Kirk Roberts
Orcid: 0000-0001-6525-5213
According to our database1,
Kirk Roberts
authored at least 127 papers
between 2006 and 2024.
Collaborative distances:
Collaborative distances:
Timeline
Legend:
Book In proceedings Article PhD thesis Dataset OtherLinks
Online presence:
-
on orcid.org
On csauthors.net:
Bibliography
2024
Exploring the Generalization of Cancer Clinical Trial Eligibility Classifiers Across Diseases.
CoRR, 2024
2023
BMC Medical Informatics Decis. Mak., December, 2023
Knowl. Inf. Syst., November, 2023
Discerning conversational context in online health communities for personalized digital behavior change solutions using Pragmatics to Reveal Intent in Social Media (PRISM) framework.
J. Biomed. Informatics, April, 2023
The IMPACT framework and implementation for accessible in silico clinical phenotyping in the digital era.
npj Digit. Medicine, 2023
J. Am. Medical Informatics Assoc., 2023
Question Answering for Electronic Health Records: A Scoping Review of datasets and models.
CoRR, 2023
Application of an ontology for model cards to generate computable artifacts for linking machine learning information from biomedical research.
Proceedings of the Companion Proceedings of the ACM Web Conference 2023, 2023
Self-Supervised Learning with Radiology Reports, A Comparative Analysis of Strategies for Large Vessel Occlusion and Brain CTA Images.
Proceedings of the 20th IEEE International Symposium on Biomedical Imaging, 2023
2022
Closing the loop: automatically identifying abnormal imaging results in scanned documents.
J. Am. Medical Informatics Assoc., 2022
Fine-grained spatial information extraction in radiology as two-turn question answering.
Int. J. Medical Informatics, 2022
BMC Bioinform., 2022
Proceedings of the Thirty-First Text REtrieval Conference, 2022
Proceedings of the Thirteenth Language Resources and Evaluation Conference, 2022
A Cross-document Coreference Dataset for Longitudinal Tracking across Radiology Reports.
Proceedings of the Thirteenth Language Resources and Evaluation Conference, 2022
DrugEHRQA: A Question Answering Dataset on Structured and Unstructured Electronic Health Records For Medicine Related Queries.
Proceedings of the Thirteenth Language Resources and Evaluation Conference, 2022
Proceedings of the AMIA 2022, 2022
Proceedings of the AMIA 2022, 2022
2021
Deep representation learning of patient data from Electronic Health Records (EHR): A systematic review.
J. Biomed. Informatics, 2021
Generalized and transferable patient language representation for phenotyping with limited data.
J. Biomed. Informatics, 2021
J. Biomed. Informatics, 2021
An evaluation of two commercial deep learning-based information retrieval systems for COVID-19 literature.
J. Am. Medical Informatics Assoc., 2021
Deep learning-based NLP Data Pipeline for EHR Scanned Document Information Extraction.
CoRR, 2021
CoRR, 2021
Proceedings of the SIGIR '21: The 44th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2021
Proceedings of the Digital Human Modeling and Applications in Health, Safety, Ergonomics and Risk Management. Human Body, Motion and Behavior, 2021
Dental EHR-infused Persona Ontologies to Enrich Dental Dialogue Interaction of Agents.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2021
2020
SIGIR Forum, 2020
Conversational ontology operator: patient-centric vaccine dialogue management engine for spoken conversational agents.
BMC Medical Informatics Decis. Mak., 2020
A content-based literature recommendation system for datasets to improve data reusability - A case study on Gene Expression Omnibus (GEO) datasets.
J. Biomed. Informatics, 2020
Understanding spatial language in radiology: Representation framework, annotation, and spatial relation extraction from chest X-ray reports using deep learning.
J. Biomed. Informatics, 2020
J. Am. Medical Informatics Assoc., 2020
TREC-COVID: rationale and structure of an information retrieval shared task for COVID-19.
J. Am. Medical Informatics Assoc., 2020
Int. J. Medical Informatics, 2020
CoRR, 2020
Deep Representation Learning of Patient Data from Electronic Health Records (EHR): A Systematic Review.
CoRR, 2020
CoRR, 2020
An informatics research platform to make public gene expression time-course datasets reusable for more scientific discoveries.
