| Using artificial intelligence to improve the quality and safety of radiation therapy M Pillai, K Adapa, SK Das, L Mazur, J Dooley, LB Marks, RF Thompson, ... Journal of the American College of Radiology 16 (9), 1267-1272, 2019 | 48 | 2019 |
| Evaluating the telehealth experience of patients with COVID-19 symptoms: recommendations on best practices S Khairat, M Pillai, B Edson, R Gianforcaro Journal of Patient Experience 7 (5), 665-672, 2020 | 28 | 2020 |
| Recommendations for design of a mobile application to support management of anxiety and depression among Black American women T McCall, M Threats, M Pillai, A Lakdawala, CS Bolton III Frontiers in Digital Health 4, 1028408, 2022 | 10 | 2022 |
| Improved metabolite prediction using microbiome data-based elastic net models J Xie, H Cho, BM Lin, M Pillai, LH Heimisdottir, D Bandyopadhyay, F Zou, ... Frontiers in Cellular and Infection Microbiology 11, 734416, 2021 | 9 | 2021 |
| Chemical entity recognition for MEDLINE indexing ME Savery, WJ Rogers, M Pillai, JG Mork, D Demner-Fushman AMIA Summits on Translational Science Proceedings 2020, 561, 2020 | 5 | 2020 |
| Machine learning and deep learning in genetics and genomics D Wu, DS Karhade, M Pillai, MZ Jiang, L Huang, G Li, H Cho, J Roach, ... Machine Learning in Dentistry, 163-181, 2021 | 4 | 2021 |
| Machine learning to improve the prioritization and effectiveness of pre-treatment physics chart checks JW Shumway, M Pillai, J Dooley, SK Das, BS Chera International Journal of Radiation Oncology, Biology, Physics 108 (3), S54-S55, 2020 | 4 | 2020 |
| Toward Community-Based Natural Language Processing (CBNLP): Cocreating With Communities M Pillai, AC Griffin, CA Kronk, T McCall Journal of Medical Internet Research 25, e48498, 2023 | 3 | 2023 |
| Feature engineering for interpretable machine learning for quality assurance in radiation oncology M Pillai, K Adapa, JW Shumway, J Dooley, SK Das, BS Chera, L Mazur Stud Health Technol Inform 290, 460-464, 2022 | 3 | 2022 |
| Predicting Objective Performance Using Perceived Cognitive Workload Data in Healthcare Professionals: A Machine Learning Study. K Adapa, M Pillai, S Das, P Mosaly, L Mazur Studies in Health Technology and Informatics 290, 809-813, 2022 | 3 | 2022 |
| Using Explainable Supervised Machine Learning to Predict Burnout in Healthcare Professionals. K Adapa, M Pillai, M Foster, N Charguia, L Mazur MIE, 58-62, 2022 | 3 | 2022 |
| Measuring quality-of-care in treatment of young children with attention-deficit/hyperactivity disorder using pre-trained language models M Pillai, J Posada, RM Gardner, T Hernandez-Boussard, Y Bannett Journal of the American Medical Informatics Association, ocae001, 2024 | 1 | 2024 |
| Validation approaches for computational drug repurposing: a review M Pillai, D Wu AMIA Annual Symposium Proceedings 2023, 559, 2023 | 1 | 2023 |
| An Interpretable Machine Learning Approach to Prioritizing Factors Contributing to Clinician Burnout M Pillai, K Adapa, M Foster, I Kratzke, N Charguia, L Mazur International Symposium on Methodologies for Intelligent Systems, 149-161, 2022 | 1 | 2022 |
| Leveraging a Large Language Model to Assess Quality-of-Care: Monitoring ADHD Medication Side Effects Y Bannett, F Gunturkun, M Pillai, JE Herrmann, I Luo, LC Huffman, ... medRxiv, 2024 | | 2024 |
| FairEHR-CLP: Towards Fairness-Aware Clinical Predictions with Contrastive Learning in Multimodal Electronic Health Records Y Wang, M Pillai, Y Zhao, C Curtin, T Hernandez-Boussard arXiv preprint arXiv:2402.00955, 2024 | | 2024 |
| Patient Characteristics Associated With Phone and Video Visits at a Tele-Urgent Care Center During the Initial COVID-19 Response: Cross-Sectional Study S Khairat, R John, M Pillai, P McDaniel, B Edson Online Journal of Public Health Informatics 16, e50962, 2024 | | 2024 |
| Leveraging Large Language Models to Assess Medication Side Effects Documentation in Children with Attention-Deficit/Hyperactivity Disorder Y Bannett, F Gunturkun, M Pillai, LC Huffman, HM Feldman JOURNAL OF DEVELOPMENTAL AND BEHAVIORAL PEDIATRICS 45 (1), E119-E119, 2024 | | 2024 |
| Augmenting Quality Assurance Measures in Treatment Review with Machine Learning in Radiation Oncology M Pillai, JW Shumway, K Adapa, J Dooley, R McGurk, LM Mazur, SK Das, ... Advances in Radiation Oncology 8 (6), 101234, 2023 | | 2023 |
| Measuring Quality-of-Care in Treatment of Children with Attention-Deficit/Hyperactivity Disorder: A Novel Application of Natural Language Processing M Pillai, J Posada, RM Gardner, T Hernandez-Boussard, Y Bannett medRxiv, 2023.06. 12.23291071, 2023 | | 2023 |
Karthik Adapa, MBBS, MPP, MPH, PhDUniversity of North Carolina at Chapel HillVerified email at live.unc.edu
