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Shamim Nemati

university of california, san diego

39H指数
236论文数
6.4K被引数
收录论文 44
发表时间
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Limited benchmarks constrain the conclusions of a general-purpose versus clinical AI comparison有限的基准限制了通用与临床AI比较的结论
errNature Medicine
IF50
err2026-09-03
err0
PREAI
errBrett Beaulieu-Jones; Shamim Nemati
err分享
err收藏
DETERIO-LLM: enhancing traditional deterioration risk scores with clinical context and advanced reasoningDETERIO-LLM：通过临床背景和高级推理增强传统恶化风险评分
errJAMIA Open
IF3.4
err2026-07-16
err0
errOAAI
errGhodsieh Ghanbari, PhD; Joseph C Ahn, MD; Eileen Kim, MD; Ruth Laverde, MD; Zach Pope, MD, MPH; Shamim Nemati, PhD
err分享
err收藏
Operationalizing Sepsis Definitions With Artificial Intelligence: Toward Smarter Antibiotic Use利用人工智能实现脓毒症定义的操作化：迈向更智能的抗生素使用
errCLINICAL INFECTIOUS DISEASES
IF7.3
err2025-11-01
err1
PREAI
errFord, James S.; Gross, Ben J.; Nemati, Shamim; Malhotra, Atul; Wardi, Gabriel
err分享
err收藏
errAnnals of Emergency Medicine
IF5
err2025-10-17
err0
PREAI
errJames S. Ford; Joseph Morrison; Joshua P. Le; Atul Malhotra; Shamim Nemati; Gabriel Wardi
err分享
err收藏
Nephrocast-V: A Deep Learning Model for the Prediction of Vancomycin Trough Concentration Using Electronic Health Record DataNephrocast-V：一种基于电子健康记录数据的万古霉素谷浓度预测深度学习模型
errPHARMACOTHERAPY
IF3.4
err2025-09-01
err0
PREAI
errGhanbari, Ghodsieh; Stevens, Craig; Aronoff-Spencer, Eliah; Malhotra, Atul; Nemati, Shamim; Yousif, Zaid
err分享
err收藏
Development and prospective implementation of a large language model based system for early sepsis prediction基于大型语言模型系统的早期脓毒症预测的开发与前瞻性实施
errNPJ DIGITAL MEDICINE
IF15.1
err2025-05-17
err0
errOAAI
errShashikumar, Supreeth P.; Mohammadi, Sina; Krishnamoorthy, Rishivardhan; Patel, Avi; Wardi, Gabriel; Ahn, Joseph C.; Singh, Karandeep; Aronoff-Spencer, Eliah; Nemati, Shamim
err分享
err收藏
A Snapshot of National Institutes of Health Funding for Sepsis Research: 2019-2023国家卫生研究院脓毒症研究资助概览：2019-2023
errAnnals of Emergency Medicine
IF5
err2025-04-16
err0
errOAAI
errJoseph Morrison; Joshua Pei Le; Atul Malhotra; Shamim Nemati; Gabriel Wardi; James S. Ford
err分享
err收藏
The combination of physiology and machine learning for prediction of CPAP pressure and residual AHI in OSA生理学与机器学习相结合，用于预测OSA患者的CPAP压力和残余AHI。
errJOURNAL OF CLINICAL SLEEP MEDICINE
IF2.9
err2025-01-02
err1
PREAI
errLo, Jui-En; Schmickl, Christopher N.; Vaida, Florin; Nemati, Shamim; Singh, Karandeep; Sands, Scott A.; Owens, Robert L.; Malhotra, Atul; Orr, Jeremy E.
err分享
err收藏
Quitting smoking after diagnosis of head and neck cancer is associated with reduced risk of mortality: A multicentric prospective cohort study头颈癌诊断后戒烟与死亡风险降低相关：一项多中心前瞻性队列研究
errANNALS OF ONCOLOGY
IF65.4
err2024-09-01
err0
PREAI
errSheikh, M.; Nemati, S.; Dudding, T.; Vilensky, M.; Figari, M.; Arantes, L. M. R. B.; Rodriguez, P.; Curado, M. P.; Kowalski, L. P.; de Oliveira, J. C.; Waterboer, T.; Ribeiro Pinto, L. F.; Dias, F. L.; Soares Lima, S. C.; Cuello, M.; Zeidler, S.; Pring, M.; Peters, A. C. de Carvalho; Perdomo, S. P.; Virani, S.
err分享
err收藏
Impact of a deep learning sepsis prediction model on quality of care and survival (vol 7, 14 , 2024)
errNPJ DIGITAL MEDICINE
IF15.1
err2024-06-12
err0
errOAAI
