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

Reviews in Medical Informatics (96) Secondary Use of Clinical Data for Research and Surveillance (408) Personal Health Records, Patient-Accessible Electronic Health Records, Patient Portals (626) Decision Support for Health Professionals (1320) Clinical Information and Decision Making (1599) Innovations and Technology in Cancer Care (455) Machine Learning (1679) Electronic Health Records (1149)

Published on in Vol 10, No 3 (2022): March

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/33182, first published .
Machine Learning–Based Short-Term Mortality Prediction Models for Patients With Cancer Using Electronic Health Record Data: Systematic Review and Critical Appraisal

Machine Learning–Based Short-Term Mortality Prediction Models for Patients With Cancer Using Electronic Health Record Data: Systematic Review and Critical Appraisal

Machine Learning–Based Short-Term Mortality Prediction Models for Patients With Cancer Using Electronic Health Record Data: Systematic Review and Critical Appraisal

Authors of this article:

Sheng-Chieh Lu1 Author Orcid Image ;   Cai Xu1 Author Orcid Image ;   Chandler H Nguyen2 Author Orcid Image ;   Yimin Geng3 Author Orcid Image ;   André Pfob4 Author Orcid Image ;   Chris Sidey-Gibbons1 Author Orcid Image
Article Authors Cited by (28) Tweetations (24) Metrics
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JMIR Publications JMIR Publications @jmirpub

New JMIR MedInform: Machine Learning–Based Short-Term Mortality Prediction Models for #patients With Cancer Using… https://t.co/PElFxGON3J

2:41 PM · Mar 14, 2022

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JMIR Medical Informatics JMIR Medical Informatics @JMIR_MedInform

RT @jmirpub: New JMIR MedInform: Machine Learning–Based Short-Term Mortality Prediction Models for #patients With Cancer Using #ehr Data: S…

2:41 PM · Mar 14, 2022

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Oncology & Machine Learning Oncology & Machine Learning @MlOncology

Machine Learning-Based Short-Term Mortality Prediction Models for Patients With Cancer Using Electronic Health Reco… https://t.co/3vmv0BpHu6

7:09 AM · Mar 15, 2022

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Oncology & Machine Learning Oncology & Machine Learning @MlOncology

Machine Learning-Based Short-Term Mortality Prediction Models for Patients With Cancer Using Electronic Health Reco… https://t.co/K3KRUqMtpm

8:09 AM · Mar 15, 2022

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Oncology & Machine Learning Oncology & Machine Learning @MlOncology

Machine Learning-Based Short-Term Mortality Prediction Models for Patients With Cancer Using Electronic Health Reco… https://t.co/y9uX1BuWJ2

7:09 AM · Mar 16, 2022

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Oncology & Machine Learning Oncology & Machine Learning @MlOncology

Machine Learning-Based Short-Term Mortality Prediction Models for Patients With Cancer Using Electronic Health Reco… https://t.co/oNAcoGv3xd

8:09 AM · Mar 16, 2022

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Gary Collins ???????? Gary Collins ???????? @GSCollins

Another #MachineLearning review: "The overall risk of bias was high, & there was substantial uncertainty regarding… https://t.co/USTub9BiJt

8:37 AM · Mar 16, 2022

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Bang Truong Bang Truong @bangphd_epi

RT @GSCollins: Another #MachineLearning review: "The overall risk of bias was high, & there was substantial uncertainty regarding the devel…

8:58 AM · Mar 16, 2022

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???????????????? ???????????????????????? ???????????????? ???????????????????????? @cd_fuller

RT @GSCollins: Another #MachineLearning review: "The overall risk of bias was high, & there was substantial uncertainty regarding the devel…

9:09 AM · Mar 16, 2022

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Kenneth Taylor Kenneth Taylor @KenTaylorDPT

RT @GSCollins: Another #MachineLearning review: "The overall risk of bias was high, & there was substantial uncertainty regarding the devel…

11:02 AM · Mar 16, 2022

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Rex "garbage in" Douglass Rex "garbage in" Douglass @RexDouglass

