Dina Demner-Fushman
Orcid: 0000-0002-4361-5799
According to our database1,
Dina Demner-Fushman
authored at least 238 papers
between 2002 and 2023.
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Bibliography
2023
Knowl. Based Syst., October, 2023
The National Library of Medicine indexer assignment dataset: A new large-scale dataset for reviewer assignment research.
J. Assoc. Inf. Sci. Technol., February, 2023
Towards Answering Health-related Questions from Medical Videos: Datasets and Approaches.
CoRR, 2023
Empowering Language Model with Guided Knowledge Fusion for Biomedical Document Re-ranking.
CoRR, 2023
2022
J. Biomed. Informatics, 2022
J. Am. Medical Informatics Assoc., 2022
CoRR, 2022
Proceedings of the Thirty-First Text REtrieval Conference, 2022
Proceedings of the 21st Workshop on Biomedical Language Processing, 2022
2021
J. Biomed. Informatics, 2021
Multi-Task Transfer Learning with Data Augmentation for Recognizing Question Entailment in the Medical Domain.
Proceedings of the 9th IEEE International Conference on Healthcare Informatics, 2021
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2021, 2021
The 2021 ImageCLEF Benchmark: Multimedia Retrieval in Medical, Nature, Internet and Social Media Applications.
Proceedings of the Advances in Information Retrieval, 2021
NLM at BioASQ Synergy 2021: Deep Learning-based Methods for Biomedical Semantic Question Answering about COVID-19.
Proceedings of the Working Notes of CLEF 2021 - Conference and Labs of the Evaluation Forum, Bucharest, Romania, September 21st - to, 2021
Proceedings of the Working Notes of CLEF 2021 - Conference and Labs of the Evaluation Forum, Bucharest, Romania, September 21st - to, 2021
Overview of the ImageCLEF 2021: Multimedia Retrieval in Medical, Nature, Internet and Social Media Applications.
Proceedings of the Experimental IR Meets Multilinguality, Multimodality, and Interaction, 2021
Overview of the VQA-Med Task at ImageCLEF 2021: Visual Question Answering and Generation in the Medical Domain.
Proceedings of the Working Notes of CLEF 2021 - Conference and Labs of the Evaluation Forum, Bucharest, Romania, September 21st - to, 2021
Proceedings of the 20th Workshop on Biomedical Language Processing, 2021
Reproducibility in biomedical natural language processing: A FAIR approach to what we need to know.
Proceedings of the AMIA 2021, American Medical Informatics Association Annual Symposium, San Diego, CA, USA, October 30, 2021, 2021
Reinforcement Learning for Abstractive Question Summarization with Question-aware Semantic Rewards.
Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, 2021
Proceedings of the Workshop on Scientific Document Understanding co-located with 35th AAAI Conference on Artificial Inteligence, 2021
Proceedings of the Workshop on Scientific Document Understanding co-located with 35th AAAI Conference on Artificial Inteligence, 2021
2020
SIGIR Forum, 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
TREC-COVID: rationale and structure of an information retrieval shared task for COVID-19.
J. Am. Medical Informatics Assoc., 2020
A customizable deep learning model for nosocomial risk prediction from critical care notes with indirect supervision.
J. Am. Medical Informatics Assoc., 2020
Consumer health information and question answering: helping consumers find answers to their health-related information needs.
J. Am. Medical Informatics Assoc., 2020
Proceedings of the Twenty-Ninth Text REtrieval Conference, 2020
Proceedings of the Twenty-Ninth Text REtrieval Conference, 2020
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2020, 2020
ImageCLEF 2020: Multimedia Retrieval in Lifelogging, Medical, Nature, and Internet Applications.
Proceedings of the Advances in Information Retrieval, 2020
Proceedings of the 28th International Conference on Computational Linguistics, 2020
Flight of the PEGASUS? Comparing Transformers on Few-shot and Zero-shot Multi-document Abstractive Summarization.
Proceedings of the 28th International Conference on Computational Linguistics, 2020
Overview of the ImageCLEF 2020: Multimedia Retrieval in Medical, Lifelogging, Nature, and Internet Applications.
Proceedings of the Experimental IR Meets Multilinguality, Multimodality, and Interaction, 2020
Overview of the VQA-Med Task at ImageCLEF 2020: Visual Question Answering and Generation in the Medical Domain.
