Evidential Concept Embedding Models: Towards Reliable Concept Explanations for Skin Disease Diagnosis

27 June 2024

Papers citing "Evidential Concept Embedding Models: Towards Reliable Concept Explanations for Skin Disease Diagnosis"

5 / 5 papers shown

Title
Leakage and Interpretability in Concept-Based Models Enrico Parisini Tapabrata Chakraborti Chris Harbron Ben D. MacArthur Christopher R. S. Banerji 33 0 0 18 Apr 2025
BayeSeg: Bayesian Modeling for Medical Image Segmentation with Interpretable Generalizability Shangqi Gao Hang Zhou Yibo Gao Xiahai Zhuang OOD 35 3 0 03 Mar 2023
Post-hoc Concept Bottleneck Models Mert Yuksekgonul Maggie Wang James Y. Zou 133 183 0 31 May 2022
Evaluating Deep Neural Networks Trained on Clinical Images in Dermatology with the Fitzpatrick 17k Dataset Matthew Groh Caleb Harris L. Soenksen Felix Lau Rachel Han Aerin Kim A. Koochek Omar Badri 104 180 0 20 Apr 2021
A Survey on Neural Network Interpretability Yu Zhang Peter Tiño A. Leonardis K. Tang FaML XAI 137 656 0 28 Dec 2020