Classifying and Segmenting Microscopy Images Using Convolutional
Multiple Instance Learning

Classifying and Segmenting Microscopy Images Using Convolutional Multiple Instance Learning

17 November 2015

Lei Jimmy Ba

Papers citing "Classifying and Segmenting Microscopy Images Using Convolutional Multiple Instance Learning"

9 / 9 papers shown

Title
Fast and Accurate Gigapixel Pathological Image Classification with Hierarchical Distillation Multi-Instance Learning Jiuyang Dong Junjun Jiang Kui Jiang Jiahan Li Yongbing Zhang 33 0 0 28 Feb 2025
Rethinking Multiple Instance Learning for Whole Slide Image Classification: A Good Instance Classifier is All You Need Linhao Qu Yingfan Ma Xiao-Zhuo Luo Manning Wang Zhijian Song VLM 11 15 0 05 Jul 2023
From slides (through tiles) to pixels: an explainability framework for weakly supervised models in pre-clinical pathology Marco Bertolini Van-Khoa Le Jake Pencharz A. Poehlmann Djork-Arné Clevert Santiago D. Villalba F. Montanari 6 0 0 03 Feb 2023
Using Multiple Instance Learning to Build Multimodal Representations Peiqi Wang W. Wells Seth Berkowitz Steven Horng Polina Golland SSL 8 6 0 11 Dec 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 8 56 0 18 Aug 2022
HAMIL: Hierarchical Aggregation-Based Multi-Instance Learning for Microscopy Image Classification Yanlun Tu Houchao Lei Wei Long Yang Yang 17 16 0 17 Mar 2021
Modern Hopfield Networks and Attention for Immune Repertoire Classification Michael Widrich Bernhard Schafl Hubert Ramsauer Milena Pavlović Lukas Gruber ... Johannes Brandstetter G. K. Sandve Victor Greiff Sepp Hochreiter G. Klambauer 166 117 0 16 Jul 2020
KekuleScope: prediction of cancer cell line sensitivity and compound potency using convolutional neural networks trained on compound images I. Cortés-Ciriano A. Bender MedIm 12 51 0 22 Nov 2018
A Theoretical Explanation for Perplexing Behaviors of Backpropagation-based Visualizations Weili Nie Yang Zhang Ankit B. Patel FAtt 4 151 0 18 May 2018