Blar i Publikasjoner fra CRIStin på forfatter "Egevad, Lars"
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Estimating diagnostic uncertainty in artificial intelligence assisted pathology using conformal prediction
Olsson, Henrik; Kartasalo, Kimmo; Mulliqi, Nita; Capuccini, Marco; Ruusuvuori, Pekka; Samaratunga, Hemamali; Delahunt, Brett; Lindskog, Cecilia; Janssen, Emiel; Blilie, Anders; Egevad, Lars; Spjuth, Ola; Eklund, Martin (Peer reviewed; Journal article, 2022)Unreliable predictions can occur when an artificial intelligence (AI) system is presented with data it has not been exposed to during training. We demonstrate the use of conformal prediction to detect unreliable predictions, ...