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David Kartchner
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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
3442018
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
632020
Forward thinking: Building deep random forests
K Miller, C Hettinger, J Humpherys, T Jarvis, D Kartchner
arXiv preprint arXiv:1705.07366, 2017
492017
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
242021
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
242018
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
172017
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
102022
Zero-Shot Information Extraction for Clinical Meta-Analysis using Large Language Models
D Kartchner, S Ramalingam, I Al-Hussaini, O Kronick, C Mitchell
The 22nd Workshop on Biomedical Natural Language Processing and BioNLP …, 2023
42023
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
32020
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
32017
A comprehensive evaluation of biomedical entity linking models
D Kartchner, J Deng, S Lohiya, T Kopparthi, P Bathala, ...
Proceedings of the 2023 Conference on Empirical Methods in Natural Language …, 2023
22023
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
22023
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
22023
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
22022
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
12023
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
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