Jana Hoffman - Publications, H-index & Citations

Jana Hoffman

Marshall University

24H指数

68论文数

2.6K被引数

收录论文 18

发表时间

Predicting Falls in Long-term Care Facilities: Machine Learning Study

JMIR AGING

IF4.8

2022-04-01

OAAI

Thapa, Rahul; Garikipati, Anurag; Shokouhi, Sepideh; Hurtado, Myrna; Barnes, Gina; Hoffman, Jana; Calvert, Jacob; Katzmann, Lynne; Mao, Qingqing; Das, Ritankar

Early prediction of central line associated bloodstream infection using machine learning

AMERICAN JOURNAL OF INFECTION CONTROL

IF2.4

2022-04-01

OAAI

Rahmani, Keyvan; Garikipati, Anurag; Barnes, Gina; Hoffman, Jana; Calvert, Jacob; Mao, Qingqing; Das, Ritankar

A comparative analysis of machine learning approaches to predict C. difficile infection in hospitalized patients

AMERICAN JOURNAL OF INFECTION CONTROL

IF2.4

2022-03-01

PREAI

Panchavati, Saarang; Zelin, Nicole S.; Garikipati, Anurag; Pellegrini, Emily; Iqbal, Zohora; Barnes, Gina; Hoffman, Jana; Calvert, Jacob; Mao, Qingqing; Das, Ritankar

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

BMJ OPEN DIABETES RESEARCH & CARE

IF4.1

2022-01-19

OAAI

Allen, Angier; Iqbal, Zohora; Green-Saxena, Abigail; Hurtado, Myrna; Hoffman, Jana; Mao, Qingqing; Das, Ritankar

Personalized stratification of hospitalization risk amidst COVID-19: A machine learning approach

health policy

IF3.7

2021-09-01

OAAI

Lam, Carson; Calvert, Jacob; Siefkas, Anna; Barnes, Gina; Pellegrini, Emily; Green-Saxena, Abigail; Hoffman, Jana; Mao, Qingqing; Das, Ritankar

Machine Learning as a Precision-Medicine Approach to Prescribing COVID-19 Pharmacotherapy with Remdesivir or Corticosteroids 机器学习作为一种精密医学方法，用于使用Remdesivir或皮质类固醇处方新型冠状病毒肺炎药物治疗

CLINICAL THERAPEUTICS

IF3.6

2021-05-01

OAAI

Lam, Carson; Siefkas, Anna; Zelin, Nicole S.; Barnes, Gina; Dellinger, R. Phillip; Vincent, Jean-Louis; Braden, Gregory; Burdick, Hoyt; Hoffman, Jana; Calvert, Jacob; Mao, Qingqing; Das, Ritankar

Convolutional Neural Network Model for Intensive Care Unit Acute Kidney Injury Prediction

KIDNEY INTERNATIONAL REPORTS

IF5.7

2021-05-01

OAAI

Le, Sidney; Allen, Angier; Calvert, Jacob; Palevsky, Paul M.; Braden, Gregory; Patel, Sharad; Pellegrini, Emily; Green-Saxena, Abigail; Hoffman, Jana; Das, Ritankar

Prediction of short-term mortality in acute heart failure patients using minimal electronic health record data

BIODATA MINING

IF6.1

2021-03-31

OAAI

Radhachandran, Ashwath; Garikipati, Anurag; Zelin, Nicole S.; Pellegrini, Emily; Ghandian, Sina; Calvert, Jacob; Hoffman, Jana; Mao, Qingqing; Das, Ritankar

Supervised machine learning for the early prediction of acute respiratory distress syndrome (ARDS)用于急性呼吸窘迫综合征早期预测 (ARDS) 的监督机器学习

JOURNAL OF CRITICAL CARE

IF2.9

2020-12-01

OAAI

Le, Sidney; Pellegrini, Emily; Green-Saxena, Abigail; Summers, Charlotte; Hoffman, Jana; Calvert, Jacob; Das, Ritankar

Is Machine Learning a Better Way to Identify COVID-19 Patients Who Might Benefit from Hydroxychloroquine Treatment?-The IDENTIFY Trial

