Sonish Sivarajkumar

21 papers Misc 2Journal 17Unranked 2
YearRankTypeTitle / Venue / Authors
2025 J jnl
Automating Adjudication of Cardiovascular Events Using Large Language Models.
CoRR
Sonish Sivarajkumar, Kimia Ameri, Chuqin Li, Yanshan Wang, Min Jiang
2025 J jnl
Generative Foundation Model for Structured and Unstructured Electronic Health Records.
CoRR
Sonish Sivarajkumar, Hang Zhang, Yuelyu Ji, Maneesh Bilalpur, Xizhi Wu, Chenyu Li, Min Gu Kwak, Shyam Visweswaran, Yanshan Wang
2025 J jnl
Mitigating the risk of health inequity exacerbated by large language models.
npj Digit. Medicine
Yuelyu Ji, Wenhe Ma, Sonish Sivarajkumar, Hang Zhang, Eugene Mathew Sadhu, Zhuochun Li, Xizhi Wu, Shyam Visweswaran, Yanshan Wang
2024 J jnl
A Literature Review and Framework for Human Evaluation of Generative Large Language Models in Healthcare.
CoRR
Thomas Yu Chow Tam, Sonish Sivarajkumar, Sumit Kapoor, Alisa V. Stolyar, Katelyn Polanska, Karleigh R. McCarthy, Hunter Osterhoudt, Xizhi Wu, Shyam Visweswaran, Sunyang Fu, Piyush Mathur, Giovanni E. Cacciamani, Cong Sun, Yifan Peng, Yanshan Wang
2024 J jnl
A framework for human evaluation of large language models in healthcare derived from literature review.
npj Digit. Medicine
Thomas Yu Chow Tam, Sonish Sivarajkumar, Sumit Kapoor, Alisa V. Stolyar, Katelyn Polanska, Karleigh R. McCarthy, Hunter Osterhoudt, Xizhi Wu, Shyam Visweswaran, Sunyang Fu, Piyush Mathur, Giovanni E. Cacciamani, Cong Sun, Yifan Peng, Yanshan Wang
2024 J jnl
Clinical Information Retrieval: A Literature Review.
J. Heal. Informatics Res.
Sonish Sivarajkumar, Haneef Ahamed Mohammad, David Oniani, Kirk Roberts, William R. Hersh, Hongfang Liu, Daqing He, Shyam Visweswaran, Yanshan Wang
2024 J jnl
Extraction of sleep information from clinical notes of Alzheimer's disease patients using natural language processing.
J. Am. Medical Informatics Assoc.
Sonish Sivarajkumar, Thomas Yu Chow Tam, Haneef Ahamed Mohammad, Samuel Viggiano, David Oniani, Shyam Visweswaran, Yanshan Wang
2024 J jnl
Mitigating the Risk of Health Inequity Exacerbated by Large Language Models.
CoRR
Yuelyu Ji, Wenhe Ma, Sonish Sivarajkumar, Hang Zhang, Eugene Mathew Sadhu, Zhuochun Li, Xizhi Wu, Shyam Visweswaran, Yanshan Wang
2024 J jnl
Precision Rehabilitation for Patients Post-Stroke based on Electronic Health Records and Machine Learning.
CoRR
Fengyi Gao, Xingyu Zhang, Sonish Sivarajkumar, Parker E. Denny, Bayan M. Aldhahwani, Shyam Visweswaran, Ryan Shi, William Hogan, Allyn Bove, Yanshan Wang
2024 — conf
RAG-RLRC-LaySum at BioLaySumm: Integrating Retrieval-Augmented Generation and Readability Control for Layman Summarization of Biomedical Texts.
BioNLP@ACL
Yuelyu Ji, Zhuochun Li, Rui Meng, Sonish Sivarajkumar, Yanshan Wang, Zeshui Yu, Hui Ji, Yushui Han, Hanyu Zeng, Daqing He
2024 J jnl
RAG-RLRC-LaySum at BioLaySumm: Integrating Retrieval-Augmented Generation and Readability Control for Layman Summarization of Biomedical Texts.
CoRR
Yuelyu Ji, Zhuochun Li, Rui Meng, Sonish Sivarajkumar, Yanshan Wang, Zeshui Yu, Hui Ji, Yushui Han, Hanyu Zeng, Daqing He
2023 J jnl
An Empirical Evaluation of Prompting Strategies for Large Language Models in Zero-Shot Clinical Natural Language Processing.
CoRR
Sonish Sivarajkumar, Mark Kelley, Alyssa Samolyk-Mazzanti, Shyam Visweswaran, Yanshan Wang
2023 — conf
Evaluation of Healthprompt for Zero-shot Clinical Text Classification.
ICHI
Sonish Sivarajkumar, Yanshan Wang
2023 J jnl
Fair Patient Model: Mitigating Bias in the Patient Representation Learned from the Electronic Health Records.
CoRR
Sonish Sivarajkumar, Yufei Huang, Yanshan Wang
2023 J jnl
Fair patient model: Mitigating bias in the patient representation learned from the electronic health records.
J. Biomed. Informatics
Sonish Sivarajkumar, Yufei Huang, Yanshan Wang
2023 J jnl
Generation of a Compendium of Transcription Factor Cascades and Identification of Potential Therapeutic Targets using Graph Machine Learning.
CoRR
Sonish Sivarajkumar, Pratyush Tandale, Ankit Bhardwaj, Kipp W. Johnson, Anoop Titus, Benjamin S. Glicksberg, Shameer Khader, Kamlesh K. Yadav, Lakshminarayanan Subramanian
2022 Misc conf
A Novel Zero-shot Learning Framework for Clinical Text Classification.
AMIA
Sonish Sivarajkumar, Yanshan Wang
2022 J jnl
Extraction of Sleep Information from Clinical Notes of Alzheimer's Disease Patients Using Natural Language Processing.
CoRR
Haneef Ahamed Mohammad, Sonish Sivarajkumar, Samual Viggiano, David Oniani, Shyam Visweswaran, Yanshan Wang
2022 J jnl
Few-Shot Learning for Clinical Natural Language Processing Using Siamese Neural Networks.
CoRR
David Oniani, Sonish Sivarajkumar, Yanshan Wang
2022 J jnl
HealthPrompt: A Zero-shot Learning Paradigm for Clinical Natural Language Processing.
CoRR
Sonish Sivarajkumar, Yanshan Wang
2022 Misc conf
HealthPrompt: A zero-shot learning paradigm for Clinical Natural Language Processing.
AMIA
Sonish Sivarajkumar, Yanshan Wang