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20232025
most citedDirective Explanations for Monitoring the Risk of Diabetes Onset: Introducing Directive Data-Centric Explanations and Combinations to Support What-If Explorations

43 citations · 81 across the 2 of their papers we have counts for

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cs.HC2025

Visual-Conversational Interface for Evidence-Based Explanation of Diabetes Risk Prediction

Reza Samimi, Aditya Bhattacharya, Lucija Gosak +2

Healthcare professionals need effective ways to use, understand, and validate AI-driven clinical decision support systems. Existing systems face two key limitations: complex visual…

cs.HC2023★ 43 cited

Directive Explanations for Monitoring the Risk of Diabetes Onset: Introducing Directive Data-Centric Explanations and Combinations to Support What-If Explorations

Aditya Bhattacharya, Jeroen Ooge, Gregor Stiglic +1

Explainable artificial intelligence is increasingly used in machine learning (ML) based decision-making systems in healthcare. However, little research has compared the utility of…