Title
Automated Gleason Grading of Prostate Biopsies using Deep Learning W. Bulten H. Pinckaers H. V. van Boven R. Vink Thomas de Bel Bram van Ginneken J. A. van der Laak C. Hulsbergen–van de Kaa G. Litjens 78 449 0 18 Jul 2019
An attention-based multi-resolution model for prostate whole slide imageclassification and localization Jiayun Li Wenyuan Li Arkadiusz Gertych Beatrice Knudsen W. Speier C. Arnold 79 36 0 30 May 2019
Ink removal from histopathology whole slide images by combining classification, detection and image generation models Sharib Ali N. K. Alham C. Verrill J. Rittscher MedIm 16 22 0 10 May 2019
Quantifying the effects of data augmentation and stain color normalization in convolutional neural networks for computational pathology David Tellez G. Litjens Péter Bándi W. Bulten J. Bokhorst F. Ciompi Jeroen van der Laak MedIm OOD 15 478 0 18 Feb 2019
Whole-Slide Image Focus Quality: Automatic Assessment and Impact on AI Cancer Detection Timo Kohlberger Yun-Hui Liu M. Moran Po-Hsuan Cameron Chen Chen Trissia Brown C. Mermel J. Hipp Martin C. Stumpe 41 78 0 15 Jan 2019
Context-Aware Learning using Transferable Features for Classification of Breast Cancer Histology Images Ruqayya Awan Navid Alemi Koohbanani Muhammad Shaban A. Lisowska Nasir M. Rajpoot 23 62 0 12 Feb 2018
Learning to diagnose from scratch by exploiting dependencies among labels L. Yao Eric Poblenz Dmitry Dagunts Ben Covington D. Bernard Kevin Lyman 36 333 0 28 Oct 2017
Deep-Learning for Classification of Colorectal Polyps on Whole-Slide Images Bruno Korbar Andrea M. Olofson Allen P. Miraflor Katherine M. Nicka M. Suriawinata Lorenzo Torresani A. Suriawinata Saeed Hassanpour MedIm 36 277 0 05 Mar 2017
The importance of stain normalization in colorectal tissue classification with convolutional networks F. Ciompi Oscar G. F. Geessink B. Bejnordi Gabriel Silva de Souza A. Baidoshvili G. Litjens Bram van Ginneken Iris Nagtegaal Jeroen van der Laak MedIm 19 201 0 20 Feb 2017
Dropout as a Bayesian Approximation: Representing Model Uncertainty in Deep Learning Y. Gal Zoubin Ghahramani UQCV BDL 383 9,233 0 06 Jun 2015