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Sonish Sivarajkumar
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Sepsis in the era of data-driven medicine: personalizing risks, diagnoses, treatments and prognoses
AC Liu, K Patel, RD Vunikili, KW Johnson, F Abdu, SK Belman, ...
Briefings in Bioinformatics 21 (4), 1182-1195, 2020
412020
HealthPrompt: A Zero-shot Learning Paradigm for Clinical Natural Language Processing
S Sivarajkumar, Y Wang
AMIA Annual Symposium, 2022
362022
Breakthroughs and applications of organ-on-a-chip technology
MC Koyilot, P Natarajan, CR Hunt, S Sivarajkumar, R Roy, S Joglekar, ...
Cells 11 (11), 1828, 2022
342022
An empirical evaluation of prompting strategies for large language models in zero-shot clinical natural language processing
S Sivarajkumar, M Kelley, A Samolyk-Mazzanti, S Visweswaran, Y Wang
arXiv preprint arXiv:2309.08008, 2023
112023
Few-Shot Learning for Clinical Natural Language Processing Using Siamese Neural Networks: Algorithm Development and Validation Study
D Oniani, P Chandrasekar, S Sivarajkumar, Y Wang
JMIR AI 2, e44293, 2023
9*2023
Relu— The most popular activation function for deep neural networks
S Sivarajkumar
arXiv preprint, 2019
82019
Clinical Information Retrieval: A Literature Review
S Sivarajkumar, HA Mohammad, D Oniani, K Roberts, W Hersh, H Liu, ...
Journal of Healthcare Informatics Research, 1-40, 2024
22024
Classification and regression trees
S Sivarajkumar
Medium. com. https://medium. com/@ sonish. sivarajkumar/classification-and …, 0
2
Fair patient model: Mitigating bias in the patient representation learned from the electronic health records
S Sivarajkumar, Y Huang, Y Wang
Journal of Biomedical Informatics 148, 2023
12023
Extraction of Sleep Information from Clinical Notes of Alzheimer's Disease Patients Using Natural Language Processing
HA Mohammad, S Sivarajkumar, S Viggiano, D Oniani, S Visweswaran, ...
arXiv preprint arXiv:2204.09601, 2022
12022
Generation of a Compendium of Transcription Factor Cascades and Identification of Potential Therapeutic Targets using Graph Machine Learning
S Sivarajkumar, P Tandale, A Bhardwaj, KW Johnson, A Titus, ...
arXiv preprint arXiv:2311.17969, 2023
2023
Mining Clinical Notes for Physical Rehabilitation Exercise Information: Natural Language Processing Algorithm Development and Validation Study
S Sivarajkumar, F Gao, PE Denny, BM Aldhahwani, A Bove, ...
arXiv preprint arXiv:2303.13466, 2023
2023
Evaluation of Healthprompt for Zero-shot Clinical Text Classification
S Sivarajkumar, Y Wang
IEEE International Conference on Healthcare Informatics (ICHI), 2023
2023
A Counterfactual-based Explanation Framework for Large Language Models in Clinical Natural Language Processing
S Sivarajkumar, Y Wang
2023
Extraction of Sleep Information from Clinical Notes of Patients with Alzheimer's Disease Using Natural Language Processing
S Sivarajkumar, TY CHow Tam, H Ahamed Mohammad, S Viggiano, ...
arXiv e-prints, arXiv: 2204.09601, 2022
2022
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