Sonish Sivarajkumar

According to our database, Sonish Sivarajkumar authored at least 15 papers between 2022 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Clinical Information Retrieval: A Literature Review.

Sonish Sivarajkumar, Haneef Ahamed Mohammad, David Oniani, Kirk Roberts, William R. Hersh, Hongfang Liu, Daqing He, Shyam Visweswaran, Yanshan Wang

J. Heal. Informatics Res., June, 2024

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

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

npj Digit. Medicine, 2024

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

Sonish Sivarajkumar, Thomas Yu Chow Tam, Haneef Ahamed Mohammad, Samuel Viggiano, David Oniani, Shyam Visweswaran, Yanshan Wang

J. Am. Medical Informatics Assoc., 2024

Mitigating the Risk of Health Inequity Exacerbated by Large Language Models.

Yuelyu Ji, Wenhe Ma, Sonish Sivarajkumar, Hang Zhang, Eugene Mathew Sadhu, Zhuochun Li, Xizhi Wu, Shyam Visweswaran, Yanshan Wang

CoRR, 2024

Precision Rehabilitation for Patients Post-Stroke based on Electronic Health Records and Machine Learning.

Fengyi Gao, Xingyu Zhang, Sonish Sivarajkumar, Parker E. Denny, Bayan M. Aldhahwani, Shyam Visweswaran, Ryan Shi, William Hogan, Allyn Bove, Yanshan Wang

CoRR, 2024

A Literature Review and Framework for Human Evaluation of Generative Large Language Models in Healthcare.

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

CoRR, 2024

RAG-RLRC-LaySum at BioLaySumm: Integrating Retrieval-Augmented Generation and Readability Control for Layman Summarization of Biomedical Texts.

Yuelyu Ji, Zhuochun Li, Rui Meng, Sonish Sivarajkumar, Yanshan Wang, Zeshui Yu, Hui Ji, Yushui Han, Hanyu Zeng, Daqing He

Proceedings of the 23rd Workshop on Biomedical Natural Language Processing, 2024

2023

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

Sonish Sivarajkumar, Yufei Huang, Yanshan Wang

J. Biomed. Informatics, December, 2023

Generation of a Compendium of Transcription Factor Cascades and Identification of Potential Therapeutic Targets using Graph Machine Learning.

Sonish Sivarajkumar, Pratyush Tandale, Ankit Bhardwaj, Kipp W. Johnson, Anoop Titus, Benjamin S. Glicksberg, Shameer Khader, Kamlesh K. Yadav, Lakshminarayanan Subramanian

CoRR, 2023

An Empirical Evaluation of Prompting Strategies for Large Language Models in Zero-Shot Clinical Natural Language Processing.

Sonish Sivarajkumar, Mark Kelley, Alyssa Samolyk-Mazzanti, Shyam Visweswaran, Yanshan Wang

CoRR, 2023

Evaluation of Healthprompt for Zero-shot Clinical Text Classification.

Sonish Sivarajkumar, Yanshan Wang

Proceedings of the 11th IEEE International Conference on Healthcare Informatics, 2023

2022

Few-Shot Learning for Clinical Natural Language Processing Using Siamese Neural Networks.

David Oniani, Sonish Sivarajkumar, Yanshan Wang

CoRR, 2022

Extraction of Sleep Information from Clinical Notes of Alzheimer's Disease Patients Using Natural Language Processing.

Haneef Ahamed Mohammad, Sonish Sivarajkumar, Samual Viggiano, David Oniani, Shyam Visweswaran, Yanshan Wang

CoRR, 2022

A Novel Zero-shot Learning Framework for Clinical Text Classification.

Sonish Sivarajkumar, Yanshan Wang

Proceedings of the AMIA 2022, 2022

HealthPrompt: A zero-shot learning paradigm for Clinical Natural Language Processing.

Sonish Sivarajkumar, Yanshan Wang

Proceedings of the AMIA 2022, 2022