RT @GSCollins: Another #MachineLearning review: "The overall risk of bias was high, & there was substantial uncertainty regarding the devel…

11:19 AM · Mar 16, 2022

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Abraham E. Gracia R. Abraham E. Gracia R. @Abraham_RMI

RT @GSCollins: Another #MachineLearning review: "The overall risk of bias was high, & there was substantial uncertainty regarding the devel…

1:39 PM · Mar 16, 2022

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Adrian V. Hernandez Adrian V. Hernandez @AVHernandezDiaz

RT @GSCollins: Another #MachineLearning review: "The overall risk of bias was high, & there was substantial uncertainty regarding the devel…

1:40 PM · Mar 16, 2022

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rafael mello galliez rafael mello galliez @RafaelGalliez

RT @GSCollins: Another #MachineLearning review: "The overall risk of bias was high, & there was substantial uncertainty regarding the devel…

1:55 PM · Mar 16, 2022

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Nhung Trinh Nhung Trinh @NhungPharma

RT @GSCollins: Another #MachineLearning review: "The overall risk of bias was high, & there was substantial uncertainty regarding the devel…

2:17 PM · Mar 16, 2022

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Chris Sidey-Gibbons Chris Sidey-Gibbons @DrCGibbons

Predicting short-term mortality to enhance decision making in oncology. Some promise but a clear need to improve re… https://t.co/OCxXk8ZbjS

2:31 PM · Mar 16, 2022

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Giuliano Netto Flores Cruz Giuliano Netto Flores Cruz @giulianonetto

RT @GSCollins: Another #MachineLearning review: "The overall risk of bias was high, & there was substantial uncertainty regarding the devel…

6:52 PM · Mar 16, 2022

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Francisco Lupiáñez-Villanueva Francisco Lupiáñez-Villanueva @flupianez

RT @GSCollins: Another #MachineLearning review: "The overall risk of bias was high, & there was substantial uncertainty regarding the devel…

8:48 PM · Mar 16, 2022

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Oncology & Machine Learning Oncology & Machine Learning @MlOncology

Machine Learning-Based Short-Term Mortality Prediction Models for Patients With Cancer Using Electronic Health Reco… https://t.co/gRxP3YJcJp

7:09 AM · Mar 17, 2022

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doctick doctick @doctick

#ehr "Machine Learning-Based Short-Term Mortality Prediction Models for Patients With Cancer Using Electronic Healt… https://t.co/VF0qz2wo7Y

7:48 AM · Mar 17, 2022

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Oncology & Machine Learning Oncology & Machine Learning @MlOncology

Machine Learning-Based Short-Term Mortality Prediction Models for Patients With Cancer Using Electronic Health Reco… https://t.co/rWBfg0uISK

8:09 AM · Mar 17, 2022

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André Pfob André Pfob @andrepfob

RT @DrCGibbons: Predicting short-term mortality to enhance decision making in oncology. Some promise but a clear need to improve reporting…

4:18 PM · Mar 17, 2022

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doctick doctick @doctick

#ehr "Machine Learning-Based Short-Term Mortality Prediction Models for Patients With Cancer Using Electronic Healt… https://t.co/GSL6jw4e8z

7:48 AM · Mar 18, 2022

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Machine Learning Machine Learning @machinelearnflx

Machine Learning–Based Short-Term Mortality Prediction Models for Patients With Cancer Using Electronic Health Reco… https://t.co/8JaS5FnXt9

6:00 PM · Mar 18, 2022

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doctick doctick @doctick

#ehr "Machine Learning-Based Short-Term Mortality Prediction Models for Patients With Cancer Using Electronic Healt… https://t.co/JbMCsp6s2y

7:48 AM · Mar 20, 2022

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Tatyana Shamliyan Tatyana Shamliyan @ShamliyanTA

RT @GSCollins: Another #MachineLearning review: "The overall risk of bias was high, & there was substantial uncertainty regarding the devel…

10:48 PM · Mar 21, 2022

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