Proceedings of the Working Notes of CLEF 2020, 2020
Proceedings of the AMIA 2020, 2020
2019
J. Am. Medical Informatics Assoc., 2019
Bridging the Knowledge Gap: Enhancing Question Answering with World and Domain Knowledge.
CoRR, 2019
Proceedings of the Twenty-Eighth Text REtrieval Conference, 2019
Proceedings of the 2019 Text Analysis Conference, 2019
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2019
Proceedings of the Visually Grounded Interaction and Language (ViGIL), 2019
Proceedings of the MEDINFO 2019: Health and Wellbeing e-Networks for All, 2019
ImageCLEF 2019: Multimedia Retrieval in Lifelogging, Medical, Nature, and Security Applications.
Proceedings of the Advances in Information Retrieval, 2019
Proceedings of the Experimental IR Meets Multilinguality, Multimodality, and Interaction, 2019
Proceedings of the Working Notes of CLEF 2019, 2019
Overview of the MEDIQA 2019 Shared Task on Textual Inference, Question Entailment and Question Answering.
Proceedings of the 18th BioNLP Workshop and Shared Task, 2019
Proceedings of the AMIA 2019, 2019
Proceedings of the AMIA 2019, 2019
Proceedings of the AMIA 2019, 2019
Proceedings of the AMIA 2019, 2019
Deep Learning from Incomplete Data: Detecting Imminent Risk of Hospital-acquired Pneumonia in ICU Patients.
Proceedings of the AMIA 2019, 2019
Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019
2018
Proceedings of the Twenty-Seventh Text REtrieval Conference, 2018
Proceedings of the 2018 Text Analysis Conference, 2018
Proceedings of the Information Management and Big Data, 5th International Conference, 2018
Proceedings of the Working Notes of CLEF 2018, 2018
Benchmarking Information Retrieval for Precision Oncology: the TREC Precision Medicine Track.
Proceedings of the AMIA 2018, 2018
Proceedings of the AMIA 2018, 2018
Increasing UMLS Coverage and Reducing Ambiguity via Automated Creation of Synonymous Terms.
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
Automated classification of eligibility criteria in clinical trials to facilitate patient-trial matching for specific patient populations.
J. Am. Medical Informatics Assoc., 2017
J. Am. Medical Informatics Assoc., 2017
J. Biomed. Semant., 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 Twenty-Sixth Text REtrieval Conference, 2017
Proceedings of the 2017 Text Analysis Conference, 2017
NLM_NIH at SemEval-2017 Task 3: from Question Entailment to Question Similarity for Community Question Answering.
Proceedings of the 11th International Workshop on Semantic Evaluation, 2017
Proceedings of the Working Notes of CLEF 2017, 2017
Proceedings of the 2017 IEEE International Conference on Bioinformatics and Biomedicine, 2017
Proceedings of the AMIA 2017, 2017
Proceedings of the AMIA 2017, 2017
Proceedings of the AMIA 2017, 2017
Proceedings of the AMIA 2017, 2017
Proceedings of the AMIA 2017, 2017
Proceedings of the 55th Annual Meeting of the Association for Computational Linguistics, 2017
2016
Interactive use of online health resources: a comparison of consumer and professional questions.
J. Am. Medical Informatics Assoc., 2016
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
Int. J. Comput. Linguistics Appl., 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
Proceedings of the ECAI 2016 - 22nd European Conference on Artificial Intelligence, 29 August-2 September 2016, The Hague, The Netherlands, 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
Proceedings of the COLING 2016, 2016
Proceedings of the 29th IEEE International Symposium on Computer-Based Medical Systems, 2016
Proceedings of the AMIA 2016, 2016
Combining Open-domain and Biomedical Knowledge for Topic Recognition in Consumer Health Questions.
Proceedings of the AMIA 2016, 2016
Proceedings of the AMIA 2016, 2016
Natural Language Processing Working Group Pre-Symposium: Graduate Student Consortium and 'Hackathon'.
Proceedings of the AMIA 2016, 2016
Proceedings of the AMIA 2016, 2016
Proceedings of the 2nd International Workshop on Natural Language Generation and the Semantic Web, 2016
2015
The role of fine-grained annotations in supervised recognition of risk factors for heart disease from EHRs.
