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Evaluation of crowdsourced mortality prediction models as a framework for assessing artificial intelligence in medicine
2023·8 Zitationen·Journal of the American Medical Informatics AssociationOpen Access
Volltext beim Verlag öffnen8
Zitationen
381
Autoren
2023
Jahr
Abstract
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.
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Autoren
- Timothy Bergquist
- Thomas Schaffter
- Yao Yan
- Thomas Yu
- Justin Prosser
- Jifan Gao
- Guanhua Chen
- Łukasz Charzewski
- Zofia Nawalany
- Ivan Brugere
- Renata Retkutė
- Alisa Prusokiene
- Augustinas Prusokas
- Yonghwa Choi
- Sang-Hoon Lee
- Junseok Choe
- Inggeol Lee
- Sunkyu Kim
- Jaewoo Kang
- Sean D. Mooney
- Justin Guinney
- Aaron Lee
- Ali Salehzadeh‐Yazdi
- Alidivinas Prusokas
- Anand Basu
- Anas Belouali
- Ann‐Kristin Becker
- Ariel Israel
- Augustinas Prusokas
- Benjamin Winter
- Carlos Vega
- Christoph Kurz
- Dagmar Waltemath
- Darius Schweinoch
- Enrico Glaab
- Gang Luo
- Guanhua Chen
- Helena U. Zacharias
- Hezhe Qiao
- Inggeol Lee
- Ivan Brugere
- Jaewoo Kang
- Jifan Gao
- Julia Truthmann
- JunSeok Choe
- Kari A. Stephens
- Lars Kaderali
- Lav R. Varshney
- Marcus Vollmer
- Maria‐Theodora Pandi
- Martin L. Gunn
- Meliha Yetişgen
- Neetika Nath
- Noah Hammarlund
- Oliver Müller-Stricker
- Panagiotis Togias
- Patrick J. Heagerty
- Peter Muir
- Peter Banda
- Renata Retkutė
- Ron Henkel
- Sagar Madgi
- Samir Gupta
- Sanghoon Lee
- Sean D. Mooney
- Shabeeb Kannattikuni
- Shamim Sarhadi
- Shikhar Omar
- Shuo Wang
- Soumyabrata Ghosh
- Stefan Neumann
- Stefan Simm
- Subha Madhavan
- Sunkyu Kim
- Thomas Yu
- Venkata Satagopam
- Vikas Pejaver
- Yachee Gupta
- Yonghwa Choi
- Zofia Nawalany
- Łukasz Charzewski
- Aaron Lee
- Ali Salehzadeh‐Yazdi
- Alidivinas Prusokas
- Anand Basu
- Anas Belouali
- Ann‐Kristin Becker
- Ariel Israel
- Augustinas Prusokas
- Benjamin Winter
- Carlos Vega
- Christoph Kurz
- Dagmar Waltemath
- Darius Schweinoch
- Enrico Glaab
- Gang Luo
- Guanhua Chen
- Helena U. Zacharias
- Hezhe Qiao
- Inggeol Lee
- Ivan Brugere
- Jaewoo Kang
- Jifan Gao
- Julia Truthmann
- JunSeok Choe
- Kari A. Stephens
- Lars Kaderali
- Lav R. Varshney
- Marcus Vollmer
- Maria‐Theodora Pandi
- Martin L. Gunn
- Meliha Yetişgen
- Neetika Nath
- Noah Hammarlund
- Oliver Müller-Stricker
- Panagiotis Togias
- Patrick J. Heagerty
- Peter Muir
- Peter Banda
- Renata Retkutė
- Ron Henkel
- Sagar Madgi
- Samir Gupta
- Sanghoon Lee
- Sean D. Mooney
- Shabeeb Kannattikuni
- Shamim Sarhadi
- Shikhar Omar
- Shuo Wang
- Soumyabrata Ghosh
- Stefan Neumann
- Stefan Simm
- Subha Madhavan
- Sunkyu Kim
- Thomas Yu
- Venkata Satagopam
- Vikas Pejaver
- Yachee Gupta
- Yonghwa Choi
- Zofia Nawalany
- Łukasz Charzewski
- Aaron Lee
- Ali Salehzadeh‐Yazdi
- Alidivinas Prusokas
- Anand Basu
- Anas Belouali
- Ann‐Kristin Becker
- Ariel Israel
- Augustinas Prusokas
- Benjamin Winter
- Carlos Vega
- Christoph Kurz
- Dagmar Waltemath
- Darius Schweinoch
- Enrico Glaab
- Gang Luo
- Guanhua Chen
- Helena U. Zacharias
- Hezhe Qiao
- Inggeol Lee
- Ivan Brugere
- Jaewoo Kang
- Jifan Gao
- Julia Truthmann
- JunSeok Choe
- Kari A. Stephens
- Lars Kaderali
- Lav R. Varshney
- Marcus Vollmer
- Maria‐Theodora Pandi
- Martin L. Gunn
- Meliha Yetişgen
- Neetika Nath
- Noah Hammarlund
- Oliver Müller-Stricker
- Panagiotis Togias
- Patrick J. Heagerty
- Peter Muir
- Peter Banda
- Renata Retkutė
- Ron Henkel
- Sagar Madgi
- Samir Gupta
- Sanghoon Lee
- Sean D. Mooney
- Shabeeb Kannattikuni
- Shamim Sarhadi
- Shikhar Omar
- Shuo Wang
- Soumyabrata Ghosh
- Stefan Neumann
- Stefan Simm
