Title
Efficient Self-Supervised Grading of Prostate Cancer Pathology Riddhasree Bhattacharyya S. Das S. Mitra 39 0 0 28 Jan 2025
Enhancing Weakly-Supervised Histopathology Image Segmentation with Knowledge Distillation on MIL-Based Pseudo-Labels Yinsheng He Xingyu Li Roger J. Zemp VLM 48 0 0 14 Jul 2024
Towards a Visual-Language Foundation Model for Computational Pathology Ming Y. Lu Bowen Chen Drew F. K. Williamson Richard J. Chen Ivy Liang ... Andrew Zhang L. Le Georg Gerber Anil V. Parwani Faisal Mahmood VLM MedIm 42 46 0 24 Jul 2023
Domain-Specific Pre-training Improves Confidence in Whole Slide Image Classification S. Chitnis Sidong Liu T. Dash T. Verlekar A. Di Ieva S. Berkovsky L. Vig A. Srinivasan 24 4 0 20 Feb 2023
A Pathologist-Informed Workflow for Classification of Prostate Glands in Histopathology Alessandro Ferrero Beatrice Knudsen Deepika Sirohi Ross T. Whitaker 21 0 0 27 Sep 2022
Towards Label-efficient Automatic Diagnosis and Analysis: A Comprehensive Survey of Advanced Deep Learning-based Weakly-supervised, Semi-supervised and Self-supervised Techniques in Histopathological Image Analysis Linhao Qu Siyu Liu Xiaoyu Liu Manning Wang Zhijian Song 40 57 0 18 Aug 2022
Future Artificial Intelligence tools and perspectives in medicine A. Chaddad Y. Katib Lama Hassan 21 8 0 04 Jun 2022
Recommendations on test datasets for evaluating AI solutions in pathology A. Homeyer Christian Geißler L. O. Schwen Falk Zakrzewski Theodore Evans ... Tobias Lang P. Boor Heimo Muller P. Hufnagl N. Zerbe 54 42 0 21 Apr 2022
Vision Transformers in Medical Computer Vision -- A Contemplative Retrospection Arshi Parvaiz Muhammad Anwaar Khalid Rukhsana Zafar Huma Ameer M. Ali M. Fraz MedIm 23 59 0 29 Mar 2022
Towards Explainable End-to-End Prostate Cancer Relapse Prediction from H&E Images Combining Self-Attention Multiple Instance Learning with a Recurrent Neural Network Esther Dietrich Patrick Fuhlert Anne Ernst G. Sauter M. Lennartz H. Stiehl Marina Zimmermann Stefan Bonn 28 4 0 26 Nov 2021
Multiple Instance Captioning: Learning Representations from Histopathology Textbooks and Articles Jevgenij Gamper Nasir M. Rajpoot 27 63 0 08 Mar 2021
Predicting Prostate Cancer-Specific Mortality with A.I.-based Gleason Grading Ellery Wulczyn K. Nagpal M. Symonds M. Moran M. Plass ... Po-Hsuan Cameron Chen David F. Steiner K. Zatloukal Yun-Hui Liu C. Mermel ELM 21 35 0 25 Nov 2020
Objective Diagnosis for Histopathological Images Based on Machine Learning Techniques: Classical Approaches and New Trends Naira Elazab Hassan H. Soliman Shaker El-Sappagh S. Islam Mohammed M Elmogy 17 20 0 10 Nov 2020
A Multi-resolution Model for Histopathology Image Classification and Localization with Multiple Instance Learning Jiayun Li Wenyuan Li Anthony Sisk Huihui Ye W. D. Wallace W. Speier C. Arnold 24 108 0 05 Nov 2020
A Dilated Residual Hierarchically Fashioned Segmentation Framework for Extracting Gleason Tissues and Grading Prostate Cancer from Whole Slide Images Taimur Hassan Bilal Hassan A. El-Baz Naoufel Werghi 29 10 0 01 Nov 2020
Survey of XAI in digital pathology Milda Pocevičiūtė Gabriel Eilertsen Claes Lundström 14 56 0 14 Aug 2020
Detection of prostate cancer in whole-slide images through end-to-end training with image-level labels H. Pinckaers W. Bulten J. A. van der Laak G. Litjens MedIm 22 71 0 05 Jun 2020
PanNuke Dataset Extension, Insights and Baselines Jevgenij Gamper Navid Alemi Koohbanani Ksenija Benes S. Graham Mostafa Jahanifar S. Khurram A. Azam K. Hewitt Nasir M. Rajpoot 124 176 0 24 Mar 2020
Automated Detection of Cribriform Growth Patterns in Prostate Histology Images P. Ambrosini E. Hollemans C. Kweldam G. Leenders S. Stallinga F. Vos MedIm 23 26 0 23 Mar 2020
Artificial Intelligence Assistance Significantly Improves Gleason Grading of Prostate Biopsies by Pathologists W. Bulten M. Balkenhol J. A. Belinga A. Brilhante A. Çakır ... H. V. van Boven R. Vink J. A. van der Laak C. Hulsbergen-van der Kaa G. Litjens 10 128 0 11 Feb 2020
Deep learning with noisy labels: exploring techniques and remedies in medical image analysis Davood Karimi Haoran Dou Simon K. Warfield Ali Gholipour NoLa 24 536 0 05 Dec 2019
Representation Learning for Electronic Health Records W. Weng Peter Szolovits 36 19 0 19 Sep 2019
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 25 449 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 34 36 0 30 May 2019
Similar Image Search for Histopathology: SMILY Narayan Hegde J. Hipp Yun-Hui Liu M. Emmert-Buck Emily Reif ... C. Mermel Phil Q. Nelson L. Peng G. Corrado Martin C. Stumpe 38 138 0 30 Jan 2019
Microscope 2.0: An Augmented Reality Microscope with Real-time Artificial Intelligence Integration Pojui Chen Krishna Gadepalli Robert MacDonald Yun-Hui Liu K. Nagpal Timo Kohlberger Jeffrey Dean G. Corrado J. Hipp Martin C. Stumpe 23 41 0 21 Nov 2018