Blar i Institutt for sirkulasjon og bildediagnostikk på forfatter "Salvo Rossi, Pierluigi"
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Comparative analysis of explainable machine learning prediction models for hospital mortality
Stenwig, Eline; Salvi, Giampiero; Salvo Rossi, Pierluigi; Skjaervold, Nils Kristian (Peer reviewed; Journal article, 2022)Background Machine learning (ML) holds the promise of becoming an essential tool for utilising the increasing amount of clinical data available for analysis and clinical decision support. However, the lack of trust in ... -
Comparison of correctly and incorrectly classified patients for in-hospital mortality prediction in the intensive care unit
Stenwig, Eline; Salvi, Giampiero; Salvo Rossi, Pierluigi; Skjaervold, Nils Kristian (Peer reviewed; Journal article, 2023)Background The use of machine learning is becoming increasingly popular in many disciplines, but there is still an implementation gap of machine learning models in clinical settings. Lack of trust in models is one of ...