Artificial intelligence for diagnosis and Gleason grading of prostate cancer: the PANDA challenge

Bulten, Wouter; Kartasalo, Kimmo; Cameron Chen, Po-Hsuan; Ström, Peter; Pinckaers, Hans; Nagpal, Kunal; Cai, Yuannan; F. Steiner, David; van Boven, Hester; Vink, Robert; Hulsbergen-van de Kaa, Christina; van der Laak, Jeroen; B. Amin, Mahul; J. Evans, Andrew; van der Kwast, Theodorus; Allan, Robert; A. Humphrey, Peter; Grönberg, Henrik; Samaratunga, Hemamali; Delahunt, Brett; Tsuzuki, Toyonori; Häkkinen, Tomi; Egevad, Lars; Demkin, Maggie; Dane, Sohier; Tan, Fraser; Valkonen, Masi; S. Corrado, Greg; Peng, Lily; H. Mermel, Craig; Ruusuvuori, Pekka; Litjens, Geert; Eklund, Martin; Brilhante, Américo; Çakır, Aslı; Farré, Xavier; Geronatsiou, Katerina; Molinié, Vincent; Pereira, Guilherme; Roy, Paromita; Saile, Günter; G. O. Salles, Paulo; Schaafsma, Ewout; Tschui, Joëlle; Billoch-Lima, Jorge; M. Pereira, Emíio; Zhou, Ming; He, Shujun; Song, Sejun; Sun, Qing; Yoshihara, Hiroshi; Yamaguchi, Taiki; Ono, Kosaku; Shen, Tao; Ji, Jianyi; Roussel, Arnaud; Zhou, Kairong; Chai, Tianrui; Weng, Nina; Grechka, Dmitry; V. Shugaev, Maxim; Kiminya, Raphael; Kovalev, Vassili; Voynov, Dmitry; Malyshev, Valery; Lapo, Elizabeth; Campos, Manuel; Ota, Noriaki; Yamaoka, Shinsuke; Fujimoto, Yusuke; Yoshioka, Kentaro; Juvonen, Joni; Tukiainen, Mikko; Karlsson, Antti; Guo, Rui; Hsieh, Chia-Lun; Zubarev, Igor; S. T. Bukhar, Habib; Li, Wenyuan; Li, Jiayun; Speier, William; Arnold, Corey; Kim, Kyungdoc; Bae, Byeonguk; Won Kim, Yeong; Lee, Hong-Seok; Park, Jeonghyuk

doi:10.1038/s41591-021-01620-2

Public

Artificial intelligence for diagnosis and Gleason grading of prostate cancer: the PANDA challenge

Published in Nature Medicine • Jan 1, 2022

Authors:

Wouter Bulten

Kimmo Kartasalo

Po-Hsuan Cameron Chen

Abstract

Artificial intelligence (AI) has shown promise for diagnosing prostate cancer in biopsies. However, results have been limited to individual studies, lacking validation in multinational settings. Competitions have been shown to be accelerators for medical imaging innovations, but their impact is hind...

Subject

Prostate cancer

Grading (engineering)

Medicine

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