This paper is in the following e-collection/theme issue:

JMIR Theme Issue: COVID-19 Special Issue (2490) Machine Learning (1694) Clinical Information and Decision Making (1612) Decision Support for Health Professionals (1326) Outbreak and Pandemic Preparedness and Management (1779) Artificial Intelligence (1676) Infectious Diseases (non-STD/STI) (1653) Theme Issue: Medical Informatics and COVID-19 (117)

Published on in Vol 23, No 2 (2021): February

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/23458, first published .
Using Automated Machine Learning to Predict the Mortality of Patients With COVID-19: Prediction Model Development Study

Using Automated Machine Learning to Predict the Mortality of Patients With COVID-19: Prediction Model Development Study

Using Automated Machine Learning to Predict the Mortality of Patients With COVID-19: Prediction Model Development Study

Authors of this article:

Kenji Ikemura1, 2 Author Orcid Image ;   Eran Bellin3 Author Orcid Image ;   Yukako Yagi4 Author Orcid Image ;   Henny Billett5 Author Orcid Image ;   Mahmoud Saada2 Author Orcid Image ;   Katelyn Simone2 Author Orcid Image ;   Lindsay Stahl3 Author Orcid Image ;   James Szymanski1 Author Orcid Image ;   D Y Goldstein1 Author Orcid Image ;   Morayma Reyes Gil1 Author Orcid Image
Article Authors Cited by (65) Tweetations (49) Metrics
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Oncology & Machine Learning Oncology & Machine Learning @MlOncology

Using Automated-Machine Learning to Predict COVID-19 Patient Mortality https://t.co/K35GSN4kO6

12:10 AM · Feb 05, 2021

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Troponin_papers Troponin_papers @troponinpapers

Using Automated-Machine Learning to Predict COVID-19 Patient Mortality. https://t.co/GU8zc4JxiE https://t.co/TNPg7Ppl29

1:28 PM · Feb 06, 2021

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Sven Awege Sven Awege @SVENNIECO

Using Automated Machine Learning to Predict the Mortality of Patients With COVID-19: Prediction Model Development S… https://t.co/TNlEfLvAvh

3:12 PM · Feb 26, 2021

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Machine Learning Bot Machine Learning Bot @ML_Tweet_Bot

RT @SVENNIECO: Using Automated Machine Learning to Predict the Mortality of Patients With COVID-19: Prediction Model Development Study http…

3:12 PM · Feb 26, 2021

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JMIR Publications JMIR Publications @jmirpub

New in JMIR: Using Automated Machine Learning to Predict the Mortality of ##Patients With #COVID19 #coronavirus: Pr… https://t.co/0AipNTRoz3

3:24 PM · Feb 26, 2021

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Machine Learning Bot Machine Learning Bot @ML_Tweet_Bot

RT @jmirpub: New in JMIR: Using Automated Machine Learning to Predict the Mortality of ##Patients With #COVID19 #coronavirus: Prediction Mo…

3:24 PM · Feb 26, 2021

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Joseph Sirven Joseph Sirven @jsirven

RT @jmirpub: New in JMIR: Using Automated Machine Learning to Predict the Mortality of ##Patients With #COVID19 #coronavirus: Prediction Mo…

3:24 PM · Feb 26, 2021

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Global Health Observ Global Health Observ @GlobalPHObserv

RT @jmirpub: New in JMIR: Using Automated Machine Learning to Predict the Mortality of ##Patients With #COVID19 #coronavirus: Prediction Mo…

3:27 PM · Feb 26, 2021

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Naweed Amin Naweed Amin @NaweedAmin3

RT @jmirpub: New in JMIR: Using Automated Machine Learning to Predict the Mortality of ##Patients With #COVID19 #coronavirus: Prediction Mo…

3:32 PM · Feb 26, 2021

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Dr. Ye Dr. Ye @aguilar_ye

Qué buen artículo tanto en lo metodológico como en la utilidad. Abordajes como este serán una constante en el futur… https://t.co/pyQ0TmfXUT

3:40 PM · Feb 26, 2021

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Chamberlain University Community Health RNBSN Chamberlain University Community Health RNBSN @CURNBSN_ComHlth

RT @jmirpub: New in JMIR: Using Automated Machine Learning to Predict the Mortality of ##Patients With #COVID19 #coronavirus: Prediction Mo…

3:45 PM · Feb 26, 2021

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Juan C Ivancevich MD Juan C Ivancevich MD @Aller_MD

Using Automated Machine Learning to Predict the Mortality of Patients With #COVID-19: Prediction Model Development… https://t.co/6RdfQpdwXI

8:00 PM · Feb 26, 2021

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Interasma Interasma @Interasma

RT @Aller_MD: Using Automated Machine Learning to Predict the Mortality of Patients With #COVID-19: Prediction Model Development Study http…

3:35 AM · Feb 27, 2021

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Machine Learning Bot Machine Learning Bot @ML_Tweet_Bot

RT @Aller_MD: Using Automated Machine Learning to Predict the Mortality of Patients With #COVID-19: Prediction Model Development Study http…

