Title
SEMPAI: a Self-Enhancing Multi-Photon Artificial Intelligence for prior-informed assessment of muscle function and pathology Alexander Muhlberg P. Ritter S. Langer C. Goossens Stefanie Nübler ... Michael Haug W. H. Goldmann Andreas K. Maier O. Friedrich Lucas Kreiss 4 1 0 28 Oct 2022
Nuclei & Glands Instance Segmentation in Histology Images: A Narrative Review Esha Sadia Nasir Arshi Parvaiz M. Fraz 21 14 0 26 Aug 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 15 56 0 18 Aug 2022
Efficient High-Resolution Deep Learning: A Survey Arian Bakhtiarnia Qi Zhang Alexandros Iosifidis MedIm 14 18 0 26 Jul 2022
Scale dependant layer for self-supervised nuclei encoding Peter Naylor Yao-Hung Hubert Tsai Marick Laé Makoto Yamada SSL 28 0 0 22 Jul 2022
Large-Margin Representation Learning for Texture Classification Jonathan de Matos L. S. Oliveira Alceu de Souza Britto Junior Alessandro Lameiras Koerich 12 2 0 17 Jun 2022
Metrics reloaded: Recommendations for image analysis validation Lena Maier-Hein Annika Reinke Patrick Godau M. Tizabi Florian Buettner ... Aleksei Tiulpin Sotirios A. Tsaftaris Ben Van Calster Gaël Varoquaux Paul F. Jäger 25 214 0 03 Jun 2022
FHIST: A Benchmark for Few-shot Classification of Histological Images Fereshteh Shakeri Malik Boudiaf S. Mohammadi Ivaxi Sheth Mohammad Havaei Ismail Ben Ayed Samira Ebrahimi Kahou OOD VLM 26 21 0 31 May 2022
Pseudo-Data based Self-Supervised Federated Learning for Classification of Histopathological Images Jun Shi Yuan-Yang Zhang Zheng Li Xiangmin Han Saisai Ding Jun Wang Shihui Ying FedML OOD 22 11 0 31 May 2022
Understanding the impact of image and input resolution on deep digital pathology patch classifiers Eu Wern Teh Graham W. Taylor 8 0 0 29 Apr 2022
Magnification Prior: A Self-Supervised Method for Learning Representations on Breast Cancer Histopathological Images Prakash Chandra Chhipa Richa Upadhyay G. Pihlgren Rajkumar Saini Seiichi Uchida Marcus Liwicki SSL MedIm 22 19 0 15 Mar 2022
Bag of Visual Words (BoVW) with Deep Features -- Patch Classification Model for Limited Dataset of Breast Tumours S. Tripathi S. Singh H. Lee 26 6 0 22 Feb 2022
ScoreNet: Learning Non-Uniform Attention and Augmentation for Transformer-Based Histopathological Image Classification Thomas Stegmüller Behzad Bozorgtabar A. Spahr Jean-Philippe Thiran ViT MedIm 19 42 0 15 Feb 2022
Classification of Microscopy Images of Breast Tissue: Region Duplication based Self-Supervision vs. Off-the Shelf Deep Representations Aravind Ravi 9 0 0 12 Feb 2022
Pan-tumor CAnine cuTaneous Cancer Histology (CATCH) dataset Frauke Wilm Marco Fragoso Christian Marzahl Jingna Qiu C. Puget ... C. Bertram R. Klopfleisch Andreas K. Maier Katharina Breininger Marc Aubreville MedIm 10 16 0 27 Jan 2022
HistoKT: Cross Knowledge Transfer in Computational Pathology Ryan Zhang Jiadai Zhu Stephen Yang Mahdi S. Hosseini A. Genovese Lina Chen C. Rowsell S. Damaskinos Sonal Varma Konstantinos N. Plataniotis 17 9 0 27 Jan 2022
Hybrid guiding: A multi-resolution refinement approach for semantic segmentation of gigapixel histopathological images André Pedersen Erik Smistad T. V. Rise V. G. Dale H. S. Pettersen T. Nordmo D. Bouget Ingerid Reinertsen Marit Valla 8 3 0 07 Dec 2021