J. Biomed. Informatics, 2015
Comput. Medical Imaging Graph., 2015
Evaluating performance of biomedical image retrieval systems - An overview of the medical image retrieval task at ImageCLEF 2004-2013.
Comput. Medical Imaging Graph., 2015
A decade of community-wide efforts in advancing medical image understanding and retrieval.
Comput. Medical Imaging Graph., 2015
Proceedings of the Multimodal Retrieval in the Medical Domain, 2015
Proceedings of the 2015 IEEE International Conference on Bioinformatics and Biomedicine, 2015
Automatic Classification of Structured Product Labels for Pregnancy Risk Drug Categories, a Machine Learning Approach.
Proceedings of the AMIA 2015, 2015
Automatic Extraction and Post-coordination of Spatial Relations in Consumer Language.
Proceedings of the AMIA 2015, 2015
Proceedings of the AMIA 2015, 2015
Proceedings of the AMIA 2015, 2015
Proceedings of the AMIA 2015, 2015
2014
Research and applications: Combining structured and unstructured data to identify a cohort of ICU patients who received dialysis.
J. Am. Medical Informatics Assoc., 2014
Multimodal biomedical image indexing and retrieval using descriptive text and global feature mapping.
Inf. Retr., 2014
Interactive cross and multimodal biomedical image retrieval based on automatic region-of-interest (ROI) identification and classification.
Int. J. Multim. Inf. Retr., 2014
Integrating visual words as bunch of n-grams for effective biomedical image classification.
Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2014
Proceedings of the Ninth International Conference on Language Resources and Evaluation, 2014
Proceedings of the Document Recognition and Retrieval XXI, 2014
Proceedings of the Document Recognition and Retrieval XXI, 2014
Proceedings of the Working Notes for CLEF 2014 Conference, 2014
Proceedings of the 2014 IEEE 27th International Symposium on Computer-Based Medical Systems, 2014
Proceedings of the 2014 IEEE 27th International Symposium on Computer-Based Medical Systems, 2014
Proceedings of the 2014 IEEE 27th International Symposium on Computer-Based Medical Systems, 2014
Proceedings of BioNLP, Baltimore, Maryland, USA, 2014
Proceedings of BioNLP, Baltimore, Maryland, USA, 2014
Proceedings of the 2014 IEEE International Conference on Bioinformatics and Biomedicine, 2014
Proceedings of the AMIA 2014, 2014
Proceedings of the AMIA 2014, 2014
Proceedings of the AMIA 2014, 2014
Proceedings of the AMIA 2014, 2014
Proceedings of the AMIA 2014, 2014
2013
Image retrieval from scientific publications: Text and image content processing to separate multipanel figures.
J. Assoc. Inf. Sci. Technol., 2013
Extracting drug indication information from structured product labels using natural language processing.
J. Am. Medical Informatics Assoc., 2013
Multimodal biomedical image retrieval using hierarchical classification and modality fusion.
Int. J. Multim. Inf. Retr., 2013
Proceedings of the MEDINFO 2013, 2013
Proceedings of the IEEE International Conference on Healthcare Informatics, 2013
A robust pointer segmentation in biomedical images toward building a visual ontology for biomedical article retrieval.
Proceedings of the Document Recognition and Retrieval XX, 2013
Annotating image ROIs with text descriptions for multimodal biomedical document retrieval.
Proceedings of the Document Recognition and Retrieval XX, 2013
Proceedings of the Working Notes for CLEF 2013 Conference , 2013
Proceedings of the Working Notes for CLEF 2013 Conference , 2013
Proceedings of the 2013 Workshop on Biomedical Natural Language Processing, 2013
Proceedings of the AMIA 2013, 2013
Proceedings of the AMIA 2013, 2013
Proceedings of the AMIA 2013, 2013
2012
A One-Size-Fits-All Indexing Method Does Not Exist: Automatic Selection Based on Meta-Learning.
J. Comput. Sci. Eng., 2012
J. Comput. Sci. Eng., 2012
J. Biomed. Informatics, 2012
J. Biomed. Informatics, 2012
Screening nonrandomized studies for medical systematic reviews: A comparative study of classifiers.
Artif. Intell. Medicine, 2012
Proceedings of The Twenty-First Text REtrieval Conference, 2012
Proceedings of the ACM International Health Informatics Symposium, 2012
An Interactive Image Retrieval Framework for Biomedical Articles Based on Visual Region-of- Interest (ROI) Identification and Classification.