JOURNAL OF CLINICAL MEDICINE

IF2.9

2020-11-26

OAAI

Burdick, Hoyt; Lam, Carson; Mataraso, Samson; Siefkas, Anna; Braden, Gregory; Dellinger, R. Phillip; McCoy, Andrea; Vincent, Jean-Louis; Green-Saxena, Abigail; Barnes, Gina; Hoffman, Jana; Calvert, Jacob; Pellegrini, Emily; Das, Ritankar

A Machine Learning Approach to Acute Heart Failure Risk Stratification

CIRCULATION

IF38.6

2020-11-17

PREAI

Ghandian, Sina; Mataraso, Samson; Pellegrini, Emily; Lynn-Palevsky, Anna; Barnes, Gina; Saxena, Abigail Green; Hoffman, Jana; Calvert, Jacob; Das, Ritankar

Validation of a machine learning algorithm for early severe sepsis prediction: a retrospective study predicting severe sepsis up to 48 h in advance using a diverse dataset from 461 US hospitals

BMC MEDICAL INFORMATICS AND DECISION MAKING

IF3.8

2020-10-27

OAAI

Burdick, Hoyt; Pino, Eduardo; Gabel-Comeau, Denise; Gu, Carol; Roberts, Jonathan; Le, Sidney; Slote, Joseph; Saber, Nicholas; Pellegrini, Emily; Green-Saxena, Abigail; Hoffman, Jana; Das, Ritankar

A Racially Unbiased, Machine Learning Approach to Prediction of Mortality: Algorithm Development Study

JMIR PUBLIC HEALTH AND SURVEILLANCE

IF3.9

2020-10-22

OAAI

Allen, Angier; Mataraso, Samson; Siefkas, Anna; Burdick, Hoyt; Braden, Gregory; Dellinger, R. Phillip; McCoy, Andrea; Pellegrini, Emily; Hoffman, Jana; Green-Saxena, Abigail; Barnes, Gina; Calvert, Jacob; Das, Ritankar

Prediction of respiratory decompensation in Covid-19 patients using machine learning: The READY trial 使用机器学习预测新型冠状病毒肺炎患者的呼吸代偿失调: READY试验

COMPUTERS IN BIOLOGY AND MEDICINE

IF6.3

2020-09-01

OAAI

Effect of a sepsis prediction algorithm on patient mortality, length of stay and readmission: a prospective multicentre clinical outcomes evaluation of real-world patient data from US hospitals

BMJ HEALTH & CARE INFORMATICS

IF4.4

2020-04-30

OAAI

Burdick, Hoyt; Pino, Eduardo; Gabel-Comeau, Denise; McCoy, Andrea; Gu, Carol; Roberts, Jonathan; Le, Sidney; Slote, Joseph; Pellegrini, Emily; Green-Saxena, Abigail; Hoffman, Jana; Das, Ritankar

Machine-Learning-Based Laboratory Developed Test for the Diagnosis of Sepsis in High-Risk Patients 基于机器学习的实验室开发的用于高危患者脓毒症诊断的测试

DIAGNOSTICS

IF3.3

2019-02-13

OAAI

Calvert, Jacob; Saber, Nicholas; Hoffman, Jana; Das, Ritankar

Prediction of Sepsis in the Intensive Care Unit With Minimal Electronic Health Record Data: A Machine Learning Approach 使用最少的电子健康记录数据预测重症监护病房中的败血症: 机器学习方法

JMIR MEDICAL INFORMATICS

IF3.8

2016-09-30

323

OAAI

Desautels, Thomas; Calvert, Jacob; Hoffman, Jana; Jay, Melissa; Kerem, Yaniv; Shieh, Lisa; Shimabukuro, David; Chettipally, Uli; Feldman, Mitchell D.; Barton, Chris; Wales, David J.; Das, Ritankar

A computational approach to early sepsis detection 早期败血症检测的计算方法

COMPUTERS IN BIOLOGY AND MEDICINE

IF6.3

2016-07-01

171

OAAI

Calvert, Jacob S.; Price, Daniel A.; Chettipally, Uli K.; Barton, Christopher W.; Feldman, Mitchell D.; Hoffman, Jana L.; Jay, Melissa; Das, Ritankar

研究方向