Aaron Boussina

Title(s)	POSTDOC-EMPLOYEE NEX, Medicine
School	Vc-health Sciences-schools
Address	9500 Gilman Drive # La Jolla CA 92093
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Bibliographic

Publications

Publications listed below are automatically derived from MEDLINE/PubMed and other sources, which might result in incorrect or missing publications. Researchers can login to make corrections and additions, or contact us for help. to make corrections and additions.

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Development, deployment, and continuous monitoring of a machine learning model to predict respiratory failure in critically ill patients. JAMIA Open. 2024 Dec; 7(4):ooae141. Lam JY, Lu X, Shashikumar SP, Lee YS, Miller M, Pour H, Boussina AE, Pearce AK, Malhotra A, Nemati S. PMID: 39664647; PMCID: PMC11633942.

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Large Language Models for More Efficient Reporting of Hospital Quality Measures. NEJM AI. 2024 Oct 24; 1(11). Boussina A, Krishnamoorthy R, Quintero K, Joshi S, Wardi G, Pour H, Hilbert N, Malhotra A, Hogarth M, Sitapati AM, VanDenBerg C, Singh K, Longhurst CA, Nemati S. PMID: 39703686; PMCID: PMC11658346.

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The impact of laboratory data missingness on sepsis diagnosis timeliness. JAMIA Open. 2024 Oct; 7(3):ooae085. Lam JY, Boussina A, Shashikumar SP, Owens RL, Nemati S, Josef CS. PMID: 39314673; PMCID: PMC11418648.

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Author Correction: Impact of a deep learning sepsis prediction model on quality of care and survival. NPJ Digit Med. 2024 Jun 12; 7(1):153. Boussina A, Shashikumar SP, Malhotra A, Owens RL, El-Kareh R, Longhurst CA, Quintero K, Donahue A, Chan TC, Nemati S, Wardi G. PMID: 38866915; PMCID: PMC11169238.

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Voice-Enabled Response Analysis Agent (VERAA): Leveraging Large Language Models to Map Voice Responses in SDoH Survey. AMIA Jt Summits Transl Sci Proc. 2024; 2024:258-265. Krishnamoorthy R, Nagarajan V, Pour H, Shashikumar SP, Boussina A, Farcas E, Nemati S, Josef CS. PMID: 38827075; PMCID: PMC11141834.

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Integrated Genomic and Social Network Analyses of SARS-CoV-2 Transmission in the Healthcare Setting. Clin Infect Dis. 2024 05 15; 78(5):1204-1213. Keehner J, Abeles SR, Longhurst CA, Horton LE, Myers FE, Riggs-Rodriguez L, Ahmad M, Baxter S, Boussina A, Cantrell K, Cardenas P, De Hoff P, El-Kareh R, Holland J, Ikeda D, Kurashige K, Laurent LC, SEARCH Alliance, Lucas A, Pride D, Sathe S, Tran AR, Vasylyeva TI, Yeo G, Knight R, Wertheim JO, Torriani FJ. PMID: 38227643; PMCID: PMC11093679.

View in: PubMed Mentions: Fields:
Com Communicable Diseases
Machine learning based DNA melt curve profiling enables automated novel genotype detection. BMC Bioinformatics. 2024 May 10; 25(1):185. Boussina A, Langouche L, Obirieze AC, Sinha M, Mack H, Leineweber W, Aralar A, Pride DT, Coleman TP, Fraley SI. PMID: 38730317; PMCID: PMC11088152.

View in: PubMed Mentions: Fields:
Com Computational Biology
Translation:Cells
Impact of a deep learning sepsis prediction model on quality of care and survival. NPJ Digit Med. 2024 Jan 23; 7(1):14. Boussina A, Shashikumar SP, Malhotra A, Owens RL, El-Kareh R, Longhurst CA, Quintero K, Donahue A, Chan TC, Nemati S, Wardi G. PMID: 38263386; PMCID: PMC10805720.

View in: PubMed Mentions: 8
Voice-Enabled Response Analysis Agent (VERAA): Leveraging Large Language Models to Map Voice Responses in SDoH Survey. medRxiv. 2023 Sep 26. Krishnamoorthy R, Nagarajan V, Pour H, Shashikumar SP, Boussina A, Farcas E, Nemati S, Josef CS. PMID: 37808815; PMCID: PMC10557796.

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Predicting Hospital Readmission among Patients with Sepsis Using Clinical and Wearable Data. Annu Int Conf IEEE Eng Med Biol Soc. 2023 07; 2023:1-4. Amrollahi F, Shashikumar SP, Boussina A, Yhdego H, Nayebnazar A, Yung N, Wardi G, Nemati S. PMID: 38083775; PMCID: PMC10805334.

View in: PubMed Mentions: 2 Fields:
Bio Biomedical Engineering
Translation:Humans
Development & Deployment of a Real-time Healthcare Predictive Analytics Platform. Annu Int Conf IEEE Eng Med Biol Soc. 2023 07; 2023:1-4. Boussina A, Shashikumar S, Amrollahi F, Pour H, Hogarth M, Nemati S. PMID: 38083765; PMCID: PMC10802837.

View in: PubMed Mentions: 3 Fields:
Bio Biomedical Engineering
Translation:Humans
Representation Learning and Spectral Clustering for the Development and External Validation of Dynamic Sepsis Phenotypes: Observational Cohort Study. J Med Internet Res. 2023 06 23; 25:e45614. Boussina A, Wardi G, Shashikumar SP, Malhotra A, Zheng K, Nemati S. PMID: 37351927; PMCID: PMC10337434.

View in: PubMed Mentions: 1 Fields:
Med Medical Informatics
Translation:Humans
Differentiation of Fungal, Viral, and Bacterial Sepsis using Multimodal Deep Learning. medRxiv. 2023 Apr 11. Boussina A, Ramesh K, Arora H, Ratadiya P, Nemati S. PMID: 37090631; PMCID: PMC10120799.

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Development & Deployment of a Real-time Healthcare Predictive Analytics Platform. medRxiv. 2023 Apr 11. Boussina A, Shashikumar S, Amrollahi F, Pour H, Hogarth M, Nemati S. PMID: 37090509; PMCID: PMC10120788.

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Prediction of Unplanned Hospital Readmission using Clinical and Longitudinal Wearable Sensor Features. medRxiv. 2023 Apr 11. Yhdego HH, Nayebnazar A, Amrollahi F, Boussina A, Shashikumar S, Wardi G, Nemati S. PMID: 37090626; PMCID: PMC10120790.

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Optimizing the Implementation of Clinical Predictive Models to Minimize National Costs: Sepsis Case Study. J Med Internet Res. 2023 02 13; 25:e43486. Rogers P, Boussina AE, Shashikumar SP, Wardi G, Longhurst CA, Nemati S. PMID: 36780203; PMCID: PMC9972209.

View in: PubMed Mentions: 2 Fields:
Med Medical Informatics
Translation:Humans
Inhibition of microbial sulfate reduction in a flow-through column system by (per)chlorate treatment. Front Microbiol. 2014; 5:315. Engelbrektson A, Hubbard CG, Tom LM, Boussina A, Jin YT, Wong H, Piceno YM, Carlson HK, Conrad ME, Anderson G, Coates JD. PMID: 25071731; PMCID: PMC4092371.

View in: PubMed Mentions: 24