- Subha Madhavan
- Sunkyu Kim
- Thomas Yu
- Venkata Satagopam
- Vikas Pejaver
- Yachee Gupta
- Yonghwa Choi
- Zofia Nawalany
- Łukasz Charzewski
- Aaron Lee
- Ali Salehzadeh‐Yazdi
- Alidivinas Prusokas
- Anand Basu
- Anas Belouali
- Ann‐Kristin Becker
- Ariel Israel
- Augustinas Prusokas
- Benjamin Winter
- Carlos Vega
- Christoph Kurz
- Dagmar Waltemath
- Darius Schweinoch
- Enrico Glaab
- Gang Luo
- Guanhua Chen
- Helena U. Zacharias
- Hezhe Qiao
- Inggeol Lee
- Ivan Brugere
- Jaewoo Kang
- Jifan Gao
- Julia Truthmann
- JunSeok Choe
- Kari A. Stephens
- Lars Kaderali
- Lav R. Varshney
- Marcus Vollmer
- Maria‐Theodora Pandi
- Martin L. Gunn
- Meliha Yetişgen
- Neetika Nath
- Noah Hammarlund
- Oliver Müller-Stricker
- Panagiotis Togias
- Patrick J. Heagerty
- Peter Muir
- Peter Banda
- Renata Retkutė
- Ron Henkel
- Sagar Madgi
- Samir Gupta
- Sanghoon Lee
- Sean D. Mooney
- Shabeeb Kannattikuni
- Shamim Sarhadi
- Shikhar Omar
- Shuo Wang
- Soumyabrata Ghosh
- Stefan Neumann
- Stefan Simm
- Subha Madhavan
- Sunkyu Kim
- Thomas Yu
- Venkata Satagopam
- Vikas Pejaver
- Yachee Gupta
- Yonghwa Choi
- Zofia Nawalany
- Łukasz Charzewski
- Aaron Lee
- Ali Salehzadeh‐Yazdi
- Alidivinas Prusokas
- Anand Basu
- Anas Belouali
- Ann‐Kristin Becker
- Ariel Israel
- Augustinas Prusokas
- Benjamin Winter
- Carlos Vega
- Christoph Kurz
- Dagmar Waltemath
- Darius Schweinoch
- Enrico Glaab
- Gang Luo
- Guanhua Chen
- Helena U. Zacharias
- Hezhe Qiao
- Inggeol Lee
- Ivan Brugere
- Jaewoo Kang
- Jifan Gao
- Julia Truthmann
- JunSeok Choe
- Kari A. Stephens
- Lars Kaderali
- Lav R. Varshney
- Marcus Vollmer
- Maria‐Theodora Pandi
- Martin L. Gunn
- Meliha Yetişgen
- Neetika Nath
- Noah Hammarlund
- Oliver Müller-Stricker
- Panagiotis Togias
- Patrick J. Heagerty
- Peter Muir
- Peter Banda
- Renata Retkutė
- Ron Henkel
- Sagar Madgi
- Samir Gupta
- Sanghoon Lee
- Sean D. Mooney
- Shabeeb Kannattikuni
- Shamim Sarhadi
- Shikhar Omar
- Shuo Wang
- Soumyabrata Ghosh
- Stefan Neumann
- Stefan Simm
- Subha Madhavan
- Sunkyu Kim
- Thomas Yu
- Venkata Satagopam
- Vikas Pejaver
- Yachee Gupta
- Yonghwa Choi
- Zofia Nawalany
- Łukasz Charzewski
- Aaron Lee
- Ali Salehzadeh‐Yazdi
- Alidivinas Prusokas
- Anand Basu
- Anas Belouali
- Ann‐Kristin Becker
- Ariel Israel
- Augustinas Prusokas
- Benjamin Winter
- Carlos Vega
- Christoph Kurz
- Dagmar Waltemath
- Darius Schweinoch
- Enrico Glaab
- Gang Luo
- Guanhua Chen
- Helena U. Zacharias
- Hezhe Qiao
- Inggeol Lee
- Ivan Brugere
- Jaewoo Kang
- Jifan Gao
- Julia Truthmann
- JunSeok Choe
- Kari A. Stephens
- Lars Kaderali
- Lav R. Varshney
- Marcus Vollmer
- Maria‐Theodora Pandi
- Martin L. Gunn
- Meliha Yetişgen
- Neetika Nath
- Noah Hammarlund
- Oliver Müller-Stricker
- Panagiotis Togias
- Patrick J. Heagerty
- Peter Muir
- Peter Banda
- Renata Retkutė
- Ron Henkel
- Sagar Madgi
- Samir Gupta
- Sanghoon Lee
- Sean D. Mooney
- Shabeeb Kannattikuni
- Shamim Sarhadi
- Shikhar Omar
- Shuo Wang
- Soumyabrata Ghosh
- Stefan Neumann
- Stefan Simm
- Subha Madhavan
- Sunkyu Kim
- Thomas Yu
- Venkata Satagopam
- Vikas Pejaver
- Yachee Gupta
- Yonghwa Choi
- Zofia Nawalany
- Łukasz Charzewski
Institutionen
- Sage Bionetworks(US)
- University of Washington Medical Center(US)
- University of Washington(US)
- Institute of Translational Health Sciences(US)
- University of Wisconsin–Madison(US)
- University of Warsaw(PL)
- University of Illinois Chicago(US)
- University of Cambridge(GB)
- Newcastle University(GB)
- Imperial College London(GB)
- Korea University(KR)
Themen
Machine Learning in HealthcareArtificial Intelligence in Healthcare and EducationArtificial Intelligence in Healthcare