errBoussina, Aaron; Shashikumar, Supreeth P.; Malhotra, Atul; Owens, Robert L.; El-Kareh, Robert; Longhurst, Christopher A.; Quintero, Kimberly; Donahue, Allison; Chan, Theodore C.; Nemati, Shamim; Wardi, Gabriel
err分享
err收藏
Impact of a deep learning sepsis prediction model on quality of care and survival
errNPJ DIGITAL MEDICINE
IF15.1
err2024-01-23
err16
errOAAI
errBoussina, Aaron; Shashikumar, Supreeth P.; Malhotra, Atul; Owens, Robert L.; El-Kareh, Robert; Longhurst, Christopher A.; Quintero, Kimberly; Donahue, Allison; Chan, Theodore C.; Nemati, Shamim; Wardi, Gabriel
err分享
err收藏
Improving long COVID-related text classification: a novel end-to-end domain-adaptive paraphrasing framework
errSCIENTIFIC REPORTS
IF3.9
err2024-01-02
err0
errOAAI
errSomayajula, Sai Ashish; Litake, Onkar; Liang, Youwei; Hosseini, Ramtin; Nemati, Shamim; Wilson, David O.; Weinreb, Robert N.; Malhotra, Atul; Xie, Pengtao
err分享
err收藏
Making the Improbable Possible: Generalizing Models Designed for a Syndrome-Based, Heterogeneous Patient Landscape
errCRITICAL CARE CLINICS
IF2.4
err2023-10-01
err2
errOAAI
errLe, Joshua Pei; Shashikumar, Supreeth Prajwal; Malhotra, Atul; Nemati, Shamim; Wardi, Gabriel
err分享
err收藏
Representation Learning and Spectral Clustering for the Development and External Validation of Dynamic Sepsis Phenotypes: Observational Cohort Study
errJOURNAL OF MEDICAL INTERNET RESEARCH
IF6
err2023-06-23
err2
errOAAI
errBoussina, Aaron; Wardi, Gabriel; Shashikumar, Supreeth Prajwal; Malhotra, Atul; Zheng, Kai; Nemati, Shamim
err分享
err收藏
Bringing the Promise of Artificial Intelligence to Critical Care: What the Experience With Sepsis Analytics Can Teach Us
errCRITICAL CARE MEDICINE
IF6
err2023-04-26
err12
errOAAI
errWardi, Gabriel; Owens, Robert; Josef, Christopher; Malhotra, Atul; Longhurst, Christopher; Nemati, Shamim
err分享
err收藏
Intravenous immunoglobulin resistance in Kawasaki disease patients: prediction using clinical data
errPEDIATRIC RESEARCH
IF3.1
err2023-02-16
err10
errOAAI
errLam, Jonathan Y. Y.; Song, Min-Seob; Kim, Gi-Beom; Shimizu, Chisato; Bainto, Emelia; Tremoulet, Adriana H. H.; Nemati, Shamim; Burns, Jane C. C.
err分享
err收藏
Optimizing the Implementation of Clinical Predictive Models to Minimize National Costs: Sepsis Case Study
errJOURNAL OF MEDICAL INTERNET RESEARCH
IF6
err2023-02-13
err3
errOAAI
errRogers, Parker; Boussina, Aaron E.; Shashikumar, Supreeth P.; Wardi, Gabriel; Longhurst, Christopher A.; Nemati, Shamim
err分享
err收藏
A deep convolutional neural network for Kawasaki disease diagnosis
errSCIENTIFIC REPORTS
IF3.9
err2022-07-06
err8
errOAAI
errXu, Ellen; Nemati, Shamim; Tremoulet, Adriana H.
err分享
err收藏
Leveraging clinical data across healthcare institutions for continual learning of predictive risk models
errSCIENTIFIC REPORTS
IF3.9
err2022-05-19
err15
errOAAI
errAmrollahi, Fatemeh; Shashikumar, Supreeth P.; Holder, Andre L.; Nemati, Shamim
err分享
err收藏
Reinforcement Learning in Healthcare: A Survey医疗保健中的强化学习: 一项调查
errACM COMPUTING SURVEYS
IF28
err2021-11-23
err195
errOAAI
errYu, Chao; Liu, Jiming; Nemati, Shamim; Yin, Guosheng
err分享
err收藏

研究方向

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合作学者
合作期刊
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Robert N. Weinreb
H 指数: 127 · 论文数: 1.6K
A
Atul Malhotra
H 指数: 114 · 论文数: 1.1K
D
David P. White
H 指数: 110 · 论文数: 616
H
Helen S. Mayberg
H 指数: 102 · 论文数: 532
G
Greg S. Martin
H 指数: 98 · 论文数: 778
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