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Author Details

Ramakanth Kavuluru
College of Medicine, University of Kentucky
2011
59
16
PMIDPaper TitleJournal TitlePublished Year
36222700Deep Neural Networks for Fine-Grained Surveillance of Overdose Mortality.Am J Epidemiol2023
37205575DeepPhe-CR: Natural Language Processing Software Services for Cancer Registrar Case Abstraction.medRxiv2023
37368483Acquisition of a Lexicon for Family History Information: Bidirectional Encoder Representations From Transformers-Assisted Sublanguage Analysis.JMIR Med Inform2023
34607223Twitter discourse on nicotine as potential prophylactic or therapeutic for COVID-19.Int J Drug Policy2022
36112977Opinions on Homeopathy for COVID-19 on Twitter.Proc ACM Web Sci Conf2022
34986689Tracking sentiments toward fat acceptance over a decade on Twitter.Health Informatics J2022
33442710Twitter Discourse on Nicotine as Potential Prophylactic or Therapeutic for COVID-19.medRxiv2021
35096472Therapeutic Claims in Cannabidiol (CBD) Marketing Messages on Twitter.Proceedings (IEEE Int Conf Bioinformatics Biomed)2021
34499843Twitter, Telepractice, and the COVID-19 Pandemic: A Social Media Content Analysis.Am J Speech Lang Pathol2021
34541582Assigning ICD-O-3 Codes to Pathology Reports using Neural Multi-Task Training with Hierarchical Regularization.ACM BCB2021
34541578Attention-Gated Graph Convolutions for Extracting Drug Interaction Information from Drug Labels.ACM Trans Comput Healthc2021
34505115Joint Learning for Biomedical NER and Entity Normalization: Encoding Schemes, Counterfactual Examples, and Zero-Shot Evaluation.ACM BCB2021
34284119Improved biomedical word embeddings in the transformer era.J Biomed Inform2021
34255046Clinical Characterization and Prediction of Clinical Severity of SARS-CoV-2 Infection Among US Adults Using Data From the US National COVID Cohort Collaborative.JAMA Netw Open2021
33341556Identifying current Juul users among emerging adults through Twitter feeds.Int J Med Inform2021
30913003Prevalence and reasons for Juul use among college students.J Am Coll Health2020
32092666Social media surveillance for perceived therapeutic effects of cannabidiol (CBD) products.Int J Drug Policy2020
32607482Stigma, biomarkers, and algorithmic bias: recommendations for precision behavioral health with artificial intelligence.JAMIA Open2020
32308816Non-Negative Matrix Factorization for Drug Repositioning: Experiments with the repoDB Dataset.AMIA Annu Symp Proc2020
29654121On the popularity of the USB flash drive-shaped electronic cigarette Juul.Tob Control2019
31521249Distant supervision for treatment relation extraction by leveraging MeSH subheadings.Artif Intell Med2019
31401235Cross-registry neural domain adaptation to extract mutational test results from pathology reports.J Biomed Inform2019
31618226Enhancing timeliness of drug overdose mortality surveillance: A machine learning approach.PLoS One2019
31058542Validity of Natural Language Processing for Ascertainment of <i>EGFR</i> and <i>ALK</i> Test Results in SEER Cases of Stage IV Non-Small-Cell Lung Cancer.JCO Clin Cancer Inform2019
31164204Neural transfer learning for assigning diagnosis codes to EMRs.Artif Intell Med2019
30689846Overview of the BioCreative VI Precision Medicine Track: mining protein interactions and mutations for precision medicine.Database (Oxford)2019
29590309Generalizing biomedical relation classification with neural adversarial domain adaptation.Bioinformatics2018
30239680An end-to-end deep learning architecture for extracting protein-protein interactions affected by genetic mutations.Database (Oxford)2018
30020437Extracting chemical-protein relations with ensembles of SVM and deep learning models.Database (Oxford)2018
30148288EMR Coding with Semi-Parametric Multi-Head Matching Networks.Proc Conf2018
30714048Document Retrieval for Biomedical Question Answering with Neural Sentence Matching.Proc Int Conf Mach Learn Appl2018
30775726Few-Shot and Zero-Shot Multi-Label Learning for Structured Label Spaces.Proc Conf Empir Methods Nat Lang Process2018
30272184Data and systems for medication-related text classification and concept normalization from Twitter: insights from the Social Media Mining for Health (SMM4H)-2017 shared task.J Am Med Inform Assoc2018
29763706Exploiting semantic patterns over biomedical knowledge graphs for predicting treatment and causative relations.J Biomed Inform2018
