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SciProfiles: 2257833

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Employment (5)

Eli Lilly: Indianapolis, IN, US

2024-05-08 to present | NLP Research Intern (Advanced Analytics and Data Science)
Employment
Source: Self-asserted source
Sonish Sivarajkumar

University of Pittsburgh: Pittsburgh, PA, US

2021-08-01 to present | Graduate Research Assistant (Intelligent Systems)
Employment
Source: Self-asserted source
Sonish Sivarajkumar

Merck: Philadelphia, PA, US

2023-05-01 to 2023-08-25 | Data Science Intern (Global Medical and Scientific Affairs)
Employment
Source: Self-asserted source
Sonish Sivarajkumar

Genentech Inc: South San Francisco, CA, US

2022-05-01 to 2022-08-31 | AI Research Intern (gRED ECDi)
Employment
Source: Self-asserted source
Sonish Sivarajkumar

IQVIA Inc: Bangalore, IN

2020-04 to 2021-08 | Sr. Data Scientist
Employment
Source: Self-asserted source
Sonish Sivarajkumar

Education and qualifications (1)

University of Pittsburgh: Pittsburgh, PA, US

2021 to present | PhD (Intelligent Systems Program)
Education
Source: Self-asserted source
Sonish Sivarajkumar

Works (10)

Extraction of sleep information from clinical notes of Alzheimer’s disease patients using natural language processing

Journal of the American Medical Informatics Association
2024-10-01 | Journal article
DOI: 10.1093/jamia/ocae177
Contributors: Sonish Sivarajkumar; Thomas Yu Chow Tam; Haneef Ahamed Mohammad; Samuel Viggiano; David Oniani; Shyam Visweswaran; Yanshan Wang
Source: check_circle
Crossref

A framework for human evaluation of large language models in healthcare derived from literature review

npj Digital Medicine
2024-09-28 | Journal article
DOI: 10.1038/s41746-024-01258-7
Contributors: Thomas Yu Chow Tam; Sonish Sivarajkumar; Sumit Kapoor; Alisa V. Stolyar; Katelyn Polanska; Karleigh R. McCarthy; Hunter Osterhoudt; Xizhi Wu; Shyam Visweswaran; Sunyang Fu et al.
Source: check_circle
Crossref

An Empirical Evaluation of Prompting Strategies for Large Language Models in Zero-Shot Clinical Natural Language Processing: Algorithm Development and Validation Study

JMIR Medical Informatics
2024-04-08 | Journal article
DOI: 10.2196/55318
Contributors: Sonish Sivarajkumar; Mark Kelley; Alyssa Samolyk-Mazzanti; Shyam Visweswaran; Yanshan Wang
Source: check_circle
Crossref

Mining Clinical Notes for Physical Rehabilitation Exercise Information: Natural Language Processing Algorithm Development and Validation Study

JMIR Medical Informatics
2024-04-03 | Journal article
DOI: 10.2196/52289
Contributors: Sonish Sivarajkumar; Fengyi Gao; Parker Denny; Bayan Aldhahwani; Shyam Visweswaran; Allyn Bove; Yanshan Wang
Source: check_circle
Crossref

Fair patient model: Mitigating bias in the patient representation learned from the electronic health records

Journal of Biomedical Informatics
2023-12 | Journal article
DOI: 10.1016/j.jbi.2023.104544
Contributors: Sonish Sivarajkumar; Yufei Huang; Yanshan Wang
Source: check_circle
Crossref

An Empirical Evaluation of Prompting Strategies for Large Language Models in Zero-Shot Clinical Natural Language Processing: Algorithm Development and Validation Study (Preprint)

2023-12-08 | Preprint
DOI: 10.2196/preprints.55318
Contributors: Sonish Sivarajkumar; Mark Kelley; Alyssa Samolyk-Mazzanti; Shyam Visweswaran; Yanshan Wang
Source: check_circle
Crossref

Mining Clinical Notes for Physical Rehabilitation Exercise Information: Natural Language Processing Algorithm Development and Validation Study (Preprint)

2023-08-29 | Preprint
DOI: 10.2196/preprints.52289
Contributors: Sonish Sivarajkumar; Fengyi Gao; Parker Denny; Bayan Aldhahwani; Shyam Visweswaran; Allyn Bove; Yanshan Wang
Source: check_circle
Crossref

Few-Shot Learning for Clinical Natural Language Processing Using Siamese Neural Networks: Algorithm Development and Validation Study

JMIR AI
2023-05-04 | Journal article
DOI: 10.2196/44293
Contributors: David Oniani; Premkumar Chandrasekar; Sonish Sivarajkumar; Yanshan Wang
Source: check_circle
Crossref

Few-Shot Learning for Clinical Natural Language Processing Using Siamese Neural Networks: Algorithm Development and Validation Study (Preprint)

2022-11-14 | Preprint
DOI: 10.2196/preprints.44293
Contributors: David Oniani; Premkumar Chandrasekar; Sonish Sivarajkumar; Yanshan Wang
Source: check_circle
Crossref

HealthPrompt: A Zero-shot Learning Paradigm for Clinical Natural Language Processing.

AMIA ... Annual Symposium proceedings. AMIA Symposium
2022-01-01 | Conference paper
PMID: 37128372
PMC: PMC10148337
Contributors: Sivarajkumar S; Wang Y
Source: Self-asserted source
Sonish Sivarajkumar

Peer review (9 reviews for 4 publications/grants)

Review activity for JMIR medical informatics. (1)
Review activity for JMIR. (5)
Review activity for Journal of biomedical informatics. (2)
Review activity for PloS one. (1)
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