Evaluation of crowdsourced mortality prediction models as a framework for assessing artificial intelligence in medicine.
Timothy BergquistThomas SchaffterYao YanThomas YuJustin ProsserJifan GaoGuanhua ChenŁukasz CharzewskiZofia NawalanyIvan BrugereRenata RetkuteAlidivinas PrusokasAugustinas PrusokasYonghwa ChoiSanghoon LeeJunseok ChoeInggeol LeeSunkyu KimJaewoo KangSean D MooneyJustin Guinneynull nullAaron LeeAli Salehzadeh-YazdiAlidivinas PrusokasAnand BasuAnas BeloualiAnn-Kristin BeckerAriel IsraelAugustinas PrusokasB WinterCarlos Vega MorenoChristoph KurzDagmar WaltemathDarius SchweinochEnrico GlaabGang LuoGuanhua ChenHelena U ZachariasHezhe QiaoInggeol LeeIvan BrugereJaewoo KangJifan GaoJulia TruthmannJunSeok ChoeKari A StephensLars KaderaliLav R VarshneyMarcus VollmerMaria-Theodora PandiMartin L GunnMeliha YetisgenNeetika NathNoah HammarlundOliver Müller-StrickerPanagiotis TogiasPatrick J HeagertyPeter MuirPeter BandaRenata RetkuteRon HenkelSagar MadgiSamir GuptaSanghoon LeeSean MooneyShabeeb KannattikuniShamim SarhadiShikhar OmarShuo WangSoumyabrata GhoshStefan NeumannStefan SimmSubha MadhavanSunkyu KimThomas Von YuVenkata SatagopamVikas PejaverYachee GuptaYonghwa ChoiZofia NawalanyŁukasz CharzewskiAaron LeeAli Salehzadeh-YazdiAlidivinas PrusokasAnand BasuAnas BeloualiAnn-Kristin BeckerAriel IsraelAugustinas PrusokasB WinterCarlos Vega MorenoChristoph KurzDagmar WaltemathDarius SchweinochEnrico GlaabGang LuoGuanhua ChenHelena U ZachariasHezhe QiaoInggeol LeeIvan BrugereJaewoo KangJifan GaoJulia TruthmannJunSeok ChoeKari A StephensLars KaderaliLav R VarshneyMarcus VollmerMaria-Theodora PandiMartin L GunnMeliha YetisgenNeetika NathNoah HammarlundOliver Müller-StrickerPanagiotis TogiasPatrick J HeagertyPeter MuirPeter BandaRenata RetkuteRon HenkelSagar MadgiSamir GuptaSanghoon LeeSean MooneyShabeeb KannattikuniShamim SarhadiShikhar OmarShuo WangSoumyabrata GhoshStefan NeumannStefan SimmSubha MadhavanSunkyu KimThomas Von YuVenkata SatagopamVikas PejaverYachee GuptaYonghwa ChoiZofia NawalanyŁukasz CharzewskiAaron LeeAli Salehzadeh-YazdiAlidivinas PrusokasAnand BasuAnas BeloualiAnn-Kristin BeckerAriel IsraelAugustinas PrusokasB WinterCarlos Vega MorenoChristoph KurzDagmar WaltemathDarius SchweinochEnrico GlaabGang LuoGuanhua ChenHelena U ZachariasHezhe QiaoInggeol LeeIvan BrugereJaewoo KangJifan GaoJulia TruthmannJunSeok ChoeKari A StephensLars KaderaliLav R VarshneyMarcus VollmerMaria-Theodora PandiMartin L GunnMeliha YetisgenNeetika NathNoah HammarlundOliver Müller-StrickerPanagiotis TogiasPatrick J HeagertyPeter MuirPeter BandaRenata RetkuteRon HenkelSagar MadgiSamir GuptaSanghoon LeeSean MooneyShabeeb KannattikuniShamim SarhadiShikhar OmarShuo WangSoumyabrata GhoshStefan NeumannStefan SimmSubha MadhavanSunkyu KimThomas Von YuVenkata SatagopamVikas PejaverYachee GuptaYonghwa ChoiZofia NawalanyŁukasz CharzewskiAaron LeeAli Salehzadeh-YazdiAlidivinas PrusokasAnand BasuAnas BeloualiAnn-Kristin BeckerAriel IsraelAugustinas PrusokasB WinterCarlos Vega MorenoChristoph KurzDagmar WaltemathDarius SchweinochEnrico GlaabGang LuoGuanhua ChenHelena U ZachariasHezhe QiaoInggeol LeeIvan BrugereJaewoo KangJifan GaoJulia TruthmannJunSeok ChoeKari A StephensLars KaderaliLav R VarshneyMarcus VollmerMaria-Theodora PandiMartin L GunnMeliha YetisgenNeetika NathNoah HammarlundOliver Müller-StrickerPanagiotis TogiasPatrick J HeagertyPeter MuirPeter BandaRenata RetkuteRon HenkelSagar MadgiSamir GuptaSanghoon LeeSean MooneyShabeeb KannattikuniShamim SarhadiShikhar OmarShuo WangSoumyabrata GhoshStefan NeumannStefan SimmSubha MadhavanSunkyu KimThomas Von YuVenkata SatagopamVikas PejaverYachee GuptaYonghwa ChoiZofia NawalanyŁukasz CharzewskiAaron LeeAli Salehzadeh-YazdiAlidivinas PrusokasAnand BasuAnas BeloualiAnn-Kristin BeckerAriel IsraelAugustinas PrusokasB WinterCarlos Vega MorenoChristoph KurzDagmar WaltemathDarius SchweinochEnrico GlaabGang LuoGuanhua ChenHelena U ZachariasHezhe QiaoInggeol LeeIvan BrugereJaewoo KangJifan GaoJulia TruthmannJunSeok ChoeKari A StephensLars KaderaliLav R VarshneyMarcus VollmerMaria-Theodora PandiMartin L GunnMeliha YetisgenNeetika NathNoah HammarlundOliver Müller-StrickerPanagiotis TogiasPatrick J HeagertyPeter MuirPeter BandaRenata RetkuteRon HenkelSagar MadgiSamir GuptaSanghoon LeeSean MooneyShabeeb KannattikuniShamim SarhadiShikhar OmarShuo WangSoumyabrata GhoshStefan NeumannStefan SimmSubha MadhavanSunkyu KimThomas Von YuVenkata SatagopamVikas PejaverYachee GuptaYonghwa ChoiZofia NawalanyŁukasz CharzewskiPublished in: Journal of the American Medical Informatics Association : JAMIA (2023)
This is the largest community challenge focused on the evaluation of state-of-the-art machine learning methods in a healthcare system performed to date, revealing both opportunities and pitfalls of clinical AI.