Shamim Nemati
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Explore the profile of Shamim Nemati including associated specialties, affiliations and a list of published articles.
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99
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1513
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Recent Articles
1.
Qiu Y, Mohanty A, Owens R, Nemati S
Annu Int Conf IEEE Eng Med Biol Soc
. 2025 Mar;
2024:1-4.
PMID: 40039965
To enhance sleep quality in hospitalized patients, we developed a conversational agent that streamlines the collection and analysis of sleep data. The system employs the Richards-Campbell Sleep Questionnaire, supplemented by...
2.
Mohanty A, Shashikumar S, Lam J, Nemati S
Annu Int Conf IEEE Eng Med Biol Soc
. 2025 Mar;
2024:1-4.
PMID: 40039259
In the intensive care unit, the capability to predict the need for mechanical ventilation (MV) facilitates more timely interventions to improve patient outcomes. Recent works have demonstrated good performance in...
3.
Ford J, Morrison J, Kyaw M, Hewlett M, Tahir P, Jain S, et al.
Ann Intern Med
. 2025 Feb;
PMID: 39961104
Background: The Centers for Medicare & Medicaid Services (CMS) Severe Sepsis and Septic Shock Management Bundle (SEP-1) is now included in the Hospital Value-Based Purchasing (VBP) Program. Purpose: To assess...
4.
Lo J, Schmickl C, Vaida F, Nemati S, Singh K, Sands S, et al.
J Clin Sleep Med
. 2025 Jan;
PMID: 39745438
Continuous positive airway pressure (CPAP) is the treatment of choice for obstructive sleep apnea (OSA); however some people have residual respiratory events or require significantly higher CPAP pressure while on...
5.
Mandeville R, Sedghamiz H, Mansfield P, Sheean G, Studer C, Cordice D, et al.
BMC Neurosci
. 2024 Dec;
25(1):80.
PMID: 39741274
Obstructive sleep apnea (OSA) is widespread, under-recognized, and under-treated, impacting the health and quality of life for millions. The current gold standard for sleep apnea testing is based on the...
6.
Boussina A, Krishnamoorthy R, Quintero K, Joshi S, Wardi G, Pour H, et al.
NEJM AI
. 2024 Dec;
1(11).
PMID: 39703686
Hospital quality measures are a vital component of a learning health system, yet they can be costly to report, statistically underpowered, and inconsistent due to poor interrater reliability. Large language...
7.
Shashikumar S, Nemati S
Pac Symp Biocomput
. 2024 Dec;
30:109-120.
PMID: 39670365
We present a comparative study on the performance of two popular open-source large language models for early prediction of sepsis: Llama-3 8B and Mixtral 8x7B. The primary goal was to...
8.
Lam J, Lu X, Shashikumar S, Lee Y, Miller M, Pour H, et al.
JAMIA Open
. 2024 Dec;
7(4):ooae141.
PMID: 39664647
Objectives: This study describes the development and deployment of a machine learning (ML) model called Vent.io to predict mechanical ventilation (MV). Materials And Methods: We trained Vent.io using electronic health...
9.
Ghanbari G, Lam J, Shashikumar S, Awdishu L, Singh K, Malhotra A, et al.
JAMIA Open
. 2024 Sep;
7(3):ooae097.
PMID: 39318762
Objectives: Serum creatinine (SCr) is the primary biomarker for assessing kidney function; however, it may lag behind true kidney function, especially in instances of acute kidney injury (AKI). The objective...
10.
Lam J, Boussina A, Shashikumar S, Owens R, Nemati S, Josef C
JAMIA Open
. 2024 Sep;
7(3):ooae085.
PMID: 39314673
Objective: To investigate the impact of missing laboratory measurements on sepsis diagnostic delays. Materials And Methods: In adult patients admitted to 2 University of California San Diego (UCSD) hospitals from...