Database J. Biol. Databases Curation, 2020
A content-based dataset recommendation system for researchers - a case study on Gene Expression Omnibus (GEO) repository.
Database J. Biol. Databases Curation, 2020
Proceedings of the Twenty-Ninth Text REtrieval Conference, 2020
Addressing the Search Challenges of Precision Medicine with Information Retrieval Systems and Physician Readers.
Proceedings of the Digital Personalized Health and Medicine - Proceedings of MIE 2020, Medical Informatics Europe, Geneva, Switzerland, April 28, 2020
Evaluation of Dataset Selection for Pre-Training and Fine-Tuning Transformer Language Models for Clinical Question Answering.
Proceedings of The 12th Language Resources and Evaluation Conference, 2020
Rad-SpatialNet: A Frame-based Resource for Fine-Grained Spatial Relations in Radiology Reports.
Proceedings of The 12th Language Resources and Evaluation Conference, 2020
Proceedings of the 28th International Conference on Computational Linguistics, 2020
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2020
Proceedings of the AMIA 2020, 2020
Deep Representation Learning of Patient Data from Electronic Health Records: A Systematic Review.
Proceedings of the AMIA 2020, 2020
2019
Distributed learning from multiple EHR databases: Contextual embedding models for medical events.
J. Biomed. Informatics, 2019
A frame semantic overview of NLP-based information extraction for cancer-related EHR notes.
J. Biomed. Informatics, 2019
J. Am. Medical Informatics Assoc., 2019
Conceiving an application ontology to model patient human papillomavirus vaccine counseling for dialogue management.
BMC Bioinform., 2019
Proceedings of the Twenty-Eighth Text REtrieval Conference, 2019
Proceedings of the 4th International Workshop on Semantics-Powered Data Mining and Analytics co-located with the 18th International Semantic Web Conference (ISWC 2019), 2019
Characterization of Behavioral Transitions Through Social Media Analysis: A Mixed-Methods Approach.
Proceedings of the MEDINFO 2019: Health and Wellbeing e-Networks for All, 2019
Proceedings of the Improving Usability, Safety and Patient Outcomes with Health Information Technology, 2019
Proceedings of the 18th BioNLP Workshop and Shared Task, 2019
Proceedings of the 18th BioNLP Workshop and Shared Task, 2019
Ontology of Consumer Health Vocabulary: providing a formal and interoperable semantic resource for linking lay language and medical terminology.
Proceedings of the 2019 IEEE International Conference on Bioinformatics and Biomedicine, 2019
Proceedings of the AMIA 2019, 2019
Using FHIR to Construct a Corpus of Clinical Questions Annotated with Logical Forms and Answers.
Proceedings of the AMIA 2019, 2019
Proceedings of the AMIA 2019, 2019
A frame semantic overview of NLP-based information extraction for cancer-related EHR notes: a scoping review.
Proceedings of the AMIA 2019, 2019
2018
Proceedings of the Twenty-Seventh Text REtrieval Conference, 2018
Proceedings of the Eleventh International Conference on Language Resources and Evaluation, 2018
Proceedings of the AMIA 2018, 2018
Benchmarking Information Retrieval for Precision Oncology: the TREC Precision Medicine Track.
Proceedings of the AMIA 2018, 2018
Adverse Reactions and Drug-Drug Interaction Extraction tracks at the Text Analysis Conference (TAC).
Proceedings of the AMIA 2018, 2018
2017
A protocol-driven approach to automatically finding authoritative answers to consumer health questions in online resources.
J. Assoc. Inf. Sci. Technol., 2017
Biomedical informatics advancing the national health agenda: the AMIA 2015 year-in-review in clinical and consumer informatics.
J. Am. Medical Informatics Assoc., 2017
Information retrieval for biomedical datasets: the 2016 bioCADDIE dataset retrieval challenge.
Database J. Biol. Databases Curation, 2017
A publicly available benchmark for biomedical dataset retrieval: the reference standard for the 2016 bioCADDIE dataset retrieval challenge.
Database J. Biol. Databases Curation, 2017
Proceedings of The Twenty-Sixth Text REtrieval Conference, 2017
Proceedings of the 2017 Text Analysis Conference, 2017
Proceedings of the Fetal, Infant and Ophthalmic Medical Image Analysis, 2017
Interweaving Domain Knowledge and Unsupervised Learning for Psychiatric Stressor Extraction from Clinical Notes.