BRACS: A Dataset for BReAst Carcinoma Subtyping in H&E Histology Images N. Brancati A. Anniciello Pushpak Pati D. Riccio G. Scognamiglio ... A. Foncubierta G. Botti M. Gabrani Florinda Feroce Maria Frucci 43 121 0 08 Nov 2021
HEROHE Challenge: assessing HER2 status in breast cancer without immunohistochemistry or in situ hybridization Eduardo Conde-Sousa João Vale Ming Feng Kele Xu Yin Wang ... Guilherme Aresta Teresa Araújo Paulo Aguiar C. Eloy A. Polónia 22 28 0 08 Nov 2021
Transparency of Deep Neural Networks for Medical Image Analysis: A Review of Interpretability Methods Zohaib Salahuddin Henry C. Woodruff A. Chatterjee Philippe Lambin 13 301 0 01 Nov 2021
MCUa: Multi-level Context and Uncertainty aware Dynamic Deep Ensemble for Breast Cancer Histology Image Classification Zakaria Senousy M. Abdelsamea M. Gaber Moloud Abdar R. Acharya Abbas Khosravi S. Nahavandi 10 55 0 24 Aug 2021
Probeable DARTS with Application to Computational Pathology Sheyang Tang Mahdi S. Hosseini Lina Chen Sonal Varma C. Rowsell S. Damaskinos Konstantinos N. Plataniotis Zhou Wang 26 3 0 16 Aug 2021
A Computer-Aided Diagnosis System for Breast Pathology: A Deep Learning Approach with Model Interpretability from Pathological Perspective Wei‐Wen Hsu Yongfang Wu Chang Hao Yu-Ling Hou Xiang Gao Y. Shao Xueli Zhang Tao He Yanhong Tai OOD 12 3 0 05 Aug 2021
HistoCartography: A Toolkit for Graph Analytics in Digital Pathology Guillaume Jaume Pushpak Pati Valentin Anklin A. Foncubierta M. Gabrani 24 45 0 21 Jul 2021
Hierarchical Semantic Segmentation using Psychometric Learning Lu Yin Vlado Menkovski Shiwei Liu Mykola Pechenizkiy 6 2 0 07 Jul 2021
A Survey on Graph-Based Deep Learning for Computational Histopathology David Ahmedt-Aristizabal M. Armin Simon Denman Clinton Fookes L. Petersson GNN AI4CE 16 106 0 01 Jul 2021
Weighted multi-level deep learning analysis and framework for processing breast cancer WSIs P. Bokor L. Hudec O. Fabian Wanda Benesova 17 2 0 28 Jun 2021
A Systematic Collection of Medical Image Datasets for Deep Learning Johann Li Guangming Zhu Cong Hua Mingtao Feng Basheer Bennamoun ... Xu Xu Lin Mei Liang Zhang Syed Afaq Ali Shah Bennamoun OOD 33 49 0 24 Jun 2021
An End-to-End Breast Tumour Classification Model Using Context-Based Patch Modelling- A BiLSTM Approach for Image Classification S. Tripathi S. Singh H. Lee 10 43 0 05 Jun 2021
Robust Hypothesis Testing with Wasserstein Uncertainty Sets Liyan Xie Rui Gao Yao Xie OOD 29 9 0 29 May 2021
Prediction of lung and colon cancer through analysis of histopathological images by utilizing Pre-trained CNN models with visualization of class activation and saliency maps Satvik Garg Somya Garg 20 61 0 22 Mar 2021
Learning Whole-Slide Segmentation from Inexact and Incomplete Labels using Tissue Graphs Valentin Anklin Pushpak Pati Guillaume Jaume Behzad Bozorgtabar Antonio Foncubierta-Rodríguez Jean-Philippe Thiran M. Sibony M. Gabrani O. Goksel 48 38 0 04 Mar 2021
