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David Kartchner

Georgia Institute of Technology

ORCID: 0000-0003-1937-1840

Publishes on Topic Modeling, Biomedical Text Mining and Ontologies, Machine Learning in Healthcare. 18 papers and 661 citations.

PubIndex Score39Top 61% · mid-careerHow it's scored

18Publications

661Total Citations

First publication: 2017First senior author: 2017

Topic Modeling Biomedical Text Mining and Ontologies Machine Learning in Healthcare Natural Language Processing Techniques Computational Drug Discovery Methods

Top publicationsby citations

Short-Term Elevation of Fine Particulate Matter Air Pollution and Acute Lower Respiratory Infection

Benjamin D. Horne, C. Arden Pope, Elizabeth A. Joy et al.|American Journal of Respiratory and Critical Care Medicine|2018

Cited by 408

Denoising Multi-Source Weak Supervision for Neural Text Classification

Wendi Ren, Chao Zhang, Yinghao Li et al.|Unknown|2020

Cited by 45

Forward Thinking: Building Deep Random Forests

K. Miller, David Kartchner, Chris Hettinger et al.|arXiv (Cornell University)|2017

Cited by 36

Biomedical Text Link Prediction for Drug Discovery: A Case Study with COVID-19

Kevin McCoy, Cassie S. Mitchell, Sateesh Gudapati et al.|Pharmaceutics|2021

Cited by 33

Zero-Shot Information Extraction for Clinical Meta-Analysis using Large Language Models

David Kartchner, Cassie S. Mitchell, S.S. Ramalingam et al.|Unknown|2023

Cited by 32