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Sonish Sivarajkumar
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2020 – today
- 2024
- [j4]Sonish Sivarajkumar, Thomas Yu Chow Tam, Haneef Ahamed Mohammad, Samuel Viggiano, David Oniani, Shyam Visweswaran, Yanshan Wang:
Extraction of sleep information from clinical notes of Alzheimer's disease patients using natural language processing. J. Am. Medical Informatics Assoc. 31(10): 2217-2227 (2024) - [j3]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): 313-352 (2024) - [j2]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 framework for human evaluation of large language models in healthcare derived from literature review. npj Digit. Medicine 7(1) (2024) - [c4]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. BioNLP@ACL 2024: 810-817 - [i10]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 abs/2405.02559 (2024) - [i9]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 abs/2405.05993 (2024) - [i8]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 abs/2405.13179 (2024) - [i7]Yuelyu Ji, Wenhe Ma, Sonish Sivarajkumar, Hang Zhang, Eugene Mathew Sadhu, Zhuochun Li, Xizhi Wu, Shyam Visweswaran, Yanshan Wang:
Mitigating the Risk of Health Inequity Exacerbated by Large Language Models. CoRR abs/2410.05180 (2024) - 2023
- [j1]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: 104544 (2023) - [c3]Sonish Sivarajkumar, Yanshan Wang:
Evaluation of Healthprompt for Zero-shot Clinical Text Classification. ICHI 2023: 492-494 - [i6]Sonish Sivarajkumar, Yufei Huang, Yanshan Wang:
Fair Patient Model: Mitigating Bias in the Patient Representation Learned from the Electronic Health Records. CoRR abs/2306.03179 (2023) - [i5]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 abs/2309.08008 (2023) - [i4]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 abs/2311.17969 (2023) - 2022
- [c2]Sonish Sivarajkumar, Yanshan Wang:
HealthPrompt: A zero-shot learning paradigm for Clinical Natural Language Processing. AMIA 2022 - [c1]Sonish Sivarajkumar, Yanshan Wang:
A Novel Zero-shot Learning Framework for Clinical Text Classification. AMIA 2022 - [i3]Sonish Sivarajkumar, Yanshan Wang:
HealthPrompt: A Zero-shot Learning Paradigm for Clinical Natural Language Processing. CoRR abs/2203.05061 (2022) - [i2]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 abs/2204.09601 (2022) - [i1]David Oniani, Sonish Sivarajkumar, Yanshan Wang:
Few-Shot Learning for Clinical Natural Language Processing Using Siamese Neural Networks. CoRR abs/2208.14923 (2022)
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