Jungwei Fan
According to our database1,
Jungwei Fan
authored at least 45 papers
between 2002 and 2024.
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Bibliography
2024
FedFSA: Hybrid and federated framework for functional status ascertainment across institutions.
J. Biomed. Informatics, 2024
2023
Frontiers Digit. Health, March, 2023
Proceedings of the 11th IEEE International Conference on Healthcare Informatics, 2023
2022
Quality assessment of functional status documentation in EHRs across different healthcare institutions.
Frontiers Digit. Health, 2022
RxWhyQA: a clinical question-answering dataset with the challenge of multi-answer questions.
CoRR, 2022
Proceedings of the 10th IEEE International Conference on Healthcare Informatics, 2022
Effects of Information Masking in the Task-Specific Finetuning of a Transformers-Based Clinical Question-Answering Framework.
Proceedings of the 10th IEEE International Conference on Healthcare Informatics, 2022
Proceedings of the AMIA 2022, 2022
2021
An aberration detection-based approach for sentinel syndromic surveillance of COVID-19 and other novel influenza-like illnesses.
J. Biomed. Informatics, 2021
The Implication of Latent Information Quality to the Reproducibility of Secondary Use of Electronic Health Records.
Proceedings of the MEDINFO 2021: One World, One Health - Global Partnership for Digital Innovation, 2021
Identification of Transportation Barriers in Patient Portal Messages via Deep Semantic Embeddings and Clustering.
Proceedings of the MEDINFO 2021: One World, One Health - Global Partnership for Digital Innovation, 2021
Proceedings of the AMIA 2021, American Medical Informatics Association Annual Symposium, San Diego, CA, USA, October 30, 2021, 2021
Development of a Clinical Question-Answering Corpus with Realistic Multi-Answer Challenges.
Proceedings of the AMIA 2021, American Medical Informatics Association Annual Symposium, San Diego, CA, USA, October 30, 2021, 2021
Disparity analysis of patient portal messaging use for COVID-19 in urban versus rural locality.
Proceedings of the AMIA 2021, American Medical Informatics Association Annual Symposium, San Diego, CA, USA, October 30, 2021, 2021
Patient Asynchronous Response to Coronavirus Disease 2019 (COVID-19): A Retrospective Analysis of Patient Portal Messages.
Proceedings of the AMIA 2021, American Medical Informatics Association Annual Symposium, San Diego, CA, USA, October 30, 2021, 2021
2020
J. Am. Medical Informatics Assoc., 2020
Proceedings of the 33rd IEEE International Symposium on Computer-Based Medical Systems, 2020
A Perturbation Approach to Assessing BERT Robustness for Different Linguistic Aspects in Medical Question-Answering.
Proceedings of the AMIA 2020, 2020
Big Impact from Small Data: Unsupervised Machine Learning Approaches for Chronic Pain Patient Subgrouping.
Proceedings of the AMIA 2020, 2020
Annotating Chronic Pain Episodes in EHR Text: Guideline Development and Corpus Analysis.
Proceedings of the AMIA 2020, 2020
Deep Semantic Embeddings and Clustering to Facilitate Identification of Transportation Barriers in Patient Portal Messages.
Proceedings of the AMIA 2020, 2020
How You Ask Matters: The Effect of Paraphrastic Questions to BERT Performance on a Clinical SQuAD Dataset.
Proceedings of the 3rd Clinical Natural Language Processing Workshop, 2020
2019
Desiderata for delivering NLP to accelerate healthcare AI advancement and a Mayo Clinic NLP-as-a-service implementation.
npj Digit. Medicine, 2019
Adapting and evaluating a deep learning language model for clinical why-question answering.
CoRR, 2019
Proceedings of the 2019 IEEE International Conference on Big Data (IEEE BigData), 2019
Tuning and Evaluating a State-of-the-Art Machine Comprehension Model for Clinical Why-Question Answering.
Proceedings of the AMIA 2019, 2019
2015
BMC Medical Informatics Decis. Mak., 2015
Risk factor detection for heart disease by applying text analytics in electronic medical records.
J. Biomed. Informatics, 2015
Finding Difficult-to-Disambiguate Words: Towards an Efficient Workflow to Implement Word Sense Disambiguation.
Proceedings of the 2015 International Conference on Healthcare Informatics, 2015
2014
Proceedings of the AMIA 2014, 2014
2013
Research and applications: Syntactic parsing of clinical text: guideline and corpus development with handling ill-formed sentences.
J. Am. Medical Informatics Assoc., 2013
Disorder Concept Identification from Clinical Notes: an Experience with the ShARe/CLEF 2013 Challenge.
Proceedings of the Working Notes for CLEF 2013 Conference , 2013
2011
Deriving a probabilistic syntacto-semantic grammar for biomedicine based on domain-specific terminologies.
J. Biomed. Informatics, 2011
Proceedings of the 2011 IEEE International Conference on Bioinformatics and Biomedicine Workshops, 2011
2009
A review of auditing methods applied to the content of controlled biomedical terminologies.
J. Biomed. Informatics, 2009
Proceedings of the AMIA 2009, 2009
2008
Proceedings of the AMIA 2008, 2008
2007
Research Paper: Semantic Classification of Biomedical Concepts Using Distributional Similarity.
J. Am. Medical Informatics Assoc., 2007
Using contextual and lexical features to restructure and validate the classification of biomedical concepts.
BMC Bioinform., 2007
Proceedings of the MEDINFO 2007 - Proceedings of the 12th World Congress on Health (Medical) Informatics, 2007
Proceedings of the Biological, translational, and clinical language processing, 2007
Proceedings of the AMIA 2007, 2007
2002
J. Inf. Knowl. Manag., 2002