Short-term elevation of fine particulate matter air pollution and acute lower respiratory infection BD Horne, EA Joy, MG Hofmann, PH Gesteland, JB Cannon, JS Lefler, ... American journal of respiratory and critical care medicine 198 (6), 759-766, 2018 | 360 | 2018 |
Denoising multi-source weak supervision for neural text classification W Ren, Y Li, H Su, D Kartchner, C Mitchell, C Zhang arXiv preprint arXiv:2010.04582, 2020 | 67 | 2020 |
Forward thinking: Building deep random forests K Miller, C Hettinger, J Humpherys, T Jarvis, D Kartchner arXiv preprint arXiv:1705.07366, 2017 | 51 | 2017 |
Machine learning methods for disease prediction with claims data T Christensen, A Frandsen, S Glazier, J Humpherys, D Kartchner 2018 IEEE International Conference on Healthcare Informatics (ICHI), 467-4674, 2018 | 27 | 2018 |
Biomedical text link prediction for drug discovery: a case study with COVID-19 K McCoy, S Gudapati, L He, E Horlander, D Kartchner, S Kulkarni, ... Pharmaceutics 13 (6), 794, 2021 | 24 | 2021 |
Code2vec: Embedding and clustering medical diagnosis data D Kartchner, T Christensen, J Humpherys, S Wade 2017 IEEE International Conference on Healthcare Informatics (ICHI), 386-390, 2017 | 17 | 2017 |
Zero-Shot Information Extraction for Clinical Meta-Analysis using Large Language Models D Kartchner, S Ramalingam, I Al-Hussaini, O Kronick, C Mitchell Association for Computational Linguistics, 2023 | 11 | 2023 |
Optimizations for Computing Relatedness in Biomedical Heterogeneous Information Networks: SemNet 2.0 A Kirkpatrick, C Onyeze, D Kartchner, S Allegri, D Nakajima An, K McCoy, ... Big data and cognitive computing 6 (1), 27, 2022 | 10 | 2022 |
Hematological adverse events with tyrosine kinase inhibitors for chronic myeloid leukemia: A systematic review with meta-analysis O Kronick, X Chen, N Mehra, A Varmeziar, R Fisher, D Kartchner, V Kota, ... Cancers 15 (17), 4354, 2023 | 5 | 2023 |
ReGAL: Rule-Generative Active Learning for Model-in-the-Loop Weak Supervision D Kartchner, W Ren, D Nakajima An, C Zhang, CS Mitchell Advances in neural information processing systems, 2020 | 4 | 2020 |
A comprehensive evaluation of biomedical entity linking models D Kartchner, J Deng, S Lohiya, T Kopparthi, P Bathala, ... Proceedings of the Conference on Empirical Methods in Natural Language …, 2023 | 3 | 2023 |
Literature-Based Discovery to Elucidate the Biological Links between Resistant Hypertension and COVID-19 D Kartchner, K McCoy, J Dubey, D Zhang, K Zheng, R Umrani, JJ Kim, ... Biology 12 (9), 1269, 2023 | 3 | 2023 |
Rule-enhanced active learning for semi-automated weak supervision D Kartchner, D Nakajima An, W Ren, C Zhang, CS Mitchell AI 3 (1), 211-228, 2022 | 3 | 2022 |
Cost reduction via patient targeting and outreach: a statistical approach D Kartchner, A Merrill, J Wrathall 2017 IEEE International Conference on Healthcare Informatics (ICHI), 513-517, 2017 | 3 | 2017 |
BioSift: A Dataset for Filtering Biomedical Abstracts for Drug Repurposing and Clinical Meta-Analysis D Kartchner, I Al-Hussaini, H Turner, J Deng, S Lohiya, P Bathala, ... Proceedings of the 46th International ACM SIGIR Conference on Research and …, 2023 | 1 | 2023 |
Rule-Enhanced Active Learning for Semi-Automated Weak Supervision. AI 2022, 3, 211–228 D Kartchner, D Nakajima An, W Ren, C Zhang, CS Mitchell s Note: MDPI stays neutral with regard to jurisdictional claims in published …, 2022 | | 2022 |
Deep Learning System for Labeling Neurology Text for Predictive Medicine DN An, D Kartchner, C Zhang, CS Mitchell ANNALS OF NEUROLOGY 90, S159-S160, 2021 | | 2021 |
Exploring Optimizations to HeteSim for Computing Relatedness in Heterogeneous Information Networks S Allegri, ESI Davalbhakta, D Kartchner, A Kirkpatrick, C Mitchell, DN An, ... 2022 Virtual Joint Mathematics Meetings (JMM 2022), 0 | | |