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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 Charzewski
Published 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.
Keyphrases
  • artificial intelligence
  • machine learning
  • big data
  • deep learning
  • healthcare
  • mental health
  • cardiovascular events
  • risk factors
  • cardiovascular disease
  • type diabetes
  • coronary artery disease