Jacob Calvert - Publications, H-index & Citations

Jacob Calvert

University of California System

26H指数

103论文数

3.2K被引数

收录论文 26

发表时间

A local-global principle for nonequilibrium steady states

PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

IF9.1

2024-10-11

OAAI

Calvert, Jacob; Randall, Dana

Using Falling Weight Deflectometer (FWD) and Ground Penetrating Radar (GPR) to monitor the effects of seasonal moisture variation on the structural capacity of pavements

CONSTRUCTION AND BUILDING MATERIALS

IF8

2022-10-01

PREAI

Calhoon, Thomas; Zegeye, Eyoab; Velasquez, Raul; Calvert, Jacob

Massive external validation of a machine learning algorithm to predict pulmonary embolism in hospitalized patients 大规模外部验证机器学习算法预测住院患者肺栓塞

THROMBOSIS RESEARCH

IF3.4

2022-08-01

OAAI

Shen, Jieru; Chetty, Satish Casie; Shokouhi, Sepideh; Maharjan, Jenish; Chuba, Yevheniy; Calvert, Jacob; Mao, Qingqing

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

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

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

Evaluation of a machine learning algorithm for up to 48-hour advance prediction of sepsis using six vital signs

COMPUTERS IN BIOLOGY AND MEDICINE

IF6.3

2019-06-01

OAAI

Barton, Christopher; Chettipally, Uli; Zhou, Yifan; Jiang, Zirui; Lynn-Palevsky, Anna; Le, Sidney; Calvert, Jacob; 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

Unifying Particle-Based and Continuum Models of Hillslope Evolution With a Probabilistic Scaling Technique

JOURNAL OF GEOPHYSICAL RESEARCH-EARTH SURFACE

IF3.8

2018-12-03

OAAI

Calvert, J.; Balazs, M.; Michaelides, K.

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 mortality prediction of alcohol use disorder inpatients 酒精使用障碍住院患者死亡率预测的计算方法

COMPUTERS IN BIOLOGY AND MEDICINE

IF6.3

2016-08-01

OAAI

Calvert, Jacob; Mao, Qingqing; Rogers, Angela J.; Barton, Christopher; Jay, Melissa; Desautels, Thomas; Mohamadlou, Hamid; Jan, Jasmine; Das, Ritankar

研究方向