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

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

Machine Learning and Knowledge Extraction (MLKE), 2021

5 May 2021

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

13 / 13 papers shown

Title
Enhancing IoMT Security with Explainable Machine Learning: A Case Study on the CICIOMT2024 Dataset Mohammed Yacoubi Omar Moussaoui C. Drocourt 52 0 0 10 Sep 2025
X-Ray-CoT: Interpretable Chest X-ray Diagnosis with Vision-Language Models via Chain-of-Thought Reasoning Chee Ng Liliang Sun Shaoqing Tang LM&MA LRM 80 1 0 17 Aug 2025
Feature-Guided Neighbor Selection for Non-Expert Evaluation of Model Predictions Courtney Ford Mark T. Keane AAML 124 0 0 08 Jul 2025
Predicting Space Tourism Demand Using Explainable AIActa Astronautica (AA), 2025 Tan-Hanh Pham Jingchen Bi Rodrigo Mesa-Arangom Kim-Doang Nguyen 222 0 0 05 Mar 2025
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 103 1 0 28 Oct 2024
How explainable AI affects human performance: A systematic review of the behavioural consequences of saliency mapsInternational journal of human computer interactions (IJHCI), 2024 Romy Müller HAI 172 12 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 154 3 0 29 Dec 2023
Interpretability is in the eye of the beholder: Human versus artificial classification of image segments generated by humans versus XAIInternational journal of human computer interactions (IJHCI), 2023 Romy Müller Marius Thoss Julian Ullrich Steffen Seitz Carsten Knoll 189 4 0 21 Nov 2023
Beyond Known Reality: Exploiting Counterfactual Explanations for Medical Research Toygar Tanyel S. Ayvaz B. Keserci MedIm 254 13 0 05 Jul 2023
A Survey on Explainable Artificial Intelligence for CybersecurityIEEE Transactions on Network and Service Management (TNSM), 2023 Gaith Rjoub Jamal Bentahar Omar Abdel Wahab R. Mizouni Alyssa Song Robin Cohen Hadi Otrok Azzam Mourad 228 52 0 07 Mar 2023
The Human in the Infinite Loop: A Case Study on Revealing and Explaining Human-AI Interaction Loop FailuresMessage Understanding Conference (MUC), 2022 Changkun Ou Daniel Buschek Sven Mayer A. Butz 131 7 0 26 Jul 2022
Contextual Importance and Utility: aTheoretical FoundationApplied Informatics (AI), 2022 Kary Främling 60 11 0 15 Feb 2022
"Why Should I Trust You?": Explaining the Predictions of Any Classifier Marco Tulio Ribeiro Sameer Singh Carlos Guestrin FAtt FaML 1.9K 19,183 0 16 Feb 2016