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David Oniani
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A qualitative evaluation of language models on automatic question-answering for covid-19
D Oniani, Y Wang
Proceedings of the 11th ACM international conference on bioinformatics …, 2020
442020
Constructing co-occurrence network embeddings to assist association extraction for COVID-19 and other coronavirus infectious diseases
D Oniani, G Jiang, H Liu, F Shen
Journal of the American Medical Informatics Association 27 (8), 1259-1267, 2020
252020
Adopting and expanding ethical principles for generative artificial intelligence from military to healthcare
D Oniani, J Hilsman, Y Peng, RK Poropatich, JC Pamplin, GL Legault, ...
NPJ Digital Medicine 6 (1), 225, 2023
21*2023
Social and Behavioral Determinants of Health in the Era of Artificial Intelligence with Electronic Health Records: A Scoping Review
A Bompelli, Y Wang, R Wan, E Singh, Y Zhou, L Xu, D Oniani, ...
Health Data Science 2021, 2021
172021
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
Large language models vote: Prompting for rare disease identification
D Oniani, J Hilsman, H Dong, F Gao, S Verma, Y Wang
arXiv preprint arXiv:2308.12890, 2023
52023
Toward Improving Health Literacy in Patient Education Materials with Neural Machine Translation Models
D Oniani, S Sreekumar, R DeAlmeida, D DeAlmeida, V Hui, YJ Lee, ...
AMIA Summits on Translational Science Proceedings 2023, 418, 2023
52023
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
32024
ReDWINE: A clinical datamart with text analytical capabilities to facilitate rehabilitation research
D Oniani, B Parmanto, A Saptono, A Bove, J Freburger, S Visweswaran, ...
International Journal of Medical Informatics 177, 105144, 2023
32023
Comparisons of graph neural networks on cancer classification leveraging a joint of phenotypic and genetic features
D Oniani, C Wang, Y Zhao, A Wen, H Liu, F Shen
arXiv preprint arXiv:2101.05866, 2021
32021
Emerging Opportunities of Using Large Language Models for Translation Between Drug Molecules and Indications
D Oniani, J Hilsman, C Zang, J Wang, L Cai, J Zawala, Y Wang
arXiv preprint arXiv:2402.09588, 2024
12024
Foundation Metrics: Quantifying Effectiveness of Healthcare Conversations powered by Generative AI
M Abbasian, E Khatibi, I Azimi, D Oniani, ZSH Abad, A Thieme, Z Yang, ...
arXiv preprint arXiv:2309.12444, 2023
12023
Extraction of Sleep Information from Clinical Notes of Alzheimer's Disease Patients Using Natural Language Processing
H Ahamed Mohammad, S Sivarajkumar, S Viggiano, D Oniani, ...
arXiv e-prints, arXiv: 2204.09601, 2022
1*2022
Cosine similarity and its applications in the domains of artificial intelligence
D Oniani
12020
Foundation metrics for evaluating effectiveness of healthcare conversations powered by generative AI
M Abbasian, E Khatibi, I Azimi, D Oniani, Z Shakeri Hossein Abad, ...
npj Digital Medicine 7 (1), 82, 2024
2024
Enhancing Large Language Models for Clinical Decision Support by Incorporating Clinical Practice Guidelines
D Oniani, X Wu, S Visweswaran, S Kapoor, S Kooragayalu, K Polanska, ...
arXiv preprint arXiv:2401.11120, 2024
2024
In-Context Learning Functions with Varying Number of Minima
D Oniani, Y Wang
arXiv preprint arXiv:2311.12538, 2023
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
Leveraging a Joint of Phenotypic and Genetic Features on Cancer Patient Subgrouping
D Oniani, C Wang, Y Zhao, A Wen, H Liu, F Shen
arXiv preprint arXiv:2103.16316, 2021
2021
Setting Up Python Development Environment for Use in a Small Classroom
R Yasinovskyy, K Hoff, D Oniani
Midwest Instruction and Computing Symposium, 2020
2020
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