publications

publications in reverse chronological order.

2024

  1. Journal Article
    Text classification models for assessing the completeness of randomized controlled trial publications based on CONSORT reporting guidelines
    Lan Jiang, Mengfei Lan, Joe D Menke, Colby J Vorland, and Halil Kilicoglu
    Scientific Reports, Sep 2024
  2. Journal Article
    Integrating deep learning architectures for enhanced biomedical relation extraction: a pipeline approach
    M Janina Sarol, Gibong Hong, Evan Guerra, and Halil Kilicoglu
    Database, Aug 2024
  3. Journal Article
    Chemical entity normalization for successful translational development of Alzheimer’s disease and dementia therapeutics
    Sarah Mullin, Robert McDougal, Kei-Hoi Cheung, Halil Kilicoglu, Amanda Beck, and Caroline J Zeiss
    Journal of Biomedical Semantics, Jul 2024
  4. Journal Article
    Assessing citation integrity in biomedical publications: corpus annotation and NLP models
    Maria Janina Sarol, Shufan Ming, Shruthan Radhakrishna, Jodi Schneider, and Halil Kilicoglu
    Bioinformatics, Jun 2024
  5. Book Chapter
    NLP Applications—Biomedical Literature
    Rui Zhang, Andrej Kastrin, Dimitar Hristovski, Marcelo Fiszman, and Halil Kilicoglu
    Jun 2024
  6. Journal Article
    Enhancing the coverage of SemRep using a relation classification approach
    Shufan Ming, Rui Zhang, and Halil Kilicoglu
    Journal of Biomedical Informatics, May 2024
  7. Journal Article
    Repurposing non-pharmacological interventions for Alzheimer’s disease through link prediction on biomedical literature
    Yongkang Xiao, Yu Hou, Huixue Zhou, Gayo Diallo, Marcelo Fiszman, Julian Wolfson, Li Zhou, Halil Kilicoglu, You Chen, Chang Su, Hua Xu, William G Mantyh, and Rui Zhang
    Scientific Reports, Apr 2024
  8. Journal Article
    Automatic categorization of self-acknowledged limitations in randomized controlled trial publications
    Mengfei Lan, Mandy Cheng, Linh Hoang, Gerben Ter Riet, and Halil Kilicoglu
    Journal of Biomedical Informatics, Apr 2024
  9. Journal Article
    Complementary and Integrative Health Information in the literature: its lexicon and named entity recognition
    Huixue Zhou, Robin Austin, Sheng-Chieh Lu, Greg Marc Silverman, Yuqi Zhou, Halil Kilicoglu, Hua Xu, and Rui Zhang
    Journal of the American Medical Informatics Association, Feb 2024
  10. Editorial
    Semantics-enabled biomedical literature analytics
    Halil Kilicoglu, Faezeh Ensan, Bridget McInnes, and Lucy Lu Wang
    Journal of Biomedical Informatics, Feb 2024
  11. Journal Article
    Publication of Results of Registered Trials With Published Study Protocols, 2011-2022
    Colby J Vorland, Andrew W Brown, Halil Kilicoglu, Xiangji Ying, and Evan Mayo-Wilson
    JAMA Network Open, Jan 2024

2023

  1. Journal Article
    Methodology reporting improved over time in 176,469 randomized controlled trials
    Halil Kilicoglu, Lan Jiang, Linh Hoang, Evan Mayo-Wilson, Christiaan H Vinkers, and Willem M Otte
    Journal of Clinical Epidemiology, Oct 2023
  2. Workshop Paper
    Examining the Causal Impact of First Names on Language Models: The Case of Social Commonsense Reasoning
    Sullam Jeoung, Jana Diesner, and Halil Kilicoglu
    In Proceedings of the 3rd Workshop on Trustworthy Natural Language Processing (TrustNLP 2023), Jul 2023
  3. Conference Poster
    Repurposing Drugs for Alzheimer’s Diseases through Link Prediction on Biomedical Literature
    Yongkang Xiao, Yu Hou, Huixue Zhou, Gayo Diallo, Marcelo Fiszman, Julian Wolfson, Halil Kilicoglu, You Chen, Hua Xu, William G Mantyh, and Rui Zhang
    In 2023 IEEE 11th International Conference on Healthcare Informatics (ICHI), Jun 2023
  4. Journal Article
    Developing a knowledge graph for pharmacokinetic natural product-drug interactions
    Sanya B Taneja, Tiffany J Callahan, Mary F Paine, Sandra L Kane-Gill, Halil Kilicoglu, Marcin P Joachimiak, and Richard D Boyce
    Journal of Biomedical Informatics, Apr 2023
  5. Journal Article
    A comment-driven evidence appraisal approach to promoting research findings into practice when only uncertain evidence is available
    Shuang Wang, Halil Kilicoglu, and Jian Du
    Health Research Policy and Systems, Mar 2023
  6. Workshop Paper
    Commonsense-Aware Prompting for Controllable Empathetic Dialogue Generation
    Yiren Liu, and Halil Kilicoglu
    In AAAI’23 Workshop on Knowledge Augmented Methods for NLP, Feb 2023

