Title
RepSNet: A Nucleus Instance Segmentation model based on Boundary Regression and Structural Re-parameterization Shengchun Xiong Xiangru Li Yunpeng Zhong Wanfen Peng 66 0 0 08 May 2025
Histo-Miner: Deep Learning based Tissue Features Extraction Pipeline from H&E Whole Slide Images of Cutaneous Squamous Cell Carcinoma Lucas Sancéré Carina Lorenz Doris Helbig Oana-Diana Persa Sonja Dengler ... Martim Laimer Anne Fröhlich Jennifer Landsberg Johannes Brägelmann Katarzyna Bozek 44 0 0 07 May 2025
COIN: Confidence Score-Guided Distillation for Annotation-Free Cell Segmentation Sanghyun Jo Seo Jin Lee Seungwoo Lee Seohyung Hong Hyungseok Seo Kyungsu Kim 48 0 0 14 Mar 2025
Domain Generalization in Computational Pathology: Survey and Guidelines Mostafa Jahanifar M. Raza Kesi Xu T. Vuong R. Jewsbury ... Neda Zamanitajeddin Jin Tae Kwak S. Raza F. Minhas Nasir M. Rajpoot OOD 28 17 0 30 Oct 2023
Improving Generalization Capability of Deep Learning-Based Nuclei Instance Segmentation by Non-deterministic Train Time and Deterministic Test Time Stain Normalization A. Mahbod Georg Dorffner Isabella Ellinger Ramona Woitek Sepideh Hatamikia 51 5 0 12 Sep 2023
OCELOT: Overlapped Cell on Tissue Dataset for Histopathology Jeongun Ryu Aaron Valero Puche Jaewoong Shin Seonwook Park Biagio Brattoli ... S. Cho K. Paeng C-Y. Ock D. Yoo Sérgio Pereira 31 25 0 23 Mar 2023
SIAN: Style-Guided Instance-Adaptive Normalization for Multi-Organ Histopathology Image Synthesis Haotian Wang Min Xian Aleksandar Vakanski Bryar Shareef MedIm 39 6 0 02 Sep 2022
MRL: Learning to Mix with Attention and Convolutions Shlok Mohta Hisahiro Suganuma Yoshiki Tanaka 22 2 0 30 Aug 2022
A Pragmatic Machine Learning Approach to Quantify Tumor Infiltrating Lymphocytes in Whole Slide Images N. Shvetsov Morten Grønnesby Edvard Pedersen Kajsa Møllersen Lill-ToveRasmussen Busund Ruth Schwienbacher L. A. Bongo T. Kilvaer 14 14 0 14 Feb 2022
Sharp-GAN: Sharpness Loss Regularized GAN for Histopathology Image Synthesis S. Butte Haotian Wang Min Xian Aleksandar Vakanski GAN MedIm 16 18 0 27 Oct 2021
Robust Interactive Semantic Segmentation of Pathology Images with Minimal User Input Mostafa Jahanifar Neda Zamani Tajeddin Navid Alemi Koohbanani Nasir M. Rajpoot 26 22 0 30 Aug 2021
Lizard: A Large-Scale Dataset for Colonic Nuclear Instance Segmentation and Classification S. Graham Mostafa Jahanifar A. Azam M. Nimir Yee Wah Tsang ... S. Raza H. Eldaly K. Gopalakrishnan David R. J. Snead Nasir M. Rajpoot 30 124 0 25 Aug 2021
Sparse-shot Learning with Exclusive Cross-Entropy for Extremely Many Localisations Andreas Panteli Jonas Teuwen H. Horlings E. Gavves 21 3 0 21 Apr 2021
Dataset of Segmented Nuclei in Hematoxylin and Eosin Stained Histopathology Images of 10 Cancer Types L. Hou Rajarsi R. Gupta John S. Van Arnam Yuwei Zhang Kaustubh Sivalenka Dimitris Samaras Tahsin M. Kurc Joel H. Saltz 24 45 0 18 Feb 2020
NuClick: From Clicks in the Nuclei to Nuclear Boundaries Mostafa Jahanifar Navid Alemi Koohbanani Nasir M. Rajpoot 20 18 0 07 Sep 2019