Hierarchical Graph Representations in Digital Pathology Pushpak Pati Guillaume Jaume A. Foncubierta Florinda Feroce A. Anniciello ... G. Botti Jean-Philippe Thiran Maria Frucci O. Goksel M. Gabrani 15 117 0 22 Feb 2021
Machine Learning Methods for Histopathological Image Analysis: A Review Jonathan de Matos S. Ataky A. Britto L. S. Oliveira Alessandro Lameiras Koerich 36 53 0 07 Feb 2021
A Petri Dish for Histopathology Image Analysis Jerry W. Wei A. Suriawinata Bing Ren Xiaoying Liu Mikhail Lisovsky ... Michael Baker Naofumi Tomita Lorenzo Torresani Jason W. Wei Saeed Hassanpour 16 69 0 29 Jan 2021
Gigapixel Histopathological Image Analysis using Attention-based Neural Networks N. Brancati G. De Pietro D. Riccio Maria Frucci 13 27 0 25 Jan 2021
Meningioma segmentation in T1-weighted MRI leveraging global context and attention mechanisms D. Bouget André Pedersen Sayied Abdol Mohieb Hosainey O. Solheim Ingerid Reinertsen 42 24 0 19 Jan 2021
MS-GWNN:multi-scale graph wavelet neural network for breast cancer diagnosis Mo Zhang Quanzheng Li 13 14 0 29 Dec 2020
Overcoming the limitations of patch-based learning to detect cancer in whole slide images Ozan Ciga Tony Xu S. Nofech-Mozes S. Noy F. Lu Anne L. Martel 19 37 0 01 Dec 2020
Self supervised contrastive learning for digital histopathology Ozan Ciga Tony Xu Anne L. Martel SSL 103 305 0 27 Nov 2020
FastPathology: An open-source platform for deep learning-based research and decision support in digital pathology André Pedersen Marit Valla A. Bofin Javier Pérez de Frutos Ingerid Reinertsen Erik Smistad 6 15 0 11 Nov 2020
Explanation and Use of Uncertainty Quantified by Bayesian Neural Network Classifiers for Breast Histopathology Images Ponkrshnan Thiagarajan Pushkar Khairnar Susanta Ghosh UQCV BDL 17 36 0 07 Oct 2020
Microscopic fine-grained instance classification through deep attention Mengran Fan Tapabrata (Rohan) Chakraborty E. Chang Yan Xu J. Rittscher MedIm 11 16 0 06 Oct 2020
Semantic Segmentation of Histopathological Slides for the Classification of Cutaneous Lymphoma and Eczema Jérémy Scheurer Claudio Ferrari Luis Berenguer Todo Bom M. Beer W. Kempf Luis Haug 4 13 0 10 Sep 2020
HACT-Net: A Hierarchical Cell-to-Tissue Graph Neural Network for Histopathological Image Classification Pushpak Pati Guillaume Jaume Lauren Alisha Fernandes A. Foncubierta Florinda Feroce ... G. Botti O. Goksel Jean-Philippe Thiran Maria Frucci M. Gabrani 19 69 0 01 Jul 2020
Learning Data Augmentation with Online Bilevel Optimization for Image Classification Saypraseuth Mounsaveng I. Laradji Ismail Ben Ayed David Vazquez M. Pedersoli 11 36 0 25 Jun 2020
Visualization for Histopathology Images using Graph Convolutional Neural Networks M. Sureka Abhijeet Patil Deepak Anand A. Sethi FAtt GNN MedIm 16 36 0 16 Jun 2020
Distributionally Robust Weighted $k$ -Nearest Neighbors Shixiang Zhu Liyan Xie Minghe Zhang Rui Gao Yao Xie OOD 21 7 0 07 Jun 2020
Multi-task pre-training of deep neural networks for digital pathology Romain Mormont Pierre Geurts R. Marée 8 50 0 05 May 2020
Extending and Analyzing Self-Supervised Learning Across Domains Bram Wallace B. Hariharan SSL 9 41 0 24 Apr 2020