Прати
Sonish Sivarajkumar
Sonish Sivarajkumar
Верификована је имејл адреса на pitt.edu - Почетна страница
Наслов
Навело
Навело
Година
An empirical evaluation of prompting strategies for large language models in zero-shot clinical natural language processing: algorithm development and validation study
S Sivarajkumar, M Kelley, A Samolyk-Mazzanti, S Visweswaran, Y Wang
JMIR Medical Informatics 12, e55318, 2024
702024
HealthPrompt: A Zero-shot Learning Paradigm for Clinical Natural Language Processing
S Sivarajkumar, Y Wang
AMIA Annual Symposium, 2022
682022
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
652022
Clinical information retrieval: a literature review
S Sivarajkumar, HA Mohammad, D Oniani, K Roberts, W Hersh, H Liu, ...
Journal of healthcare informatics research 8 (2), 313-352, 2024
172024
A framework for human evaluation of large language models in healthcare derived from literature review
TYC Tam, S Sivarajkumar, S Kapoor, AV Stolyar, K Polanska, ...
NPJ digital medicine 7 (1), 258, 2024
162024
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
132023
Relu— The most popular activation function for deep neural networks
S Sivarajkumar
arXiv preprint, 2019
92019
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, ...
JMIR Medical Informatics 12, e52289, 2024
72024
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
72023
Rag-rlrc-laysum at biolaysumm: Integrating retrieval-augmented generation and readability control for layman summarization of biomedical texts
Y Ji, Z Li, R Meng, S Sivarajkumar, Y Wang, Z Yu, H Ji, Y Han, H Zeng, ...
arXiv preprint arXiv:2405.13179, 2024
62024
Evaluation of Healthprompt for Zero-shot Clinical Text Classification
S Sivarajkumar, Y Wang
IEEE International Conference on Healthcare Informatics (ICHI), 2023
52023
Mitigating the risk of health inequity exacerbated by large language models
Y Ji, W Ma, S Sivarajkumar, H Zhang, EM Sadhu, Z Li, X Wu, ...
arXiv preprint arXiv:2410.05180, 2024
22024
Extraction of sleep information from clinical notes of Alzheimer’s disease patients using natural language processing
S Sivarajkumar, TYC Tam, HA Mohammad, S Viggiano, D Oniani, ...
Journal of the American Medical Informatics Association 31 (10), 2217-2227, 2024
22024
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, ...
medRxiv, 2022
22022
Classification and regression trees
S Sivarajkumar
Medium. com. https://medium. com/@ sonish. sivarajkumar/classification-and …, 0
2
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
12023
Extracting Physical Rehabilitation Exercise Information from Clinical Notes: a Comparison of Rule-Based and Machine Learning Natural Language Processing Techniques
S Sivarajumar, F Gao, PE Denny, BM Aldhahwani, A Bove, ...
arXiv preprint arXiv:2303.13466, 2023
12023
Extraction of Sleep Information from Clinical Notes of Patients with Alzheimer's Disease Using Natural Language Processing
S Sivarajkumar, TYC Tam, HA Mohammad, S Viggiano, D Oniani, ...
arXiv preprint arXiv:2204.09601, 2022
12022
E-Healthcare Data Management Using Machine Learning and IoT
A Titus, A Denny, S Sivarajkumar, MC Koyilot, G Prakash, V Nandakumar, ...
IoT and ML for Information Management: A Smart Healthcare Perspective, 167-199, 2024
2024
Automating the detection of treatment progression in patients with lung cancer using large language models.
S Sivarajkumar, S Edupuganti, M Bhattacharya, D Lazris, M Davis, ...
Journal of Clinical Oncology 42 (16_suppl), e13620-e13620, 2024
2024
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