SI-MIL: Taming Deep MIL for Self-Interpretability in Gigapixel
Histopathology

SI-MIL: Taming Deep MIL for Self-Interpretability in Gigapixel Histopathology

22 December 2023

Maria Vakalopoulou

Dimitris Samaras

Rajarsi R. Gupta

Prateek Prasanna

Papers citing "SI-MIL: Taming Deep MIL for Self-Interpretability in Gigapixel Histopathology"

8 / 8 papers shown

Title
Multi-Resolution Pathology-Language Pre-training Model with Text-Guided Visual Representation Shahad Albastaki Anabia Sohail I. I. Ganapathi B. Alawode Asim Khan Sajid Javed N. Werghi Mohammed Bennamoun Arif Mahmood 66 0 0 26 Apr 2025
RankByGene: Gene-Guided Histopathology Representation Learning Through Cross-Modal Ranking Consistency Wentao Huang Meilong Xu Xiaoling Hu Shahira Abousamra Aniruddha Ganguly ... Prateek Prasanna Tahsin M. Kurc Joel H. Saltz Michael L. Miller C. L. P. Chen 78 0 0 22 Nov 2024
Interpretable Neural-Symbolic Concept Reasoning Pietro Barbiero Gabriele Ciravegna Francesco Giannini M. Zarlenga Lucie Charlotte Magister Alberto Tonda Pietro Lio' F. Precioso M. Jamnik G. Marra NAI LRM 56 38 0 27 Apr 2023
Pixel-Level Explanation of Multiple Instance Learning Models in Biomedical Single Cell Images Ario Sadafi Oleksandra Adonkina Ashkan Khakzar P. Lienemann Rudolf Matthias Hehr Daniel Rueckert Nassir Navab Carsten Marr FAtt 40 10 0 15 Mar 2023
Post-hoc Concept Bottleneck Models Mert Yuksekgonul Maggie Wang James Y. Zou 133 183 0 31 May 2022
A graph-transformer for whole slide image classification Yi Zheng R. Gindra Emily J. Green E. Burks Margrit Betke J. Beane V. Kolachalama MedIm 32 120 0 19 May 2022
MLP-Mixer: An all-MLP Architecture for Vision Ilya O. Tolstikhin N. Houlsby Alexander Kolesnikov Lucas Beyer Xiaohua Zhai ... Andreas Steiner Daniel Keysers Jakob Uszkoreit Mario Lucic Alexey Dosovitskiy 239 2,592 0 04 May 2021
Emerging Properties in Self-Supervised Vision Transformers Mathilde Caron Hugo Touvron Ishan Misra Hervé Jégou Julien Mairal Piotr Bojanowski Armand Joulin 292 5,761 0 29 Apr 2021