Proceedings of the 2012 IEEE Second International Conference on Healthcare Informatics, 2012
Proceedings of the Data Integration in the Life Sciences - 8th International Conference, 2012
ITI's Participation in the ImageCLEF 2012 Medical Retrieval and Classification Tasks.
Proceedings of the CLEF 2012 Evaluation Labs and Workshop, 2012
Proceedings of the CLEF 2012 Evaluation Labs and Workshop, 2012
Proceedings of the 2012 Workshop on Biomedical Natural Language Processing, 2012
Proceedings of the AMIA 2012, 2012
Proceedings of the AMIA 2012, 2012
Proceedings of the AMIA 2012, 2012
Proceedings of the Mining Text Data, 2012
2011
An image feature-based approach to automatically find images for application to clinical decision support.
Comput. Medical Imaging Graph., 2011
Proceedings of The Twentieth Text REtrieval Conference, 2011
Proceedings of the Medical Content-Based Retrieval for Clinical Decision Support, 2011
Proceedings of the 2011 International Conference on Document Analysis and Recognition, 2011
Automatic identification of ROI in figure images toward improving hybrid (text and image) biomedical document retrieval.
Proceedings of the Document Recognition and Retrieval XVIII, 2011
Text and Content-based Approaches to Image Modality Classification and Retrieval for the ImageCLEF 2011 Medical Retrieval Track.
Proceedings of the CLEF 2011 Labs and Workshop, 2011
Automatic Extraction of Lexico-Syntactic Patterns for Detection of Negation and Speculation Scopes.
Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies, Proceedings of the Conference, 19-24 June, 2011, Portland, Oregon, USA, 2011
2010
UMLS content views appropriate for NLP processing of the biomedical literature vs. clinical text.
J. Biomed. Informatics, 2010
J. Am. Medical Informatics Assoc., 2010
Proceedings of the Fourth International Symposium for Semantic Mining in Biomedicine, 2010
Proceedings of the MEDINFO 2010, 2010
Biomedical article retrieval using multimodal features and image annotations in region-based CBIR.
Proceedings of the Document Recognition and Retrieval XVII, 2010
Text- and Content-based Approaches to Image Modality Detection and Retrieval for the ImageCLEF 2010 Medical Retrieval Track.
Proceedings of the CLEF 2010 LABs and Workshops, 2010
2009
Automatic summarization of MEDLINE citations for evidence-based medical treatment: A topic-oriented evaluation.
J. Biomed. Informatics, 2009
J. Biomed. Informatics, 2009
Viewpoint Paper: Towards Automatic Recognition of Scientifically Rigorous Clinical Research Evidence.
J. Am. Medical Informatics Assoc., 2009
Int. J. Medical Informatics, 2009
The potential for automated question answering in the context of genomic medicine: an assessment of existing resources and properties of answers.
BMC Bioinform., 2009
Towards Automatic Image Region Annotation - Image Region Textual Coreference Resolution.
Proceedings of the Human Language Technologies: Conference of the North American Chapter of the Association of Computational Linguistics, Proceedings, May 31, 2009
Proceedings of the Medical Content-Based Retrieval for Clinical Decision Support, 2009
Using Non-Lexical Features to Identify Effective Indexing Terms for Biomedical Illustrations.
Proceedings of the EACL 2009, 12th Conference of the European Chapter of the Association for Computational Linguistics, Proceedings of the Conference, Athens, Greece, March 30, 2009
Proceedings of the Document Recognition and Retrieval XVI, 2009
Text- and Content-based Approaches to Image Retrieval for the ImageCLEF 2009 Medical Retrieval Track.
Proceedings of the Working Notes for CLEF 2009 Workshop co-located with the 13th European Conference on Digital Libraries (ECDL 2009) , Corfù, Greece, September 30, 2009
2008
Exploring use of images in clinical articles for decision support in evidence-based medicine.
Proceedings of the Document Recognition and Retrieval XV, 2008
Proceedings of the AMIA 2008, 2008
Proceedings of the AMIA 2008, 2008
Methodology for Creating UMLS Content Views Appropriate for Biomedical Natural Language Processing.
Proceedings of the AMIA 2008, 2008
Adapting Naturally Occurring Test Suites for Evaluation of Clinical Question Answering.