Proceedings of the Advances in Artificial Intelligence: From Theory to Practice, 2017
Proceedings of the Experimental IR Meets Multilinguality, Multimodality, and Interaction, 2017
Proceedings of the Working Notes of CLEF 2017, 2017
Proceedings of the AMIA 2017, 2017
Proceedings of the AMIA 2017, 2017
Leveraging existing corpora for de-identification of psychiatric notes using domain adaptation.
Proceedings of the AMIA 2017, 2017
2016
Interactive use of online health resources: a comparison of consumer and professional questions.
J. Am. Medical Informatics Assoc., 2016
State-of-the-art in biomedical literature retrieval for clinical cases: a survey of the TREC 2014 CDS track.
Inf. Retr. J., 2016
Proceedings of The Twenty-Fifth Text REtrieval Conference, 2016
Proceedings of the Tenth International Conference on Language Resources and Evaluation LREC 2016, 2016
Proceedings of the Tenth International Conference on Language Resources and Evaluation LREC 2016, 2016
Learning to Read Chest X-Rays: Recurrent Neural Cascade Model for Automated Image Annotation.
Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition, 2016
Combining Open-domain and Biomedical Knowledge for Topic Recognition in Consumer Health Questions.
Proceedings of the AMIA 2016, 2016
Assessing the Corpus Size vs. Similarity Trade-off for Word Embeddings in Clinical NLP.
Proceedings of the Clinical Natural Language Processing Workshop, 2016
2015
The role of fine-grained annotations in supervised recognition of risk factors for heart disease from EHRs.
J. Biomed. Informatics, 2015
Proceedings of The Twenty-Fourth Text REtrieval Conference, 2015
Automatic Extraction and Post-coordination of Spatial Relations in Consumer Language.
Proceedings of the AMIA 2015, 2015
Proceedings of the AMIA 2015, 2015
2014
Proceedings of the Ninth International Conference on Language Resources and Evaluation, 2014
Proceedings of BioNLP, Baltimore, Maryland, USA, 2014
Proceedings of BioNLP, Baltimore, Maryland, USA, 2014
Proceedings of the AMIA 2014, 2014
Proceedings of the AMIA 2014, 2014
2013
A flexible framework for recognizing events, temporal expressions, and temporal relations in clinical text.
J. Am. Medical Informatics Assoc., 2013
Proceedings of the 10th International Conference on Computational Semantics, 2013
2012
J. Am. Medical Informatics Assoc., 2012
Proceedings of The Twenty-First Text REtrieval Conference, 2012
Proceedings of the 6th International Workshop on Semantic Evaluation, 2012
Proceedings of the 6th International Workshop on Semantic Evaluation, 2012
Proceedings of the Eighth International Conference on Language Resources and Evaluation, 2012
Proceedings of the Eighth International Conference on Language Resources and Evaluation, 2012
Proceedings of the SIGSPATIAL 2012 International Conference on Advances in Geographic Information Systems (formerly known as GIS), 2012
A Machine Learning Approach for Identifying Anatomical Locations of Actionable Findings in Radiology Reports.
Proceedings of the AMIA 2012, 2012
2011
J. Am. Medical Informatics Assoc., 2011
J. Am. Medical Informatics Assoc., 2011
Int. J. Semantic Comput., 2011
Proceedings of The Twentieth Text REtrieval Conference, 2011
Proceedings of the 5th IEEE International Conference on Semantic Computing (ICSC 2011), 2011
Unsupervised Learning of Selectional Restrictions and Detection of Argument Coercions.
Proceedings of the 2011 Conference on Empirical Methods in Natural Language Processing, 2011
2010
Proceedings of the 5th International Workshop on Semantic Evaluation, 2010
Proceedings of the International Conference on Language Resources and Evaluation, 2010
Proceedings of the International Conference on Language Resources and Evaluation, 2010
Proceedings of the Twenty-Third International Florida Artificial Intelligence Research Society Conference, 2010
2009
Proceedings of the 2009 Workshop on Applied Textual Inference, 2009
2008
Proceedings of the International Conference on Language Resources and Evaluation, 2008
2007
Proceedings of The Sixteenth Text REtrieval Conference, 2007
2006
Proceedings of the Fifteenth Text REtrieval Conference, 2006