The shaky foundations of large language models and foundation models for electronic health records
Wornow, Michael, Xu, Yizhe, Thapa, Rahul, Patel, Birju, Steinberg, Ethan, Fleming, Scott, Pfeffer, Michael A., Fries, Jason, Shah, Nigam H.
Published in NPJ digital medicine (29.07.2023)
Published in NPJ digital medicine (29.07.2023)
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Journal Article
OpenMedLM: prompt engineering can out-perform fine-tuning in medical question-answering with open-source large language models
Maharjan, Jenish, Garikipati, Anurag, Singh, Navan Preet, Cyrus, Leo, Sharma, Mayank, Ciobanu, Madalina, Barnes, Gina, Thapa, Rahul, Mao, Qingqing, Das, Ritankar
Published in Scientific reports (19.06.2024)
Published in Scientific reports (19.06.2024)
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Journal Article
Predicting Falls in Long-term Care Facilities: Machine Learning Study
Thapa, Rahul, Garikipati, Anurag, Shokouhi, Sepideh, Hurtado, Myrna, Barnes, Gina, Hoffman, Jana, Calvert, Jacob, Katzmann, Lynne, Mao, Qingqing, Das, Ritankar
Published in JMIR aging (01.04.2022)
Published in JMIR aging (01.04.2022)
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Journal Article
Examining the spatio-temporal relationship between LST, NDVI, NDBI and LULC change of Pachhua dun, Dehradun, Uttarakhand (India)
Thapa, Rahul, Bahuguna, Dr. Vijay, Negi, Prateek, Rana, Praveen Singh, Kataria, Pinki, Rawat, Dr. Geeta, Yasir, Muhammad, Sharma, Tania
Published in Journal of geospatial information science and engineering (25.12.2023)
Published in Journal of geospatial information science and engineering (25.12.2023)
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Journal Article
Machine learning to predict progression of non‐alcoholic fatty liver to non‐alcoholic steatohepatitis or fibrosis
Ghandian, Sina, Thapa, Rahul, Garikipati, Anurag, Barnes, Gina, Green‐Saxena, Abigail, Calvert, Jacob, Mao, Qingqing, Das, Ritankar
Published in JGH open (01.03.2022)
Published in JGH open (01.03.2022)
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Journal Article
Multitask Learning With Recurrent Neural Networks for Acute Respiratory Distress Syndrome Prediction Using Only Electronic Health Record Data: Model Development and Validation Study
Lam, Carson, Thapa, Rahul, Maharjan, Jenish, Rahmani, Keyvan, Tso, Chak Foon, Singh, Navan Preet, Casie Chetty, Satish, Mao, Qingqing
Published in JMIR medical informatics (15.06.2022)
Published in JMIR medical informatics (15.06.2022)
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Journal Article
Early prediction of severe acute pancreatitis using machine learning
Thapa, Rahul, Iqbal, Zohora, Garikipati, Anurag, Siefkas, Anna, Hoffman, Jana, Mao, Qingqing, Das, Ritankar
Published in Pancreatology : official journal of the International Association of Pancreatology (IAP) ... [et al.] (01.01.2022)
Published in Pancreatology : official journal of the International Association of Pancreatology (IAP) ... [et al.] (01.01.2022)
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Journal Article
Assessing the effects of data drift on the performance of machine learning models used in clinical sepsis prediction
Rahmani, Keyvan, Thapa, Rahul, Tsou, Peiling, Casie Chetty, Satish, Barnes, Gina, Lam, Carson, Foon Tso, Chak
Published in International journal of medical informatics (Shannon, Ireland) (01.05.2023)
Published in International journal of medical informatics (Shannon, Ireland) (01.05.2023)
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Journal Article
DEPLOYR: a technical framework for deploying custom real-time machine learning models into the electronic medical record
Corbin, Conor K, Maclay, Rob, Acharya, Aakash, Mony, Sreedevi, Punnathanam, Soumya, Thapa, Rahul, Kotecha, Nikesh, Shah, Nigam H, Chen, Jonathan H
Published in Journal of the American Medical Informatics Association : JAMIA (18.08.2023)
Published in Journal of the American Medical Informatics Association : JAMIA (18.08.2023)
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Journal Article
Isolation and Characterization of Chemical Compounds from Terminalia Chebula for Anti-Diabetic Evaluation Through In-Silico Approach: Pharmaceutical sciences- Pharmaceutics
Shikha, Thapa, Rahul, Arya, Girish Chandra, Arora, Saahil
Published in International journal of life science and pharma research (01.11.2023)
Published in International journal of life science and pharma research (01.11.2023)
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Journal Article
Isolation and Characterization of Chemical Compounds from Achyranthes Bidentata for Evaluation of Anti-Parkinson’s Activity Through In-Silico Approach: Pharmaceutical Science-Pharmaceutics
Thapa, Rahul, Shikha, Arya, Girish Chandra, Arora, Saahil
Published in International journal of life science and pharma research (10.06.2023)
Published in International journal of life science and pharma research (10.06.2023)
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Journal Article
Workload-Aware Approximate Computing Configuration
Ma, Dongning, Thapa, Rahul, Wang, Xingjian, Jiao, Xun, Hao, Cong
Published in 2021 Design, Automation & Test in Europe Conference & Exhibition (DATE) (01.02.2021)
Published in 2021 Design, Automation & Test in Europe Conference & Exhibition (DATE) (01.02.2021)
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Conference Proceeding
Small-Sized Neural Network for Detecting COVID-19 from Chest X-rays
Thapa, Rahul, Mitchell, Benjamin
Published in 2020 IEEE MIT Undergraduate Research Technology Conference (URTC) (09.10.2020)
Published in 2020 IEEE MIT Undergraduate Research Technology Conference (URTC) (09.10.2020)
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Conference Proceeding
SpamHD: Memory-Efficient Text Spam Detection using Brain-Inspired Hyperdimensional Computing
Thapa, Rahul, Lamichhane, Bikal, Ma, Dongning, Jiao, Xun
Published in 2021 IEEE Computer Society Annual Symposium on VLSI (ISVLSI) (01.07.2021)
Published in 2021 IEEE Computer Society Annual Symposium on VLSI (ISVLSI) (01.07.2021)
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Conference Proceeding
MoleHD: Efficient Drug Discovery using Brain Inspired Hyperdimensional Computing
Ma, Dongning, Thapa, Rahul, Jiao, Xun
Published in 2022 IEEE International Conference on Bioinformatics and Biomedicine (BIBM) (06.12.2022)
Published in 2022 IEEE International Conference on Bioinformatics and Biomedicine (BIBM) (06.12.2022)
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Conference Proceeding
HDXplore: Automated Blackbox Testing of Brain-Inspired Hyperdimensional Computing
Thapa, Rahul, Ma, Dongning, Jiao, Xun
Published in 2021 IEEE Computer Society Annual Symposium on VLSI (ISVLSI) (01.07.2021)
Published in 2021 IEEE Computer Society Annual Symposium on VLSI (ISVLSI) (01.07.2021)
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Conference Proceeding
Dragonfly: Multi-Resolution Zoom-In Encoding Enhances Vision-Language Models
Thapa, Rahul, Chen, Kezhen, Covert, Ian, Chalamala, Rahul, Athiwaratkun, Ben, Song, Shuaiwen Leon, Zou, James
Year of Publication 03.06.2024
Year of Publication 03.06.2024
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Journal Article