---
_id: '56477'
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.
author:
- first_name: Felix
  full_name: Liedeker, Felix
  id: '93275'
  last_name: Liedeker
- first_name: Philipp
  full_name: Cimiano, Philipp
  last_name: Cimiano
citation:
  ama: 'Liedeker F, Cimiano P. A Prototype of an Interactive Clinical Decision Support
    System with Counterfactual Explanations. In: ; 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} }'
  chicago: Liedeker, Felix, and Philipp Cimiano. “A Prototype of an Interactive Clinical
    Decision Support System with Counterfactual Explanations,” 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.
  mla: Liedeker, Felix, and Philipp Cimiano. <i>A Prototype of an Interactive Clinical
    Decision Support System with Counterfactual Explanations</i>. 2023.
  short: 'F. Liedeker, P. Cimiano, in: 2023.'
conference:
  end_date: 2023-07-28
  location: Lissabon
  name: xAI-2023 Late-breaking Work, Demos and Doctoral Consortium co-located with
    the 1st World Conference on eXplainable Artificial Intelligence (xAI-2023)
  start_date: 2023-07-26
date_created: 2024-10-09T14:50:09Z
date_updated: 2024-10-09T15:04:53Z
department:
- _id: '660'
keyword:
- Explainable AI
- Clinical decision support
- Bayesian network
- Counterfactual explanations
language:
- iso: eng
project:
- _id: '128'
  name: 'TRR 318 - C5: TRR 318 - Subproject C5'
status: public
title: A Prototype of an Interactive Clinical Decision Support System with Counterfactual
  Explanations
type: conference
user_id: '93275'
year: '2023'
...