Jana L Hoffman (Jana Hoffman)

Publication Activity (10 Years)

Years Active: 2016-2022
Publications (10 Years): 8

Top Topics

Intensive Care Unit

Extracorporeal Membrane Oxygenation

Electronic Health Record

Top Venues

JMIR public health and surveillance

Journal of clinical medicine

Diagnostics (Basel, Switzerland)

JMIR medical informatics

This page only lists publications with an associated author ORCID identifier.

Publications

Angier Allen, Zohora Iqbal, Abigail Green-Saxena, Myrna Hurtado, Jana L Hoffman, Qingqing Mao, Ritankar Das
Prediction of diabetic kidney disease with machine learning algorithms, upon the initial diagnosis of type 2 diabetes mellitus. BMJ open diabetes research & care 10 (1) (2022)
Rahul Thapa, Anurag Garikipati, Sepideh Shokouhi, Myrna Hurtado, Gina Barnes, Jana L Hoffman, Jacob Calvert, Lynne Katzmann, Qingqing Mao, Ritankar Das
Predicting Falls in Long-term Care Facilities: Machine Learning Study. JMIR aging 5 (2) (2022)
Carson Lam, Chak Foon Tso, Abigail Green-Saxena, Emily Pellegrini, Zohora Iqbal, Daniel Evans, Jana L Hoffman, Jacob Calvert, Qingqing Mao, Ritankar Das
Semisupervised Deep Learning Techniques for Predicting Acute Respiratory Distress Syndrome From Time-Series Clinical Data: Model Development and Validation Study. JMIR formative research 5 (9) (2021)
Hoyt Burdick, Carson Lam, Samson J Mataraso, Anna C Siefkas, Gregory Braden, R Phillip Dellinger, Andrea McCoy, Jean-Louis Vincent, Abigail Green-Saxena, Gina Barnes, Jana L Hoffman, Jacob Calvert, Emily Pellegrini, Ritankar Das
Is Machine Learning a Better Way to Identify COVID-19 Patients Who Might Benefit from Hydroxychloroquine Treatment?-The IDENTIFY Trial. Journal of clinical medicine 9 (12) (2020)
Angier Allen, Samson J Mataraso, Anna C Siefkas, Hoyt Burdick, Gregory L Braden, R Phillip Dellinger, Andrea McCoy, Emily Pellegrini, Jana L Hoffman, Abigail Green-Saxena, Gina Barnes, Jacob Calvert, Ritankar Das
A Racially Unbiased, Machine Learning Approach to Prediction of Mortality: Algorithm Development Study. JMIR public health and surveillance 6 (4) (2020)
Jacob Calvert, Nicholas Saber, Jana L Hoffman, Ritankar Das
Machine-Learning-Based Laboratory Developed Test for the Diagnosis of Sepsis in High-Risk Patients. Diagnostics (Basel, Switzerland) 9 (1) (2019)
Qingqing Mao, Melissa Jay, Jana L Hoffman, Jacob Calvert, Christopher Barton, David Shimabukuro, Lisa Shieh, Uli Chettipally, Grant Fletcher, Yaniv Kerem, Yifan Zhou, Ritankar Das
Multicentre validation of a sepsis prediction algorithm using only vital sign data in the emergency department, general ward and ICU. BMJ open 8 (1) (2018)
Thomas A Desautels, Jacob Calvert, Jana L Hoffman, Melissa J Smith, Yaniv Kerem, Lisa Shieh, David Shimabukuro, Uli Chettipally, Mitchell D Feldman, Chris Barton, David J Wales, Ritankar Das
Prediction of Sepsis in the Intensive Care Unit With Minimal Electronic Health Record Data: A Machine Learning Approach. JMIR medical informatics 4 (3) (2016)