Explainable Artificial Intelligence for Human Decision-Support System in
Medical Domain

Explainable Artificial Intelligence for Human Decision-Support System in Medical Domain

5 May 2021

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Papers citing "Explainable Artificial Intelligence for Human Decision-Support System in Medical Domain"

9 / 9 papers shown

Title
Informed Deep Abstaining Classifier: Investigating noise-robust training for diagnostic decision support systems H. Schneider Sebastian Nowak Aditya Parikh Yannik C. Layer Maike Theis Wolfgang Block Alois M. Sprinkart U. Attenberger R. Sifa NoLa 56 0 0 28 Oct 2024
How explainable AI affects human performance: A systematic review of the behavioural consequences of saliency maps Romy Müller HAI 85 8 0 03 Apr 2024
XAI for In-hospital Mortality Prediction via Multimodal ICU Data Xingqiao Li Jindong Gu Zhiyong Wang Yancheng Yuan Bo Du Fengxiang He 69 2 0 29 Dec 2023
Interpretability is in the eye of the beholder: Human versus artificial classification of image segments generated by humans versus XAI Romy Müller Marius Thoss Julian Ullrich Steffen Seitz Carsten Knoll 64 3 0 21 Nov 2023
Beyond Known Reality: Exploiting Counterfactual Explanations for Medical Research Toygar Tanyel S. Ayvaz B. Keserci MedIm 91 9 0 05 Jul 2023
A Survey on Explainable Artificial Intelligence for Cybersecurity Gaith Rjoub Jamal Bentahar Omar Abdel Wahab R. Mizouni Alyssa Song Robin Cohen Hadi Otrok Azzam Mourad 73 33 0 07 Mar 2023
The Human in the Infinite Loop: A Case Study on Revealing and Explaining Human-AI Interaction Loop Failures Changkun Ou Daniel Buschek Sven Mayer A. Butz 54 6 0 26 Jul 2022
Contextual Importance and Utility: aTheoretical Foundation Kary Främling 23 8 0 15 Feb 2022
"Why Should I Trust You?": Explaining the Predictions of Any Classifier Marco Tulio Ribeiro Sameer Singh Carlos Guestrin FAtt FaML 1.3K 17,237 0 16 Feb 2016