Colorectal Cancer Outcome Prediction from H&E Whole Slide Images using
Machine Learning and Automatically Inferred Phenotype Profiles

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Colorectal Cancer Outcome Prediction from H&E Whole Slide Images using Machine Learning and Automatically Inferred Phenotype Profiles

10 February 2019

Neofytos Dimitriou

Ognjen Arandjelovic

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Papers citing "Colorectal Cancer Outcome Prediction from H&E Whole Slide Images using Machine Learning and Automatically Inferred Phenotype Profiles"

9 / 9 papers shown

Title
HistoColAi: An Open-Source Web Platform for Collaborative Digital Histology Image Annotation with AI-Driven Predictive Integration Cristian Pulgarín-Ospina Rocío del Amor Adrián Colomer Julio Silva-Rodríguez Valery Naranjo VLM 59 2 0 11 Jul 2023
Colorectal cancer survival prediction using deep distribution based multiple-instance learning Xingyu Li J. Jonnagaddala M. Cen Kuanqi Cai Xuesong Xu 162 11 0 24 Apr 2022
MultiPathGAN: Structure Preserving Stain Normalization using Unsupervised Multi-domain Adversarial Network with Perception LossACM Symposium on Applied Computing (SAC), 2022 H. Nazki Ognjen Arandjelovic I. Um David J. Harrison MedIm OOD 122 20 0 20 Apr 2022
Magnifying Networks for Images with Billions of Pixels Neofytos Dimitriou Ognjen Arandjelovic 277 3 0 12 Dec 2021
A State-of-the-art Survey of Artificial Neural Networks for Whole-slide Image Analysis:from Popular Convolutional Neural Networks to Potential Visual Transformers Xintong Li Xirong Li Chen Li M. Rahaman Jian Wu Xiaoqi Li Yudong Yao M. Grzegorzek ViT MedIm 263 53 0 13 Apr 2021
Deep Learning-Based Grading of Ductal Carcinoma In Situ in Breast Histopathology Images S. Wetstein N. Stathonikos J. Pluim Y. Heng N. T. ter Hoeve C. Vreuls P. V. van Diest M. Veta 133 26 0 07 Oct 2020
Deep learning assessment of breast terminal duct lobular unit involution: towards automated prediction of breast cancer riskPLoS ONE (PLoS ONE), 2019 S. Wetstein Allison M. Onken Christina Luffman G. Baker Michael E. Pyle ... S. Schnitt J. Pluim R. Tamimi Y. Heng M. Veta 108 29 0 31 Oct 2019
Deep Learning for Whole Slide Image Analysis: An OverviewFrontiers in Medicine (Front. Med.), 2019 Dennis Núñez Ognjen Arandjelović Peter D Caie MedIm 167 290 0 18 Oct 2019
Understanding Ancient Coin Images Jessica Cooper Ognjen Arandjelovic 82 15 0 07 Mar 2019