Sonish Sivarajkumar

According to our database, Sonish Sivarajkumar authored at least 8 papers between 2022 and 2023.

Collaborative distances:

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

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