Histo-Genomic Knowledge Distillation For Cancer Prognosis From
Histopathology Whole Slide Images

Histo-Genomic Knowledge Distillation For Cancer Prognosis From Histopathology Whole Slide Images

15 March 2024

Papers citing "Histo-Genomic Knowledge Distillation For Cancer Prognosis From Histopathology Whole Slide Images"

9 / 9 papers shown

Title
VGAT: A Cancer Survival Analysis Framework Transitioning from Generative Visual Question Answering to Genomic Reconstruction Zizhi Chen Minghao Han Xukun Zhang Shuwei Ma Tao Liu Xing Wei Li Zhang 67 0 0 25 Mar 2025
DTFD-MIL: Double-Tier Feature Distillation Multiple Instance Learning for Histopathology Whole Slide Image Classification Hongrun Zhang Y. Meng Yitian Zhao Yihong Qiao Xiaoyun Yang Sarah E Coupland Yalin Zheng 48 280 0 22 Mar 2022
TransMIL: Transformer based Correlated Multiple Instance Learning for Whole Slide Image Classification Zhucheng Shao Hao Bian Yang Chen Yifeng Wang Jian Zhang Xiangyang Ji Yongbing Zhang ViT MedIm 48 650 0 02 Jun 2021
Comparing Kullback-Leibler Divergence and Mean Squared Error Loss in Knowledge Distillation Taehyeon Kim Jaehoon Oh Nakyil Kim Sangwook Cho Se-Young Yun 25 232 0 19 May 2021
Whole Slide Images based Cancer Survival Prediction using Attention Guided Deep Multiple Instance Learning Networks Jiawen Yao Xinliang Zhu J. Jonnagaddala Nicholas J Hawkins Junzhou Huang 42 385 0 23 Sep 2020
Pathomic Fusion: An Integrated Framework for Fusing Histopathology and Genomic Features for Cancer Diagnosis and Prognosis Richard J. Chen Ming Y. Lu Jingwen Wang Drew F. K. Williamson S. Rodig N. Lindeman Faisal Mahmood 42 405 0 18 Dec 2019
Paying More Attention to Attention: Improving the Performance of Convolutional Neural Networks via Attention Transfer Sergey Zagoruyko N. Komodakis 81 2,561 0 12 Dec 2016
Layer Normalization Jimmy Lei Ba J. Kiros Geoffrey E. Hinton 173 10,412 0 21 Jul 2016
Fast and Accurate Deep Network Learning by Exponential Linear Units (ELUs) Djork-Arné Clevert Thomas Unterthiner Sepp Hochreiter 160 5,502 0 23 Nov 2015