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2020 – today
- 2024
[j6]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)- [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, Elahe Khatibi, Iman Azimi, David Oniani, Zahra Shakeri Hossein Abad, Alexander Thieme, Ram Sriram, Zhongqi Yang, Yanshan Wang, Bryant Lin, Olivier Gevaert, Li-Jia Li, Ramesh C. Jain, Amir M. Rahmani:
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, Jan Zawala, Yanshan Wang:
Emerging Opportunities of Using Large Language Models for Translation Between Drug Molecules and Indications. CoRR abs/2402.09588 (2024) - 2023
- [j3]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. Int. J. Medical Informatics 177: 105144 (2023) - [j2]David Oniani, Jordan Hilsman, Yifan Peng, Ronald K. Poropatich, Jeremy C. Pamplin, Gary L. Legault, Yanshan Wang:
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, Yanshan Wang, Bryant Lin, Olivier Gevaert, Li-Jia Li, Ramesh C. Jain, Amir M. Rahmani:
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, Guoqian Jiang, Hongfang Liu, Feichen Shen:
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, Yanshan Wang:
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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