Concepedia

Author

Jana Hoffman

Dascena (United States)ORCID

Also Known As

J. Hoffman, Jana Hoffman, Jana L Hoffman, Jana L. Hoffman

68

Publications

2.6K

Citations

24

H-Index

37

Concepts

All Affiliations

Dascena (United States)University of California, San FranciscoKaiser Permanente South San Francisco Medical CenterCabell Huntington HospitalMarshall University
JH

About

Jana Hoffman is an author at Dascena (United States) specializing in medicine, diagnosis, and health informatics.

Top Concepts

#ConceptH-IndexPublicationsCitations

1

Medicine

8

8

401

2

Engineering

3

3

307

3

Emergency Medicine

3

3

57

4

Public Health

2

2

26

5

Data Science

2

2

58

Jana Hoffman

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33

Publications

2.5K

Citations

24

H-Index

YearCitations

Prediction of Sepsis in the Intensive Care Unit With Minimal Electronic Health Record Data: A Machine Learning Approach

Thomas Desautels, Jacob Calvert, Jana Hoffman,

JMIR Medical Informatics

2016

505

Multicentre validation of a sepsis prediction algorithm using only vital sign data in the emergency department, general ward and ICU

Qingqing Mao, Melissa Jay, Jana Hoffman,

BMJ Open

2018

329

A computational approach to early sepsis detection

Jacob Calvert, D A Price, Uli K. Chettipally,

Computers in Biology and Medicine

2016

249

Prediction of respiratory decompensation in Covid-19 patients using machine learning: The READY trial

Hoyt Burdick, Carson Lam, Samson Mataraso,

Computers in Biology and Medicine

2020

154

Pediatric Severe Sepsis Prediction Using Machine Learning

Sidney Le, Jana Hoffman, Christopher Barton,

Frontiers in Pediatrics

2019

110

Supervised machine learning for the early prediction of acute respiratory distress syndrome (ARDS)

Sidney Le, Emily Pellegrini, Abigail Green‐Saxena,

Journal of Critical Care

2020

95

Mortality prediction model for the triage of COVID-19, pneumonia, and mechanically ventilated ICU patients: A retrospective study

Logan Ryan, Carson Lam, Samson Mataraso,

Annals of Medicine and Surgery

2020

87

Using electronic health record collected clinical variables to predict medical intensive care unit mortality

Jacob Calvert, Qingqing Mao, Jana Hoffman,

Annals of Medicine and Surgery

2016

80

High-performance detection and early prediction of septic shock for alcohol-use disorder patients

Jacob Calvert, Thomas Desautels, Uli K. Chettipally,

Annals of Medicine and Surgery

2016

73

Prediction of diabetic kidney disease with machine learning algorithms, upon the initial diagnosis of type 2 diabetes mellitus

Angier Allen, Zohora Iqbal, Abigail Green‐Saxena,

BMJ Open Diabetes Research & Care

2022

73

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