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David Oniani
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2020 – today
- 2024
- [j6]Sonish Sivarajkumar
, Thomas Yu Chow Tam, Haneef Ahamed Mohammad, Samuel Viggiano, David Oniani, Shyam Visweswaran
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) - [j5]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) - [j4]Mahyar Abbasian
Foundation metrics for evaluating effectiveness of healthcare conversations powered by generative AI. npj Digit. Medicine 7(1) (2024) - [c2]David Oniani, Xizhi Wu, Shyam Visweswaran, Sumit Kapoor, Shravan Kooragayalu, Katelyn Polanska, Yanshan Wang:
Enhancing Large Language Models for Clinical Decision Support by Incorporating Clinical Practice Guidelines. ICHI 2024: 694-702 - [i14]David Oniani, Xizhi Wu, Shyam Visweswaran, Sumit Kapoor, Shravan Kooragayalu, Katelyn Polanska, Yanshan Wang:
Enhancing Large Language Models for Clinical Decision Support by Incorporating Clinical Practice Guidelines. CoRR abs/2401.11120 (2024) - [i13]David Oniani, Jordan Hilsman, Chengxi Zang, Junmei Wang, Lianjin Cai
Emerging Opportunities of Using Large Language Models for Translation Between Drug Molecules and Indications. CoRR abs/2402.09588 (2024) - 2023
- [j3]David Oniani
ReDWINE: A clinical datamart with text analytical capabilities to facilitate rehabilitation research. Int. J. Medical Informatics 177: 105144 (2023) - [j2]David Oniani
Adopting and expanding ethical principles for generative artificial intelligence from military to healthcare. npj Digit. Medicine 6 (2023) - [i12]David Oniani, Bambang Parmanto, Andi Saptono, Allyn Bove, Janet Freburger, Shyam Visweswaran, Nickie Cappella, Brian McLay, Jonathan C. Silverstein, Michael J. Becich, Anthony Delitto, Elizabeth Skidmore, Yanshan Wang:
ReDWINE: A Clinical Datamart with Text Analytical Capabilities to Facilitate Rehabilitation Research. CoRR abs/2304.05929 (2023) - [i11]David Oniani, Jordan Hilsman, Yifan Peng, Ronald K. Poropatich, Jeremy C. Pamplin, Gary L. Legault, Yanshan Wang:
From Military to Healthcare: Adopting and Expanding Ethical Principles for Generative Artificial Intelligence. CoRR abs/2308.02448 (2023) - [i10]David Oniani, Jordan Hilsman, Hang Dong, Fengyi Gao, Shiven Verma, Yanshan Wang:
Large Language Models Vote: Prompting for Rare Disease Identification. CoRR abs/2308.12890 (2023) - [i9]Mahyar Abbasian, Elahe Khatibi, Iman Azimi, David Oniani, Zahra Shakeri Hossein Abad, Alexander Thieme, Zhongqi Yang
Foundation Metrics: Quantifying Effectiveness of Healthcare Conversations powered by Generative AI. CoRR abs/2309.12444 (2023) - [i8]David Oniani, Yanshan Wang:
In-Context Learning Functions with Varying Number of Minima. CoRR abs/2311.12538 (2023) - 2022
- [i7]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) - [i6]David Oniani, Sonish Sivarajkumar, Yanshan Wang:
Few-Shot Learning for Clinical Natural Language Processing Using Siamese Neural Networks. CoRR abs/2208.14923 (2022) - [i5]David Oniani, Sreekanth Sreekumar, Renuk DeAlmeida, Dinuk DeAlmeida, Vivian Hui, Young Ji Lee, Yiye Zhang, Leming Zhou, Yanshan Wang:
Toward Improving Health Literacy in Patient Education Materials with Neural Machine Translation Models. CoRR abs/2209.06723 (2022) - 2021
- [i4]David Oniani, Chen Wang, Yiqing Zhao, Andrew Wen, Hongfang Liu, Feichen Shen:
Comparisons of Graph Neural Networks on Cancer Classification Leveraging a Joint of Phenotypic and Genetic Features. CoRR abs/2101.05866 (2021) - [i3]Anusha Bompelli, Yanshan Wang, Ruyuan Wan, Esha Singh, Yuqi Zhou, Lin Xu, David Oniani, Bhavani Singh Agnikula Kshatriya, Joyce E. Balls-Berry, Rui Zhang:
Social determinants of health in the era of artificial intelligence with electronic health records: A systematic review. CoRR abs/2102.04216 (2021) - [i2]David Oniani, Chen Wang, Yiqing Zhao, Andrew Wen, Hongfang Liu, Feichen Shen:
Leveraging a Joint of Phenotypic and Genetic Features on Cancer Patient Subgrouping. CoRR abs/2103.16316 (2021) - 2020
- [j1]David Oniani
Constructing co-occurrence network embeddings to assist association extraction for COVID-19 and other coronavirus infectious diseases. J. Am. Medical Informatics Assoc. 27(8): 1259-1267 (2020) - [c1]David Oniani
A Qualitative Evaluation of Language Models on Automatic Question-Answering for COVID-19. BCB 2020: 33:1-33:9 - [i1]David Oniani, Yanshan Wang:
A Qualitative Evaluation of Language Models on Automatic Question-Answering for COVID-19. CoRR abs/2006.10964 (2020)
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