Title
RepSNet: A Nucleus Instance Segmentation model based on Boundary Regression and Structural Re-parameterization Shengchun Xiong Xiangru Li Yunpeng Zhong Wanfen Peng 259 1 0 08 May 2025
HistoSmith: Single-Stage Histology Image-Label Generation via Conditional Latent Diffusion for Enhanced Cell Segmentation and Classification V. Vadori Jean-Marie Graic A. Peruffo L. Finos Ujwala Kiran Chaudhari Enrico Grisan DiffM MedIm 126 0 0 12 Feb 2025
Nuclear Segmentation and Classification: On Color & Compression Generalization Q. Vu R. Jewsbury S. Graham Mostafa Jahanifar S. Raza F. Minhas A. Bhalerao Nasir M. Rajpoot MedIm 43 6 0 09 Jan 2023
SynCLay: Interactive Synthesis of Histology Images from Bespoke Cellular Layouts Srijay Deshpande Muhammad Dawood F. Minhas Nasir M. Rajpoot MedIm 52 11 0 28 Dec 2022
Generative Adversarial Networks Gilad Cohen Raja Giryes GAN 280 30,103 0 01 Mar 2022
RestainNet: a self-supervised digital re-stainer for stain normalization Bingchao Zhao Jiatai Lin C. Liang Zongjian Yi Xin Chen ... Weihao Qiu Dan Li Li Liang Chu Han Zaiyi Liu 51 27 0 28 Feb 2022
Handcrafted Histological Transformer (H2T): Unsupervised Representation of Whole Slide Images Q. Vu K. Rajpoot S. Raza Nasir M. Rajpoot ViT MedIm 55 33 0 14 Feb 2022
REET: Robustness Evaluation and Enhancement Toolbox for Computational Pathology Alex Foote Amina Asif Nasir M. Rajpoot F. Minhas 41 7 0 28 Jan 2022
A ConvNet for the 2020s Zhuang Liu Hanzi Mao Chaozheng Wu Christoph Feichtenhofer Trevor Darrell Saining Xie ViT 171 5,192 0 10 Jan 2022
CoNIC: Colon Nuclei Identification and Counting Challenge 2022 S. Graham Mostafa Jahanifar Q. Vu G. Hadjigeorghiou Thomas Leech David R. J. Snead S. Raza F. Minhas Nasir M. Rajpoot 61 68 0 29 Nov 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 65 129 0 25 Aug 2021
Semantic annotation for computational pathology: Multidisciplinary experience and best practice recommendations N. Wahab I. Miligy K. Dodd H. Sahota M. Toss ... K. Gopalakrishnan David R. J. Snead E. Rakha Nasir M. Rajpoot F. Minhas 46 53 0 25 Jun 2021
Swin Transformer: Hierarchical Vision Transformer using Shifted Windows Ze Liu Yutong Lin Yue Cao Han Hu Yixuan Wei Zheng Zhang Stephen Lin B. Guo ViT 453 21,439 0 25 Mar 2021
Coordinate Attention for Efficient Mobile Network Design Qibin Hou Daquan Zhou Jiashi Feng 83 3,063 0 04 Mar 2021
Unified Focal loss: Generalising Dice and cross entropy-based losses to handle class imbalanced medical image segmentation Michael Yeung Evis Sala Carola-Bibiane Schönlieb L. Rundo 71 407 0 08 Feb 2021
Simple Copy-Paste is a Strong Data Augmentation Method for Instance Segmentation Golnaz Ghiasi Huayu Chen A. Srinivas Rui Qian Nayeon Lee E. D. Cubuk Quoc V. Le Barret Zoph ISeg 299 991 0 13 Dec 2020
Deep Learning-based Computational Pathology Predicts Origins for Cancers of Unknown Primary Ming Y. Lu Melissa Zhao Maha Shady Jana Lipkova Tiffany Y. Chen Drew F. K. Williamson Faisal Mahmood MedIm 112 485 0 24 Jun 2020
NuClick: A Deep Learning Framework for Interactive Segmentation of Microscopy Images Navid Alemi Koohbanani Mostafa Jahanifar Neda Zamani Tajadin Nasir M. Rajpoot 54 124 0 29 May 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 153 179 0 24 Mar 2020
Deep learning-based survival prediction for multiple cancer types using histopathology images Ellery Wulczyn David F. Steiner Zhaoyang Xu Apaar Sadhwani Hongwu Wang I. Flament C. Mermel Po-Hsuan Cameron Chen Yun-Hui Liu Martin C. Stumpe 35 213 0 16 Dec 2019
UNet++: Redesigning Skip Connections to Exploit Multiscale Features in Image Segmentation Zongwei Zhou M. R. Siddiquee Nima Tajbakhsh Jianming Liang SSeg 122 2,633 0 11 Dec 2019
