Context-Aware Convolutional Neural Network for Grading of Colorectal Cancer Histology Images

22 July 2019

Papers citing "Context-Aware Convolutional Neural Network for Grading of Colorectal Cancer Histology Images"

41 / 41 papers shown

Title
RSFR: A Coarse-to-Fine Reconstruction Framework for Diffusion Tensor Cardiac MRI with Semantic-Aware Refinement Jiahao Huang Fanwen Wang Pedro F. Ferreira Haiqi Zhang Yinzhe Wu ... R. Rajakulasingam Ranil De Silva D. Pennell Guang Yang S. Nielles-Vallespin DiffM MedIm 48 0 0 25 Apr 2025
Path-RAG: Knowledge-Guided Key Region Retrieval for Open-ended Pathology Visual Question Answering Awais Naeem Tianhao Li Huang-Ru Liao Jiawei Xu Aby M. Mathew ... A. Jaiswal Raffi A. Salibian Ziniu Hu Tianlong Chen Ying Ding 75 0 0 26 Nov 2024
HistoGym: A Reinforcement Learning Environment for Histopathological Image Analysis Zhi-Bo Liu Xiaobo Pang Jizhao Wang Shuai Liu Chen Li 42 1 0 16 Aug 2024
MicroMIL: Graph-based Contextual Multiple Instance Learning for Patient Diagnosis Using Microscopy Images JongWoo Kim Bryan Wong Y. Ko MunYong Yi MunYong Yi 44 0 0 31 Jul 2024
Boosting Medical Image Classification with Segmentation Foundation Model Pengfei Gu Zihan Zhao Hongxiao Wang Yaopeng Peng Yizhe Zhang Nishchal Sapkota Chaoli Wang Danny Chen MedIm VLM 43 5 0 16 Jun 2024
Knowledge-enhanced Visual-Language Pretraining for Computational Pathology Xiao Zhou Xiaoman Zhang Chaoyi Wu Ya Zhang Weidi Xie Yanfeng Wang VLM 35 7 0 15 Apr 2024
C2P-GCN: Cell-to-Patch Graph Convolutional Network for Colorectal Cancer Grading Sudipta Paul Bulent Yener Amanda W. Lund GNN 31 0 0 08 Mar 2024
Artificial Intelligence for Digital and Computational Pathology Andrew H. Song Guillaume Jaume Drew F. K. Williamson Ming Y. Lu Anurag J. Vaidya Tiffany R. Miller Faisal Mahmood AI4CE 30 130 0 13 Dec 2023
ColonNeRF: High-Fidelity Neural Reconstruction of Long Colonoscopy Yufei Shi Beijia Lu Jia-Wei Liu Ming Li Mike Zheng Shou 37 1 0 04 Dec 2023
Centroid-aware feature recalibration for cancer grading in pathology images Jaeung Lee Keunho Byeon J. T. Kwak MedIm 16 2 0 26 Jul 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 22 0 0 03 May 2023
CoNIC Challenge: Pushing the Frontiers of Nuclear Detection, Segmentation, Classification and Counting S. Graham Q. Vu Mostafa Jahanifar Martin Weigert Uwe Schmidt ... Tianyi Miao David R. J. Snead S. Raza F. Minhas Nasir M. Rajpoot 40 34 0 11 Mar 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 11 0 0 21 Feb 2023
DeepFEL: Deep Fastfood Ensemble Learning for Histopathology Image Analysis Nima Hatami 16 1 0 23 Jan 2023
An Aggregation of Aggregation Methods in Computational Pathology M. Bilal R. Jewsbury Ruoyu Wang Hammam M. AlGhamdi Amina Asif Mark Eastwood Nasir M. Rajpoot 38 28 0 02 Nov 2022
SIAN: Style-Guided Instance-Adaptive Normalization for Multi-Organ Histopathology Image Synthesis Haotian Wang Min Xian Aleksandar Vakanski Bryar Shareef MedIm 42 6 0 02 Sep 2022
HistoSeg : Quick attention with multi-loss function for multi-structure segmentation in digital histology images Saad Wazir M. Fraz 6 35 0 01 Sep 2022
Is the U-Net Directional-Relationship Aware? M. Riva Pietro Gori Florian Yger Isabelle Bloch 11 1 0 06 Jul 2022