3:35 AM · Feb 27, 2021

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Fundación Libra Fundación Libra @FUNDACIONLIBRA

RT @Aller_MD: Using Automated Machine Learning to Predict the Mortality of Patients With #COVID-19: Prediction Model Development Study http…

3:35 AM · Feb 27, 2021

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ARIAguideline ARIAguideline @ARIAGuideline

RT @Aller_MD: Using Automated Machine Learning to Predict the Mortality of Patients With #COVID-19: Prediction Model Development Study http…

3:36 AM · Feb 27, 2021

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SLaai SLaai @SocLatAlergia

RT @Aller_MD: Using Automated Machine Learning to Predict the Mortality of Patients With #COVID-19: Prediction Model Development Study http…

3:37 AM · Feb 27, 2021

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Dra. Paola Castro Dra. Paola Castro @pao_0pc

RT @Aller_MD: Using Automated Machine Learning to Predict the Mortality of Patients With #COVID-19: Prediction Model Development Study http…

4:21 PM · Feb 27, 2021

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Culture of Health Eq Culture of Health Eq @CofHEQ

RT @jmirpub: New in JMIR: Using Automated Machine Learning to Predict the Mortality of ##Patients With #COVID19 #coronavirus: Prediction Mo…

12:53 PM · Feb 28, 2021

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GlobalHealthAdvisors GlobalHealthAdvisors @ghia1212

RT @jmirpub: New in JMIR: Using Automated Machine Learning to Predict the Mortality of ##Patients With #COVID19 #coronavirus: Prediction Mo…

1:02 PM · Feb 28, 2021

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Beka "Bexx" Modebade Beka "Bexx" Modebade @bexxmodd

RT @jmirpub: New in JMIR: Using Automated Machine Learning to Predict the Mortality of ##Patients With #COVID19 #coronavirus: Prediction Mo…

1:02 PM · Feb 28, 2021

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Equity and Health Equity and Health @equityhealthdev

RT @jmirpub: New in JMIR: Using Automated Machine Learning to Predict the Mortality of ##Patients With #COVID19 #coronavirus: Prediction Mo…

1:19 PM · Feb 28, 2021

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Lucia Ruggiero EALR Lucia Ruggiero EALR @luciaruggiero

RT @jmirpub: New in JMIR: Using Automated Machine Learning to Predict the Mortality of ##Patients With #COVID19 #coronavirus: Prediction Mo…

1:25 PM · Feb 28, 2021

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Kenji Ikemura Kenji Ikemura @kikem_7

Using Automated Machine Learning to Predict the Mortality of Patients With COVID-19: Prediction Model Development S… https://t.co/PdseKrqZVn

12:11 PM · Mar 01, 2021

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PyScale PyScale @PyScaleLLC

RT @kikem_7: Using Automated Machine Learning to Predict the Mortality of Patients With COVID-19: Prediction Model Development Study https:…

12:20 PM · Mar 01, 2021

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Global Allergy and Airways Patient Platform Global Allergy and Airways Patient Platform @GA2P2

RT @Aller_MD: Using Automated Machine Learning to Predict the Mortality of Patients With #COVID-19: Prediction Model Development Study http…

2:03 PM · Mar 01, 2021

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Machine Learning Bot Machine Learning Bot @ML_Tweet_Bot

RT @Aller_MD: Using Automated Machine Learning to Predict the Mortality of Patients With #COVID-19: Prediction Model Development Study http…

2:03 PM · Mar 01, 2021

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Mahmoud Saada Mahmoud Saada @saadazzz

RT @kikem_7: Using Automated Machine Learning to Predict the Mortality of Patients With COVID-19: Prediction Model Development Study https:…

2:52 PM · Mar 01, 2021

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Machine Learning Bot Machine Learning Bot @ML_Tweet_Bot

RT @kikem_7: Using Automated Machine Learning to Predict the Mortality of Patients With COVID-19: Prediction Model Development Study https:…

2:52 PM · Mar 01, 2021

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Mahmoud Saada Mahmoud Saada @saadazzz

So proud to be part of such a great team! Bravo and well done @kikem_7 https://t.co/kGFfYVCg3G

2:53 PM · Mar 01, 2021

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Machine Learning Bot Machine Learning Bot @ML_Tweet_Bot

RT @saadazzz: So proud to be part of such a great team! Bravo and well done @kikem_7 https://t.co/kGFfYVCg3G

2:54 PM · Mar 01, 2021

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Einstein Pathology Einstein Pathology @EinsteinPath

Congrats Dr. Ikemura and your very talented team on this brilliant research!!!! So proud of you!!! https://t.co/9s8SzzcGqU

3:38 PM · Mar 01, 2021

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AI Bot AI Bot @trendsinAI

RT @EinsteinPath: Congrats Dr. Ikemura and your very talented team on this brilliant research!!!! So proud of you!!! https://t.co/9s8SzzcGqU

