Interpreting and Correcting Medical Image Classification with PIP-Net

19 July 2023

Papers citing "Interpreting and Correcting Medical Image Classification with PIP-Net"

8 / 8 papers shown

Title
Birds look like cars: Adversarial analysis of intrinsically interpretable deep learning Hubert Baniecki P. Biecek AAML 78 0 0 11 Mar 2025
Revisiting FunnyBirds evaluation framework for prototypical parts networks Szymon Opłatek Dawid Rymarczyk Bartosz Zieliñski 20 3 0 21 Aug 2024
Patch-based Intuitive Multimodal Prototypes Network (PIMPNet) for Alzheimer's Disease classification Lisa Anita De Santi Jorg Schlotterer Meike Nauta Vincenzo Positano Christin Seifert 27 2 0 19 Jul 2024
PIPNet3D: Interpretable Detection of Alzheimer in MRI Scans Lisa Anita De Santi Jorg Schlotterer Michael Scheschenja Joel Wessendorf Meike Nauta Vincenzo Positano Christin Seifert MedIm 33 3 0 27 Mar 2024
Towards Explainable Artificial Intelligence (XAI): A Data Mining Perspective Haoyi Xiong Xuhong Li Xiaofei Zhang Jiamin Chen Xinhao Sun Yuchen Li Zeyi Sun Mengnan Du XAI 26 7 0 09 Jan 2024
Representing visual classification as a linear combination of words Shobhit Agarwal Yevgeniy R. Semenov William Lotter 25 1 0 18 Nov 2023
Dynamically Scaled Temperature in Self-Supervised Contrastive Learning Siladittya Manna Soumitri Chattopadhyay Rakesh Dey Saumik Bhattacharya Umapada Pal 19 0 0 02 Aug 2023
Interpretable Image Classification with Differentiable Prototypes Assignment Dawid Rymarczyk Lukasz Struski Michal Górszczak K. Lewandowska Jacek Tabor Bartosz Zieliñski 31 98 0 06 Dec 2021