Differentiable Zooming for Multiple Instance Learning on Whole-Slide Images Kevin Thandiackal Boqi Chen Pushpak Pati Guillaume Jaume Drew F. K. Williamson M. Gabrani O. Goksel 20 43 0 26 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 18 59 0 29 Mar 2022
Deep Learning based Prediction of MSI using MMR Markers in Colorectal Cancer Ruqayya Awan M. Nimir S. Raza M. Bilal J. Lotz David R. J. Snead A. Robinson Nasir M. Rajpoot 11 1 0 24 Feb 2022
Towards Launching AI Algorithms for Cellular Pathology into Clinical & Pharmaceutical Orbits Amina Asif K. Rajpoot David R. J. Snead F. Minhas Nasir M. Rajpoot 24 5 0 17 Dec 2021
FedDropoutAvg: Generalizable federated learning for histopathology image classification G. N. Gunesli M. Bilal S. Raza Nasir M. Rajpoot FedML OOD 19 20 0 25 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 30 124 0 25 Aug 2021
Segmentation of Lungs COVID Infected Regions by Attention Mechanism and Synthetic Data Parham Yazdekhasty Ali Zindari Zahra Nabizadeh-ShahreBabak P. Khadivi N. Karimi S. Samavi 19 2 0 19 Aug 2021
HistoCartography: A Toolkit for Graph Analytics in Digital Pathology Guillaume Jaume Pushpak Pati Valentin Anklin A. Foncubierta M. Gabrani 35 45 0 21 Jul 2021
Hybrid Supervision Learning for Pathology Whole Slide Image Classification Jiahui Li Wen Chen Xiaodi Huang Zhiqiang Hu Qi Duan Hongsheng Li Dimitris N. Metaxas Shaoting Zhang 17 20 0 02 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 19 108 0 01 Jul 2021
Cells are Actors: Social Network Analysis with Classical ML for SOTA Histology Image Classification Neda Zamanitajeddin Mostafa Jahanifar Nasir M. Rajpoot MedIm 20 9 0 29 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 21 43 0 05 Jun 2021
A digital score of tumour-associated stroma infiltrating lymphocytes predicts survival in head and neck squamous cell carcinoma Muhammad Shaban S. Raza Maria Hassan A. Jamshed S. Mushtaq ... N. Sharma M. Robinson H. Mehanna S. Khurram Nasir M. Rajpoot 6 31 0 16 Apr 2021
Deep Multi-Resolution Dictionary Learning for Histopathology Image Analysis Nima Hatami M. Bilal Nasir M. Rajpoot 15 8 0 01 Apr 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 59 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 23 117 0 22 Feb 2021
Colored Kimia Path24 Dataset: Configurations and Benchmarks with Deep Embeddings Sobhan Shafiei Morteza Babaie Shivam Kalra H. R. Tizhoosh 3DPC 22 7 0 15 Feb 2021
Efficient Colon Cancer Grading with Graph Neural Networks Franziska Lippoldt GNN MedIm 18 2 0 02 Oct 2020
DONet: Dual Objective Networks for Skin Lesion Segmentation Yaxiong Wang Yunchao Wei Xueming Qian Li Zhu Yi Yang MedIm 11 6 0 19 Aug 2020
SAFRON: Stitching Across the Frontier for Generating Colorectal Cancer Histology Images Srijay Deshpande F. Minhas S. Graham Nasir M. Rajpoot MedIm 34 8 0 11 Aug 2020
Dense Steerable Filter CNNs for Exploiting Rotational Symmetry in Histology Images S. Graham David B. A. Epstein Nasir M. Rajpoot 24 87 0 06 Apr 2020
Deep Multi-Magnification Networks for Multi-Class Breast Cancer Image Segmentation D. J. Ho D. V. K. Yarlagadda Timothy D’alfonso M. Hanna Anne Grabenstetter Peter Ntiamoah E. Brogi L. Tan Thomas J. Fuchs 10 106 0 29 Oct 2019
CGC-Net: Cell Graph Convolutional Network for Grading of Colorectal Cancer Histology Images Yanning Zhou S. Graham Navid Alemi Koohbanani Muhammad Shaban Pheng-Ann Heng Nasir M. Rajpoot MedIm 29 173 0 03 Sep 2019