Detection of prostate cancer in whole-slide images through end-to-end
training with image-level labels

Detection of prostate cancer in whole-slide images through end-to-end training with image-level labels

5 June 2020

J. A. van der Laak

Papers citing "Detection of prostate cancer in whole-slide images through end-to-end training with image-level labels"

14 / 14 papers shown

Title
Enhancing Thyroid Cytology Diagnosis with RAG-Optimized LLMs and Pa-thology Foundation Models Hussien Al-Asi Jordan P Reynolds Shweta Agarwal Bryan J Dangott Aziza Nassar Zeynettin Akkus LM&MA 42 0 0 13 May 2025
Task-oriented Embedding Counts: Heuristic Clustering-driven Feature Fine-tuning for Whole Slide Image Classification Xuenian Wang Shanshan Shi Renao Yan Qiehe Sun Lianghui Zhu Tian Guan Yonghong He 34 0 0 02 Jun 2024
Beyond Multiple Instance Learning: Full Resolution All-In-Memory End-To-End Pathology Slide Modeling Gabriele Campanella Eugene Fluder Jennifer Zeng Chad M. Vanderbilt Thomas J. Fuchs MedIm 38 0 0 07 Mar 2024
Hierarchical Vision Transformers for Context-Aware Prostate Cancer Grading in Whole Slide Images Clément Grisi G. Litjens Jeroen van der Laak MedIm 17 1 0 19 Dec 2023
Learning to Holistically Detect Bridges from Large-Size VHR Remote Sensing Imagery Yansheng Li Junwei Luo Yongjun Zhang Yihua Tan Jin-Gang Yu Song Bai 38 21 0 05 Dec 2023
DPSeq: A Novel and Efficient Digital Pathology Classifier for Predicting Cancer Biomarkers using Sequencer Architecture M. Cen Xingyu Li Bangwei Guo J. Jonnagaddala Hong Zhang Xuesong Xu MedIm 24 0 0 03 May 2023
Time to Embrace Natural Language Processing (NLP)-based Digital Pathology: Benchmarking NLP- and Convolutional Neural Network-based Deep Learning Pipelines M. Cen Xingyu Li Bangwei Guo J. Jonnagaddala Hong Zhang Xuesong Xu MedIm LM&MA 19 0 0 21 Feb 2023
Deep Learning-Based Prediction of Molecular Tumor Biomarkers from H&E: A Practical Review Heather D. Couture 50 20 0 27 Nov 2022
Preparing data for pathological artificial intelligence with clinical-grade performance Yuanqing Yang K. Sun Yanhua Gao Kuang-Heng Wang Gang Yu OOD 32 1 0 22 May 2022
End-to-end Multiple Instance Learning with Gradient Accumulation Axel Andersson N. Koriakina Natavsa Sladoje Joakim Lindblad 24 6 0 08 Mar 2022
Weakly-supervised Generative Adversarial Networks for medical image classification Jia-min Mao Xuesong Yin Yuan Chang Qi Huang GAN MedIm 19 1 0 29 Nov 2021
DeepSMILE: Contrastive self-supervised pre-training benefits MSI and HRD classification directly from H&E whole-slide images in colorectal and breast cancer Yoni Schirris E. Gavves I. Nederlof H. Horlings Jonas Teuwen 27 93 0 20 Jul 2021
Resolution-Based Distillation for Efficient Histology Image Classification Joseph DiPalma A. Suriawinata L. Tafe Lorenzo Torresani Saeed Hassanpour 40 35 0 11 Jan 2021
Self-Supervision Closes the Gap Between Weak and Strong Supervision in Histology Olivier Dehaene Axel Camara O. Moindrot Axel de Lavergne P. Courtiol 26 69 0 07 Dec 2020