Proceedings of the Software Engineering, 2008
2007
J. Am. Medical Informatics Assoc., 2007
Application of Information Technology: Essie: A Concept-based Search Engine for Structured Biomedical Text.
J. Am. Medical Informatics Assoc., 2007
Research Paper: Using Wireless Handheld Computers to Seek Information at the Point of Care: An Evaluation by Clinicians.
J. Am. Medical Informatics Assoc., 2007
Comput. Linguistics, 2007
Proceedings of The Sixteenth Text REtrieval Conference, 2007
Proceedings of the Biocomputing 2007, 2007
Proceedings of the Workshops Proceedings of the 7th IEEE International Conference on Data Mining (ICDM 2007), 2007
Proceedings of the Biological, translational, and clinical language processing, 2007
From indexing the biomedical literature to coding clinical text: experience with MTI and machine learning approaches.
Proceedings of the Biological, translational, and clinical language processing, 2007
Proceedings of the AMIA 2007, 2007
2006
Word sense disambiguation by selecting the best semantic type based on Journal Descriptor Indexing: Preliminary experiment.
J. Assoc. Inf. Sci. Technol., 2006
Research Paper: Automatically Identifying Health Outcome Information in MEDLINE Records.
J. Am. Medical Informatics Assoc., 2006
Finding Relevant Passages in Scientific Articles: Fusion of Automatic Approaches vs. an Interactive Team Effort.
Proceedings of the Fifteenth Text REtrieval Conference, 2006
Proceedings of the SIGIR 2006: Proceedings of the 29th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2006
The role of knowledge in conceptual retrieval: a study in the domain of clinical medicine.
Proceedings of the SIGIR 2006: Proceedings of the 29th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2006
Proceedings of the Human Language Technology Conference of the North American Chapter of the Association of Computational Linguistics, 2006
Proceedings of the Workshop on Linking Natural Language and Biology, 2006
Proceedings of the AMIA 2006, 2006
Proceedings of the AMIA 2006, 2006
Preliminary Comparison of Three Search Engines for Point of Care Access to MEDLINE<sup>®</sup> Citations.
Proceedings of the AMIA 2006, 2006
Proceedings of the AMIA 2006, 2006
Answer Extraction, Semantic Clustering, and Extractive Summarization for Clinical Question Answering.
Proceedings of the ACL 2006, 2006
2005
Proceedings of the Fourteenth Text REtrieval Conference, 2005
Fusion of Knowledge-Intensive and Statistical Approaches for Retrieving and Annotating Textual Genomics Documents.
Proceedings of the Fourteenth Text REtrieval Conference, 2005
Proceedings of the HLT/EMNLP 2005, 2005
Semantic characteristics of MEDLINE citations useful for therapeutic decision-making.
Proceedings of the AMIA 2005, 2005
Proceedings of the AMIA 2005, 2005
The Role of Title, Metadata and Abstract in Identifying Clinically Relevant Journal Articles.
Proceedings of the AMIA 2005, 2005
Proceedings of the Workshop on Intrinsic and Extrinsic Evaluation Measures for Machine Translation and/or Summarization@ACL 2005, 2005
2004
Proceedings of the Thirteenth Text REtrieval Conference, 2004
Knowledge-Intensive and Statistical Approaches to the Retrieval and Annotation of Genomics MEDLINE Citations.
Proceedings of the Thirteenth Text REtrieval Conference, 2004
PubMed on Tap: Discovering Design Principles for Online Information Delivery to Handheld Computers.
Proceedings of the MEDINFO 2004, 2004
Proceedings of the MEDINFO 2004, 2004
Proceedings of the MEDINFO 2004, 2004
Proceedings of the 17th IEEE Symposium on Computer-Based Medical Systems (CBMS 2004), 2004
2003
ACM Trans. Asian Lang. Inf. Process., 2003
Proceedings of The Twelfth Text REtrieval Conference, 2003
Proceedings of The Twelfth Text REtrieval Conference, 2003
The Effect of Bilingual Term List Size on Dictionary-Based Cross-Language Information Retrieval.
Proceedings of the 36th Hawaii International Conference on System Sciences (HICSS-36 2003), 2003
Proceedings of the Document Recognition and Retrieval X, 2003
2002
Proceedings of the Text, Speech and Dialogue, 5th International Conference, 2002