103047. Epub 2023 Dec 13. Med Image Anal. 2024. PMID: 38157647 Free 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.
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: vu qd. 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
TIAToolbox as an end-to-end library for advanced tissue image analytics.
Pocock J, Graham S, Vu QD, Jahanifar M, Deshpande S, Hadjigeorghiou G, Shephard A, Bashir RMS, Bilal M, Lu W, Epstein D, Minhas F, Rajpoot NM, Raza SEA. Pocock J, et al. Among authors: vu qd. Commun Med (Lond). 2022 Sep 24;2:120. doi: 10.1038/s43856-022-00186-5. eCollection 2022. Commun Med (Lond). 2022. PMID: 36168445 Free PMC article.
Cancer drug sensitivity prediction from routine histology images.
Dawood M, Vu QD, Young LS, Branson K, Jones L, Rajpoot N, Minhas FUAA. Dawood M, et al. Among authors: vu qd. NPJ Precis Oncol. 2024 Jan 6;8(1):5. doi: 10.1038/s41698-023-00491-9. NPJ Precis Oncol. 2024. PMID: 38184744 Free PMC article.
BACH: Grand challenge on breast cancer histology images.
Aresta G, Araújo T, Kwok S, Chennamsetty SS, Safwan M, Alex V, Marami B, Prastawa M, Chan M, Donovan M, Fernandez G, Zeineh J, Kohl M, Walz C, Ludwig F, Braunewell S, Baust M, Vu QD, To MNN, Kim E, Kwak JT, Galal S, Sanchez-Freire V, Brancati N, Frucci M, Riccio D, Wang Y, Sun L, Ma K, Fang J, Kone I, Boulmane L, Campilho A, Eloy C, Polónia A, Aguiar P. Aresta G, et al. Among authors: vu qd. Med Image Anal. 2019 Aug;56:122-139. doi: 10.1016/j.media.2019.05.010. Epub 2019 May 31. Med Image Anal. 2019. PMID: 31226662
A Multi-Organ Nucleus Segmentation Challenge.
Kumar N, Verma R, Anand D, Zhou Y, Onder OF, Tsougenis E, Chen H, Heng PA, Li J, Hu Z, Wang Y, Koohbanani NA, Jahanifar M, Tajeddin NZ, Gooya A, Rajpoot N, Ren X, Zhou S, Wang Q, Shen D, Yang CK, Weng CH, Yu WH, Yeh CY, Yang S, Xu S, Yeung PH, Sun P, Mahbod A, Schaefer G, Ellinger I, Ecker R, Smedby O, Wang C, Chidester B, Ton TV, Tran MT, Ma J, Do MN, Graham S, Vu QD, Kwak JT, Gunda A, Chunduri R, Hu C, Zhou X, Lotfi D, Safdari R, Kascenas A, O'Neil A, Eschweiler D, Stegmaier J, Cui Y, Yin B, Chen K, Tian X, Gruening P, Barth E, Arbel E, Remer I, Ben-Dor A, Sirazitdinova E, Kohl M, Braunewell S, Li Y, Xie X, Shen L, Ma J, Baksi KD, Khan MA, Choo J, Colomer A, Naranjo V, Pei L, Iftekharuddin KM, Roy K, Bhattacharjee D, Pedraza A, Bueno MG, Devanathan S, Radhakrishnan S, Koduganty P, Wu Z, Cai G, Liu X, Wang Y, Sethi A. Kumar N, et al. Among authors: vu qd. IEEE Trans Med Imaging. 2020 May;39(5):1380-1391. doi: 10.1109/TMI.2019.2947628. Epub 2019 Oct 23. IEEE Trans Med Imaging. 2020. PMID: 31647422 Free PMC article.
27 results