{"type":"conference","status":"public","conference":{"location":"Lissabon","end_date":"2023-07-28","start_date":"2023-07-26","name":"xAI-2023 Late-breaking Work, Demos and Doctoral Consortium co-located with the 1st World Conference on eXplainable Artificial Intelligence (xAI-2023)"},"abstract":[{"lang":"eng","text":"We describe a prototype of a Clinical Decision Support System (CDSS) that provides (counterfactual) explanations to support accurate medical diagnosis. The prototype is based on an inherently interpretable Bayesian network (BN). Our research aims to investigate which explanations are most useful for medical experts and whether co-constructing explanations can foster trust and acceptance of CDSS."}],"date_created":"2024-10-09T14:50:09Z","user_id":"93275","title":"A Prototype of an Interactive Clinical Decision Support System with Counterfactual Explanations","department":[{"_id":"660"}],"project":[{"_id":"128","name":"TRR 318 - C5: TRR 318 - Subproject C5"}],"date_updated":"2024-10-09T15:04:53Z","year":"2023","author":[{"first_name":"Felix","full_name":"Liedeker, Felix","last_name":"Liedeker","id":"93275"},{"full_name":"Cimiano, Philipp","last_name":"Cimiano","first_name":"Philipp"}],"citation":{"short":"F. Liedeker, P. Cimiano, in: 2023.","chicago":"Liedeker, Felix, and Philipp Cimiano. “A Prototype of an Interactive Clinical Decision Support System with Counterfactual Explanations,” 2023.","ama":"Liedeker F, Cimiano P. A Prototype of an Interactive Clinical Decision Support System with Counterfactual Explanations. In: ; 2023.","ieee":"F. Liedeker and P. Cimiano, “A Prototype of an Interactive Clinical Decision Support System with Counterfactual Explanations,” presented at the xAI-2023 Late-breaking Work, Demos and Doctoral Consortium co-located with the 1st World Conference on eXplainable Artificial Intelligence (xAI-2023), Lissabon, 2023.","apa":"Liedeker, F., &#38; Cimiano, P. (2023). <i>A Prototype of an Interactive Clinical Decision Support System with Counterfactual Explanations</i>. xAI-2023 Late-breaking Work, Demos and Doctoral Consortium co-located with the 1st World Conference on eXplainable Artificial Intelligence (xAI-2023), Lissabon.","bibtex":"@inproceedings{Liedeker_Cimiano_2023, title={A Prototype of an Interactive Clinical Decision Support System with Counterfactual Explanations}, author={Liedeker, Felix and Cimiano, Philipp}, year={2023} }","mla":"Liedeker, Felix, and Philipp Cimiano. <i>A Prototype of an Interactive Clinical Decision Support System with Counterfactual Explanations</i>. 2023."},"keyword":["Explainable AI","Clinical decision support","Bayesian network","Counterfactual explanations"],"_id":"56477","language":[{"iso":"eng"}]}