28815123Rapid and Reusable Text Visualization and Exploration Development with DELVE.AMIA Jt Summits Transl Sci Proc2017
29399672Knowledge-Based Biomedical Word Sense Disambiguation with Neural Concept EmbeddingsProc IEEE Int Symp Bioinformatics Bioeng2017
29034375Extracting Drug-Drug Interactions with Word and Character-Level Recurrent Neural Networks.IEEE Int Conf Healthc Inform2017
28506904Ordinal convolutional neural networks for predicting RDoC positive valence psychiatric symptom severity scores.J Biomed Inform2017
28736772On Quantifying Diffusion of Health Information on Twitter.IEEE EMBS Int Conf Biomed Health Inform2017
28606869Predicting mental conditions based on "history of present illness" in psychiatric notes with deep neural networks.J Biomed Inform2017
26975599Toward automated e-cigarette surveillance: Spotting e-cigarette proponents on Twitter.J Biomed Inform2016
28782062Exploratory Analysis of Marketing and Non-marketing E-cigarette Themes on Twitter.Soc Inform (2016)2016
28736771On Interestingness Measures for Mining Statistically Significant and Novel Clinical Associations from EMRs.ACM BCB2016
28736770Classification of Helpful Comments on Online Suicide Watch Forums.ACM BCB2016
25661592Context-driven automatic subgraph creation for literature-based discovery.J Biomed Inform2015
28748229Predicting Treatment Relations with Semantic Patterns over Biomedical Knowledge Graphs.Min Intell Knowl Explor (2015)2015
28736769Convolutional Neural Networks for Biomedical Text Classification: Application in Indexing Biomedical Articles.ACM BCB2015
28758165Analyzing the Moving Parts of a Large-Scale Multi-Label Text Classification Pipeline: Experiences in Indexing Biomedical Articles.IEEE Int Conf Healthc Inform2015
26958205Automatic Assignment of Non-Leaf MeSH Terms to Biomedical Articles.AMIA Annu Symp Proc2015
26054428An empirical evaluation of supervised learning approaches in assigning diagnosis codes to electronic medical records.Artif Intell Med2015
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Collaborators

Eric B Durbin
College of Medicine, University of Kentucky, Kentucky Kentucky Cancer Registry
Co-authored papers 5
Todd R Johnson
The University of Texas Health Science Center at Houston
Co-authored papers 3
Zhiyong Lu
National Center for Biotechnology Information, National Institutes of Health.
Co-authored papers 3
Olivier Bodenreider
National Institutes of Health
Co-authored papers 2
Halil Kilicoglu
University of Illinois Urbana-Champaign
Co-authored papers 2
Amit Sheth
AI Institute, University of South Carolina
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Stephen M Schwartz
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Prerna Dua
Louisiana Tech University
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Andrew T Girvin
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Andrew Wen
Mayo Clinic
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Carolyn Bremer
Stony Brook University
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Julie A McMurry
University of Colorado - Anschutz Medical Campus
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Melissa A Haendel
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Oregon State University
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Mayo Clinic
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Rezarta Islamaj DoĿan
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Huan He
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Amin Manna
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Liwei Wang
University of Texas Health Science Center at Houston, Mayo Clinic
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Eli Levitt
University of Alabama at Birmingham
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Heidi Spratt
University of Texas Medical Branch
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Goran Nenadic
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Abeed Sarker
Emory University
Co-authored papers 1
Tellen D Bennett
Adult and Child Center for Outcomes Research and Delivery Science
Co-authored papers 1
Alina Denham
University of Rochester Medical Center
Co-authored papers 1
Donald C Comeau
Co-authored papers 1
Filip Ginter
University of Turku
Co-authored papers 1
John Muschelli
Johns Hopkins Bloomberg School of Public Health
Co-authored papers 1
Benjamin Amor
Co-authored papers 1
Release 1.2