Explainable Deep Learning in Healthcare: A Methodological Survey from an
Attribution View

Explainable Deep Learning in Healthcare: A Methodological Survey from an Attribution View

5 December 2021

Geeticka Chauhan

Peter Szolovits

Papers citing "Explainable Deep Learning in Healthcare: A Methodological Survey from an Attribution View"

11 / 11 papers shown

Title
Closed-Form Interpretation of Neural Network Latent Spaces with Symbolic Gradients Zakaria Patel S. J. Wetzel 16 2 0 09 Sep 2024
ECOR: Explainable CLIP for Object Recognition Ali Rasekh Sepehr Kazemi Ranjbar Milad Heidari Wolfgang Nejdl VLM 38 4 0 19 Apr 2024
Explainable Learning with Gaussian Processes Kurt Butler Guanchao Feng P. Djuric 26 1 0 11 Mar 2024
Interpretation of Intracardiac Electrograms Through Textual Representations William Jongwon Han Diana Gomez Avi Alok Chaojing Duan Michael A. Rosenberg Douglas Weber Emerson Liu Ding Zhao 18 1 0 02 Feb 2024
A Review of Deep Learning Methods for Photoplethysmography Data Guangkun Nie Jiabao Zhu Gongzheng Tang Deyun Zhang Shijia Geng Qinghao Zhao Shenda Hong 17 6 0 23 Jan 2024
Closed-Form Interpretation of Neural Network Classifiers with Symbolic Regression Gradients S. J. Wetzel 10 3 0 10 Jan 2024
Is Task-Agnostic Explainable AI a Myth? Alicja Chaszczewicz 24 2 0 13 Jul 2023
A Comprehensive Survey on Trustworthy Recommender Systems Wenqi Fan Xiangyu Zhao Xiao Chen Jingran Su Jingtong Gao ... Qidong Liu Yiqi Wang Hanfeng Xu Lei Chen Qing Li FaML 35 46 0 21 Sep 2022
A Coarse-to-fine Morphological Approach With Knowledge-based Rules and Self-adapting Correction for Lung Nodules Segmentation Xin Fu Jiayin Zheng Juanyun Mai Yanbo Shao Ming-hui Wang ... Yang Yang Xi Qiu Jinsheng Tao Bo Wang Hua Ji 8 1 0 07 Feb 2022
Explainable Artificial Intelligence Methods in Combating Pandemics: A Systematic Review F. Giuste Wenqi Shi Yuanda Zhu Tarun Naren Monica Isgut Ying Sha L. Tong Mitali S. Gupte May D. Wang 16 72 0 23 Dec 2021
Towards A Rigorous Science of Interpretable Machine Learning Finale Doshi-Velez Been Kim XAI FaML 225 3,672 0 28 Feb 2017