3:38 PM · Mar 01, 2021

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Carlos Castrodad-Rodríguez, MD Carlos Castrodad-Rodríguez, MD @c_castrodad

RT @kikem_7: Using Automated Machine Learning to Predict the Mortality of Patients With COVID-19: Prediction Model Development Study https:…

3:43 PM · Mar 01, 2021

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Einstein Pathology Einstein Pathology @EinsteinPath

Bravo Dr. Kenji Ikemura @MontefioreNYC @EinsteinMed #Pathology resident & colleagues on publication of "Using… https://t.co/afaZHshsDr

3:53 PM · Mar 01, 2021

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Michael B Prystowsky Michael B Prystowsky @prystowsky

Kudos Dr. Ikemura and your very talented team on this innovative & important research!!! We could not be more proud… https://t.co/05YizHFdH1

3:58 PM · Mar 01, 2021

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KevinKuan KevinKuan @kkuanMD

RT @EinsteinPath: Bravo Dr. Kenji Ikemura @MontefioreNYC @EinsteinMed #Pathology resident & colleagues on publication of "Using #AutomatedM…

5:10 PM · Mar 01, 2021

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Ridin Balakrishnan, MD Ridin Balakrishnan, MD @ridin_bk_MD

RT @kikem_7: Using Automated Machine Learning to Predict the Mortality of Patients With COVID-19: Prediction Model Development Study https:…

5:43 PM · Mar 01, 2021

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Christopher Burnette Christopher Burnette @Calcaware

RT @kikem_7: Using Automated Machine Learning to Predict the Mortality of Patients With COVID-19: Prediction Model Development Study https:…

5:43 PM · Mar 01, 2021

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Einstein Montefiore Medicine Einstein Montefiore Medicine @einsteinmedicin

Congrats to Dr. Ikemura, #Pathology colleagues, and #Hematology #Oncology co-author Dr. Henny Billett! https://t.co/naVpWJiTtD

7:22 PM · Mar 01, 2021

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Carlos Castrodad-Rodríguez, MD Carlos Castrodad-Rodríguez, MD @c_castrodad

RT @EinsteinPath: Bravo Dr. Kenji Ikemura @MontefioreNYC @EinsteinMed #Pathology resident & colleagues on publication of "Using #AutomatedM…

8:31 PM · Mar 01, 2021

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SunitaReed SunitaReed @SunitaReed

RT @EinsteinPath: Bravo Dr. Kenji Ikemura @MontefioreNYC @EinsteinMed #Pathology resident & colleagues on publication of "Using #AutomatedM…

8:40 PM · Mar 01, 2021

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Katelyn Simone Katelyn Simone @K_Dot_Biz

Excited for this recent collaboration to publish today and the potential to help inform medical innovation in respo… https://t.co/9VDs8H6ulL

10:16 PM · Mar 01, 2021

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D.Abid marzouq D.Abid marzouq @AbidMarzouq

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6:11 AM · Mar 02, 2021

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Machine Learning Bot Machine Learning Bot @ML_Tweet_Bot

RT @saadazzz: So proud to be part of such a great team! Bravo and well done @kikem_7 https://t.co/kGFfYVCg3G

6:11 AM · Mar 02, 2021

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Sam Khader, MD Sam Khader, MD @SamKhader

Congrats to my brilliant resident at @MontefioreNYC Dr. Kenji Ikemura @kikem_7 on his publication "Using… https://t.co/PXWtOijbFA

9:07 PM · Mar 31, 2021

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Aastha Chauhan Aastha Chauhan @ac_pathgal

RT @SamKhader: Congrats to my brilliant resident at @MontefioreNYC Dr. Kenji Ikemura @kikem_7 on his publication "Using #AutomatedMachineLe…

9:16 PM · Mar 31, 2021

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Swikrity U Baskota,MD Swikrity U Baskota,MD @Baskotacytopath

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9:17 PM · Mar 31, 2021

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Raquel Yokoda, MD Raquel Yokoda, MD @yokoda_md

RT @SamKhader: Congrats to my brilliant resident at @MontefioreNYC Dr. Kenji Ikemura @kikem_7 on his publication "Using #AutomatedMachineLe…

9:24 PM · Mar 31, 2021

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Pembe Oltulu, MD Pembe Oltulu, MD @pembeoltulu

RT @Baskotacytopath: Congratulations @Kikem_7 @SamKhader Dr.Khader speaks very highly about you! and I can see why!

9:32 PM · Mar 31, 2021

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Pembe Oltulu, MD Pembe Oltulu, MD @pembeoltulu

RT @SamKhader: Congrats to my brilliant resident at @MontefioreNYC Dr. Kenji Ikemura @kikem_7 on his publication "Using #AutomatedMachineLe…

9:33 PM · Mar 31, 2021

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Einstein Pathology Einstein Pathology @EinsteinPath

RT @SamKhader: Congrats to my brilliant resident at @MontefioreNYC Dr. Kenji Ikemura @kikem_7 on his publication "Using #AutomatedMachineLe…

11:54 PM · Mar 31, 2021

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