Konferenzpaper | 2023 | Not reviewed

A Prototype of an Interactive Clinical Decision Support System with Counterfactual Explanations

Autor(en)

Liedeker, Felix ; Cimiano, Philipp

Name der Konferenz

xAI-2023 Late-breaking Work, Demos and Doctoral Consortium co-located with the 1st World Conference on eXplainable Artificial Intelligence (xAI-2023)

URN

urn:nbn:de:0070-pub-29887995

URL

https://pub.uni-bielefeld.de/record/2988799

Weitere Details

Sprache

englisch

Darstellungsform

Text

Schlagwörter

Bayesian network , Clinical decision support , Counterfactual explanations , Explainable AI

Link zum Volltext (intern)

https://pub.uni-bielefeld.de/record/2988799

DDC

000

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.

Zitierstile

Liedeker F, Cimiano P. 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.

In die Zwischenablage einfügen

Liedeker, F., & Cimiano, P. (2023). 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.

In die Zwischenablage einfügen

Liedeker, Felix, and Cimiano, Philipp. 2023. “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 .

In die Zwischenablage einfügen

Liedeker, F., and Cimiano, P. (2023).“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.

In die Zwischenablage einfügen

Liedeker, F., & Cimiano, P., 2023. 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.

In die Zwischenablage einfügen

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.

In die Zwischenablage einfügen

Liedeker, F., Cimiano, P.: 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).

In die Zwischenablage einfügen

Liedeker, Felix, and Cimiano, Philipp. “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.

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