Sonish Sivarajkumar

Publication Activity (10 Years)

Years Active: 2022-2024
Publications (10 Years): 14

Top Topics

Information Extraction

Natural Language Processing

Top Venues

J. Heal. Informatics Res.

Publications

Yuelyu Ji, Zhuochun Li, Rui Meng, Sonish Sivarajkumar, Yanshan Wang, Zeshui Yu, Hui Ji, Yushui Han, Hanyu Zeng, Daqing He
RAG-RLRC-LaySum at BioLaySumm: Integrating Retrieval-Augmented Generation and Readability Control for Layman Summarization of Biomedical Texts. CoRR (2024)
Fengyi Gao, Xingyu Zhang, Sonish Sivarajkumar, Parker E. Denny, Bayan M. Aldhahwani, Shyam Visweswaran, Ryan Shi, William Hogan, Allyn Bove, Yanshan Wang
Precision Rehabilitation for Patients Post-Stroke based on Electronic Health Records and Machine Learning. CoRR (2024)
Sonish Sivarajkumar, Haneef Ahamed Mohammad, David Oniani, Kirk Roberts, William R. Hersh, Hongfang Liu, Daqing He, Shyam Visweswaran, Yanshan Wang
Clinical Information Retrieval: A Literature Review. J. Heal. Informatics Res. 8 (2) (2024)
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
A Literature Review and Framework for Human Evaluation of Generative Large Language Models in Healthcare. CoRR (2024)
Sonish Sivarajkumar, Yufei Huang, Yanshan Wang
Fair Patient Model: Mitigating Bias in the Patient Representation Learned from the Electronic Health Records. CoRR (2023)
Sonish Sivarajkumar, Yanshan Wang
Evaluation of Healthprompt for Zero-shot Clinical Text Classification. ICHI (2023)
Sonish Sivarajkumar, Yufei Huang, Yanshan Wang
Fair patient model: Mitigating bias in the patient representation learned from the electronic health records. J. Biomed. Informatics 148 (2023)
Sonish Sivarajkumar, Pratyush Tandale, Ankit Bhardwaj, Kipp W. Johnson, Anoop Titus, Benjamin S. Glicksberg, Shameer Khader, Kamlesh K. Yadav, Lakshminarayanan Subramanian
Generation of a Compendium of Transcription Factor Cascades and Identification of Potential Therapeutic Targets using Graph Machine Learning. CoRR (2023)
Sonish Sivarajkumar, Mark Kelley, Alyssa Samolyk-Mazzanti, Shyam Visweswaran, Yanshan Wang
An Empirical Evaluation of Prompting Strategies for Large Language Models in Zero-Shot Clinical Natural Language Processing. CoRR (2023)
David Oniani, Sonish Sivarajkumar, Yanshan Wang
Few-Shot Learning for Clinical Natural Language Processing Using Siamese Neural Networks. CoRR (2022)
Haneef Ahamed Mohammad, Sonish Sivarajkumar, Samual Viggiano, David Oniani, Shyam Visweswaran, Yanshan Wang
Extraction of Sleep Information from Clinical Notes of Alzheimer's Disease Patients Using Natural Language Processing. CoRR (2022)
Sonish Sivarajkumar, Yanshan Wang
A Novel Zero-shot Learning Framework for Clinical Text Classification. AMIA (2022)
Sonish Sivarajkumar, Yanshan Wang
HealthPrompt: A Zero-shot Learning Paradigm for Clinical Natural Language Processing. CoRR (2022)
Sonish Sivarajkumar, Yanshan Wang
HealthPrompt: A zero-shot learning paradigm for Clinical Natural Language Processing. AMIA (2022)