Gina Barnes - Publications, H-index & Citations

Gina Barnes

Marshall University

17H指数

48论文数

888被引数

收录论文 14

发表时间

OpenMedLM: prompt engineering can out-perform fine-tuning in medical question-answering with open-source large language models OpenMedLM：在使用开源大型语言模型进行医学问答任务时，提示工程的表现可优于微调

SCIENTIFIC REPORTS

IF3.9

2024-06-19

OAAI

Maharjan, Jenish; Garikipati, Anurag; Singh, Navan Preet; Cyrus, Leo; Sharma, Mayank; Ciobanu, Madalina; Barnes, Gina; Thapa, Rahul; Mao, Qingqing; Das, Ritankar

Machine Learning Approach with Harmonized Multinational Datasets for Enhanced Prediction of Hypothyroidism in Patients with Type 2 Diabetes 基于协调多国数据集的机器学习方法可增强2型糖尿病患者甲状腺功能减退的预测

DIAGNOSTICS

IF3.3

2024-05-31

OAAI

Adelson, Robert P.; Garikipati, Anurag; Zhou, Yunfan; Ciobanu, Madalina; Tawara, Ken; Barnes, Gina; Singh, Navan Preet; Mao, Qingqing; Das, Ritankar

Family-Centric Applied Behavior Analysis Facilitates Improved Treatment Utilization and Outcomes

JOURNAL OF CLINICAL MEDICINE

IF2.9

2024-04-20

OAAI

Adelson, Robert P.; Ciobanu, Madalina; Garikipati, Anurag; Castell, Natalie J.; Singh, Navan Preet; Barnes, Gina; Rumph, Jodi Kim; Mao, Qingqing; Roane, Henry S.; Vaish, Anshu; Das, Ritankar

Machine Learning Approach for Improved Longitudinal Prediction of Progression from Mild Cognitive Impairment to Alzheimer's Disease 机器学习方法用于改善从轻度认知障碍到阿尔茨海默病进展的纵向预测

DIAGNOSTICS

IF3.3

2023-12-20

OAAI

Adelson, Robert P.; Garikipati, Anurag; Maharjan, Jenish; Ciobanu, Madalina; Barnes, Gina; Singh, Navan Preet; Dinenno, Frank A.; Mao, Qingqing; Das, Ritankar

Machine Learning Differentiation of Autism Spectrum Sub-Classifications

JOURNAL OF AUTISM AND DEVELOPMENTAL DISORDERS

IF2.8

2023-09-26

OAAI

Thapa, R.; Garikipati, A.; Ciobanu, M.; Singh, Np; Browning, E.; Decurzio, J.; Barnes, G.; Dinenno, F. A.; Mao, Q.; Das, R.

Assessing the effects of data drift on the performance of machine learning models used in clinical sepsis prediction

INTERNATIONAL JOURNAL OF MEDICAL INFORMATICS

IF4.1

2023-05-01

OAAI

Rahmani, Keyvan; Thapa, Rahul; Tsou, Peiling; Chetty, Satish Casie; Barnes, Gina; Lam, Carson; Tso, Chak Foon

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

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

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

研究方向