List of works - Ramakanth Kavuluru

An empirical evaluation of supervised learning approaches in assigning diagnosis codes to electronic medical records.

scientific article

Analyzing the Moving Parts of a Large-Scale Multi-Label Text Classification Pipeline: Experiences in Indexing Biomedical Articles

scientific article published on 01 October 2015

Automatic Assignment of Non-Leaf MeSH Terms to Biomedical Articles

scientific article

Automatic Extraction of ICD-O-3 Primary Sites from Cancer Pathology Reports

scientific article published on 18 March 2013

Classification of Helpful Comments on Online Suicide Watch Forums

scientific article published on 01 October 2016

Convolutional Neural Networks for Biomedical Text Classification: Application in Indexing Biomedical Articles

scientific article published on 01 September 2015

Exploratory Analysis of Marketing and Non-marketing E-cigarette Themes on Twitter

scientific article published on 19 October 2016

International Changes in COVID-19 Clinical Trajectories Across 315 Hospitals and 6 Countries: Retrospective Cohort Study

scientific article published on 11 October 2021

Leveraging output term co-occurrence frequencies and latent associations in predicting medical subject headings

scientific article published on 18 September 2014

On Interestingness Measures for Mining Statistically Significant and Novel Clinical Associations from EMRs

scientific article published on 01 October 2016

On Quantifying Diffusion of Health Information on Twitter

scientific article published on 01 February 2017

Ordinal convolutional neural networks for predicting RDoC positive valence psychiatric symptom severity scores.

scientific article published on 12 May 2017

Phrase Based Topic Modeling for Semantic Information Processing in Biomedicine

scientific article published on 01 December 2013

Predicting Treatment Relations with Semantic Patterns over Biomedical Knowledge Graphs

scientific article published on 01 December 2015

Predicting mental conditions based on "history of present illness" in psychiatric notes with deep neural networks

scientific article published on 09 June 2017

Semantic Predications for Complex Information Needs in Biomedical Literature

scientific article published on 01 January 2011

Supervised Extraction of Diagnosis Codes from EMRs: Role of Feature Selection, Data Selection, and Probabilistic Thresholding

scientific article published on 01 September 2013

Toward automated e-cigarette surveillance: Spotting e-cigarette proponents on Twitter.

scientific article published on 11 March 2016

Unsupervised Extraction of Diagnosis Codes from EMRs Using Knowledge-Based and Extractive Text Summarization Techniques

scientific article published on 01 May 2013

Unsupervised Medical Subject Heading Assignment Using Output Label Co-occurrence Statistics and Semantic Predications

scientific article published on 01 June 2013

List of works by Ramakanth Kavuluru