CSPNet: A New Backbone that can Enhance Learning Capability of CNN Chien-Yao Wang H. Liao I-Hau Yeh Yueh-hua Wu Ping-Yang Chen J. Hsieh 90 3,101 0 27 Nov 2019
Mish: A Self Regularized Non-Monotonic Activation Function Diganta Misra 71 680 0 23 Aug 2019
Context-Aware Convolutional Neural Network for Grading of Colorectal Cancer Histology Images Muhammad Shaban Ruqayya Awan M. Fraz A. Azam David R. J. Snead Nasir M. Rajpoot MedIm 53 141 0 22 Jul 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 99 455 0 18 Jul 2019
EfficientNet: Rethinking Model Scaling for Convolutional Neural Networks Mingxing Tan Quoc V. Le 3DV MedIm 142 18,134 0 28 May 2019
CutMix: Regularization Strategy to Train Strong Classifiers with Localizable Features Sangdoo Yun Dongyoon Han Seong Joon Oh Sanghyuk Chun Junsuk Choe Y. Yoo OOD 620 4,780 0 13 May 2019
CenterNet: Keypoint Triplets for Object Detection Kaiwen Duan S. Bai Lingxi Xie H. Qi Qingming Huang Q. Tian NoLa 119 2,696 0 17 Apr 2019
Deep High-Resolution Representation Learning for Human Pose Estimation Ke Sun Bin Xiao Dong Liu Jingdong Wang 3DV 131 4,056 0 25 Feb 2019
Hybrid Task Cascade for Instance Segmentation Kai-xiang Chen Jiangmiao Pang Jiaqi Wang Yu Xiong Xiaoxiao Li ... Ziwei Liu Jianping Shi Wanli Ouyang Chen Change Loy Dahua Lin ISeg 140 1,303 0 22 Jan 2019
HoVer-Net: Simultaneous Segmentation and Classification of Nuclei in Multi-Tissue Histology Images S. Graham Q. Vu S. Raza A. Azam Yee Wah Tsang J. T. Kwak Nasir M. Rajpoot 80 1,032 0 16 Dec 2018
Methods for Segmentation and Classification of Digital Microscopy Tissue Images Q. Vu S. Graham Minh-Son To Muhammad Shaban Talha Qaiser ... Tianhao Zhao Rajarsi R. Gupta J. T. Kwak Nasir M. Rajpoot Joel H. Saltz 90 274 0 31 Oct 2018
Cell Detection with Star-convex Polygons Uwe Schmidt Martin Weigert Coleman Broaddus E. Myers 68 1,110 0 09 Jun 2018
Group Normalization Yuxin Wu Kaiming He 231 3,660 0 22 Mar 2018
Cascade R-CNN: Delving into High Quality Object Detection Zhaowei Cai Nuno Vasconcelos ObjD 141 4,930 0 03 Dec 2017
Squeeze-and-Excitation Networks Jie Hu Li Shen Samuel Albanie Gang Sun Enhua Wu 424 26,500 0 05 Sep 2017
Improved Regularization of Convolutional Neural Networks with Cutout Terrance Devries Graham W. Taylor 117 3,765 0 15 Aug 2017
Mask R-CNN Kaiming He Georgia Gkioxari Piotr Dollár Ross B. Girshick ObjD 352 27,195 0 20 Mar 2017
Aggregated Residual Transformations for Deep Neural Networks Saining Xie Ross B. Girshick Piotr Dollár Zhuowen Tu Kaiming He 520 10,330 0 16 Nov 2016
Xception: Deep Learning with Depthwise Separable Convolutions François Chollet MDE BDL PINN 1.4K 14,575 0 07 Oct 2016
Densely Connected Convolutional Networks Gao Huang Zhuang Liu Laurens van der Maaten Kilian Q. Weinberger PINN 3DV 775 36,813 0 25 Aug 2016
DeepLab: Semantic Image Segmentation with Deep Convolutional Nets, Atrous Convolution, and Fully Connected CRFs Liang-Chieh Chen George Papandreou Iasonas Kokkinos Kevin Patrick Murphy Alan Yuille SSeg 265 18,240 0 02 Jun 2016
XGBoost: A Scalable Tree Boosting System Tianqi Chen Carlos Guestrin 809 38,961 0 09 Mar 2016
Gland Segmentation in Colon Histology Images: The GlaS Challenge Contest K. Sirinukunwattana J. Pluim Hao Chen Xiaojuan Qi Pheng-Ann Heng ... Philipp Kainz Michael Pfeiffer M. Urschler David R. J. Snead Nasir M. Rajpoot 94 797 0 01 Mar 2016
You Only Look Once: Unified, Real-Time Object Detection Joseph Redmon S. Divvala Ross B. Girshick Ali Farhadi ObjD 705 36,958 0 08 Jun 2015
U-Net: Convolutional Networks for Biomedical Image Segmentation Olaf Ronneberger Philipp Fischer Thomas Brox SSeg 3DV 1.8K 77,196 0 18 May 2015