A Multi-Organ Nucleus Segmentation Challenge

Kumar, Neeraj; Verma, Ruchika; Anand, Deepak; Zhou, Yanning; Fahri Onder, Omer; Tsougenis, Efstratios; Chen, Hao; Heng, Pheng‐Ann; Li, Jiahui; Hu, Zhiqiang; Wang, Yunzhi; Alemi Koohbanani, Navid; Jahanifar, Mostafa; Zamani Tajeddin, Neda; Gooya, Ali; Rajpoot, Nasir; Ren, Xuhua; Zhou, Sihang; Wang, Qian; Shen, Dinggang; Yang, Cheng-Kun; Weng, Chi-Hung; Yu, Wei-Hsiang; Yeh, Chao‐Yuan; Yang, Shuang; Xu, Shuoyu; Hei Yeung, Pak; Sun, Peng; Mahbod, Amirreza; Schaefer, Gerald; Ellinger, Isabella; Ecker, Rupert; Smedby, Örjan; Wang, Chunliang; Chidester, Benjamin; Ton, That-Vinh; Tran, Minh–Triet; Ma, Jian; Minh, N.; Graham, Simon; Dang Vu, Quoc; Tae Kwak, Jin; Gunda, Akshaykumar; Chunduri, Raviteja; Hu, Corey; Zhou, Xiaoyang; Lotfi, Dariush; Safdari, Reza; Kascenas, Antanas; O’Neil, Alison; Eschweiler, Dennis; Stegmaier, Johannes; Cui, Yanping; Yin, Baocai; Chen, Kailin; Tian, Xinmei; Gruening, Philipp; Barth, Erhardt; Arbel, Elad; Remer, Itay; Ben‐Dor, Amir; Sirazitdinova, Ekaterina; Kohl, Matthias; Braunewell, Stefan; Li, Yuexiang; Xie, Xinpeng; Shen, Linlin; Ma, Jun; Das Baksi, Krishanu; Azam Khan, Mohammad; Choo, Jaegul; Colomer, Adrián; Naranjo, Valery; Pei, Linmin; M. Iftekharuddin, Khan; Roy, Kaushiki; Bhattacharjee, Debotosh; Pedraza, Aníbal; Gloria Bueno, Maria; Devanathan, Sabarinathan; Radhakrishnan, Saravanan; Koduganty, Praveen; Wu, Zihan; Cai, Guanyu; Liu, Xiaojie; Wang, Yuqin; Sethi, Amit

doi:10.1109/tmi.2019.2947628

Public

A Multi-Organ Nucleus Segmentation Challenge

Published in IEEE Transactions on Medical Imaging • Oct 23, 2019

Authors:

Neeraj Kumar

Ruchika Verma

Deepak Anand

Abstract

Generalized nucleus segmentation techniques can contribute greatly to reducing the time to develop and validate visual biomarkers for new digital pathology datasets. We summarize the results of MoNuSeg 2018 Challenge whose objective was to develop generalizable nuclei segmentation techniques in digi...

Subject

Image segmentation

Artificial intelligence

Segmentation

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