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Selected Publication:

SHR Neuro Cancer Cardio Lipid Metab Microb

Holzinger, A; Muller, H.
Toward Human-AI Interfaces to Support Explainability and Causability in Medical AI
COMPUTER. 2021; 54(10): 78-86. Doi: 10.1109/MC.2021.3092610
Web of Science FullText FullText_MUG

Leading authors Med Uni Graz: Holzinger Andreas
Co-authors Med Uni Graz: Müller Heimo
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Abstract:: Our concept of causability is a measure of whether and to what extent humans can understand a given machine explanation. We motivate causability with a clinical case from cancer research. We argue for using causability in medical artificial intelligence (AI) to develop and evaluate future human-AI interfaces.