2022

  1. Conference Paper
    Methodological information extraction from randomized controlled trial publications: a pilot study
    Linh Hoang, Yingjun Guan, and Halil Kilicoglu
    In AMIA Annual Symposium Proceedings, Nov 2022
  2. Journal Article
    Discovering novel drug-supplement interactions using SuppKG generated from the biomedical literature
    Dalton Schutte, Jake Vasilakes, Anu Bompelli, Yuqi Zhou, Marcelo Fiszman, Hua Xu, Halil Kilicoglu, Jeffrey R Bishop, Terrence Adam, and Rui Zhang
    Journal of Biomedical Informatics, Jul 2022
  3. Commentary
    Is the future of peer review automated?
    Robert Schulz, Adrian Barnett, René Bernard, Nicholas JL Brown, Jennifer A Byrne, Peter Eckmann, Małgorzata A Gazda, Halil Kilicoglu, Eric M Prager, Maia Salholz-Hillel, Gerben Riet, Timothy Vines, Colby J Vorland, Han Zhuang, Anita Bandrowski, and Tracey L Weissgerber
    BMC Research Notes, Jun 2022
  4. Conference Paper
    Investigating the impact of weakly supervised data on text mining models of publication transparency: a case study on randomized controlled trials
    Linh Hoang, Lan Jiang, and Halil Kilicoglu
    In AMIA Summits on Translational Science Proceedings, Mar 2022

2021

  1. Workshop Paper
    UIUC_BioNLP at SemEval-2021 Task 11: A Cascade of Neural Models for Structuring Scholarly NLP Contributions
    Haoyang Liu, M. Janina Sarol, and Halil Kilicoglu
    In Proceedings of the 15th International Workshop on Semantic Evaluation (SemEval-2021), Aug 2021
  2. Journal Article
    Toward assessing clinical trial publications for reporting transparency
    Halil Kilicoglu, Graciela Rosemblat, Linh Hoang, Sahil Wadhwa, Zeshan Peng, Mario Malički, Jodi Schneider, and Gerben Riet
    Journal of Biomedical Informatics, Apr 2021
  3. Journal Article
    Drug repurposing for COVID-19 via knowledge graph completion
    Rui Zhang, Dimitar Hristovski, Dalton Schutte, Andrej Kastrin, Marcelo Fiszman, and Halil Kilicoglu
    Journal of Biomedical Informatics, Mar 2021
  4. Journal Article
    Attention-gated graph convolutions for extracting drug interaction information from drug labels
    Tung Tran, Ramakanth Kavuluru, and Halil Kilicoglu
    ACM Transactions on Computing for Healthcare, Jan 2021
  5. Correspondence
    Automated screening of COVID-19 preprints: can we help authors to improve transparency and reproducibility?
    Tracey Weissgerber, Nico Riedel, Halil Kilicoglu, Cyril Labbé, Peter Eckmann, Gerben Ter Riet, Jennifer Byrne, Guillaume Cabanac, Amanda Capes-Davis, Bertrand Favier, Shyam Saladi, Peer Grabitz, Alexandra Bannach-Brown, Robert Schulz, Sarah McCann, Rene Bernard, and Anita Bandrowski
    Nature Medicine, Jan 2021

2020

  1. Journal Article
    Broad-coverage biomedical relation extraction with SemRep
    Halil Kilicoglu, Graciela Rosemblat, Marcelo Fiszman, and Dongwook Shin
    BMC Bioinformatics, May 2020

2019

  1. Journal Article
    Menagerie: A text-mining tool to support animal-human translation in neurodegeneration research
    Caroline J Zeiss, Dongwook Shin, Brent Vander Wyk, Amanda P Beck, Natalie Zatz, Charles A Sneiderman, and Halil Kilicoglu
    PLoS ONE, Dec 2019
  2. Journal Article
    Towards a characterization of apparent contradictions in the biomedical literature using context analysis
    Graciela Rosemblat, Marcelo Fiszman, Dongwook Shin, and Halil Kilicoglu
    Journal of Biomedical Informatics, Oct 2019
  3. Journal Article
    Impact of peer review on discussion of study limitations and strength of claims in randomized trial reports: a before and after study
    Kerem Keserlioglu, Halil Kilicoglu, and Gerben Ter Riet
    Research Integrity and Peer Review, Sep 2019
  4. Journal Article
    Confirm or refute?: A comparative study on citation sentiment classification in clinical research publications
    Halil Kilicoglu, Zeshan Peng, Shabnam Tafreshi, Tung Tran, Graciela Rosemblat, and Jodi Schneider
    Journal of Biomedical Informatics, Mar 2019
  5. Journal Article
    Expanding vocabularies for complementary and alternative medicine therapies
    Lou Ann Scarton, Liqin Wang, Halil Kilicoglu, Margaret Jahries, and Guilherme Del Fiol
    International Journal of Medical Informatics, Jan 2019

2018

  1. Journal Article
    Investigating the role of interleukin-1 beta and glutamate in inflammatory bowel disease and epilepsy using discovery browsing
    Thomas C Rindflesch, Catherine L Blake, Michael J Cairelli, Marcelo Fiszman, Caroline J Zeiss, and Halil Kilicoglu
    Journal of Biomedical Semantics, Dec 2018
  2. Shared Task Paper
    A multi-task learning framework for extracting drugs and their interactions from drug labels
    Tung Tran, Ramakanth Kavuluru, and Halil Kilicoglu
    In Text Analysis Conference (TAC 2018) Proceedings, Nov 2018
  3. Journal Article
    Semantic annotation of consumer health questions
    Halil Kilicoglu, Asma Ben Abacha, Yassine Mrabet, Sonya E Shooshan, Laritza Rodriguez, Kate Masterton, and Dina Demner-Fushman
    BMC Bioinformatics, Feb 2018