Sunyang Fu
Orcid: 0000-0003-1691-5179
According to our database1,
Sunyang Fu
authored at least 58 papers
between 2015 and 2024.
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Bibliography
2024
Characterizing the progression from mild cognitive impairment to dementia: a network analysis of longitudinal clinical visits.
BMC Medical Informatics Decis. Mak., December, 2024
A framework for human evaluation of large language models in healthcare derived from literature review.
npj Digit. Medicine, 2024
FedFSA: Hybrid and federated framework for functional status ascertainment across institutions.
J. Biomed. Informatics, 2024
Automatic uncovering of patient primary concerns in portal messages using a fusion framework of pretrained language models.
J. Am. Medical Informatics Assoc., 2024
A taxonomy for advancing systematic error analysis in multi-site electronic health record-based clinical concept extraction.
J. Am. Medical Informatics Assoc., 2024
Stratifying heart failure patients with graph neural network and transformer using Electronic Health Records to optimize drug response prediction.
J. Am. Medical Informatics Assoc., 2024
A Literature Review and Framework for Human Evaluation of Generative Large Language Models in Healthcare.
CoRR, 2024
Wonder at Chemotimelines 2024: MedTimeline: An End-to-End NLP System for Timeline Extraction from Clinical Narratives.
Proceedings of the 6th Clinical Natural Language Processing Workshop, 2024
2023
An open natural language processing (NLP) framework for EHR-based clinical research: a case demonstration using the National COVID Cohort Collaborative (N3C).
J. Am. Medical Informatics Assoc., November, 2023
Systematic design and data-driven evaluation of social determinants of health ontology (SDoHO).
J. Am. Medical Informatics Assoc., August, 2023
The IMPACT framework and implementation for accessible in silico clinical phenotyping in the digital era.
npj Digit. Medicine, 2023
BiomedGPT: A Unified and Generalist Biomedical Generative Pre-trained Transformer for Vision, Language, and Multimodal Tasks.
CoRR, 2023
Proceedings of the MEDINFO 2023 - The Future Is Accessible, 2023
Proceedings of the 11th IEEE International Conference on Healthcare Informatics, 2023
Identifying Major Depressive Disorder From Clinical Notes Using Neural Language Models with Distant Supervision.
Proceedings of the 11th IEEE International Conference on Healthcare Informatics, 2023
Proceedings of the 11th IEEE International Conference on Healthcare Informatics, 2023
Harnessing Transfer Learning for Dementia Prediction: Leveraging Sex-Different Mild Cognitive Impairment Prognosis.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2023
2022
npj Digit. Medicine, 2022
Real-time risk prediction of colorectal surgery-related post-surgical complications using GRU-D model.
J. Biomed. Informatics, 2022
Int. J. Medical Informatics, 2022
Quality assessment of functional status documentation in EHRs across different healthcare institutions.
Frontiers Digit. Health, 2022
CoRR, 2022
Briefings Bioinform., 2022
Evaluation of mCODE Coverage in EHR: a Scoping Review of Cancer Natural Language Processing.
Proceedings of the 10th IEEE International Conference on Healthcare Informatics, 2022
Evaluation of Document-Level Identification of Pulmonary Nodules in Radiology Reports Using FLAIR Natural Language Processing Framework.
Proceedings of the 10th IEEE International Conference on Healthcare Informatics, 2022
Aspect-based Sentiment Analysis of Radiology Patient Experience Surveys: A Cohort Study.
Proceedings of the 10th IEEE International Conference on Healthcare Informatics, 2022
Detection of Dementia Signals from Longitudinal Clinical Visits Using One-Class Classification.
Proceedings of the 10th IEEE International Conference on Healthcare Informatics, 2022
Proceedings of the 10th IEEE International Conference on Healthcare Informatics, 2022
Proceedings of the AMIA 2022, 2022
Towards User-centered Corpus Development: Lessons Learnt from Designing and Developing MedTator.
Proceedings of the AMIA 2022, 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
An Open Natural Language Processing Development Framework for EHR-based Clinical Research: A case demonstration using the National COVID Cohort Collaborative (N3C).
CoRR, 2021
Neural Language Models with Distant Supervision to Identify Major Depressive Disorder from Clinical Notes.
CoRR, 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
Proceedings of the MEDINFO 2021: One World, One Health - Global Partnership for Digital Innovation, 2021
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2021
Deep Learning Approaches for Breast Cancer Characteristics Extraction from Electronic Health Records.
Proceedings of the AMIA 2021, American Medical Informatics Association Annual Symposium, San Diego, CA, USA, October 30, 2021, 2021
Detecting Major Depressive Disorder from Clinical Notes using Neural Language Models with Distant Supervision.
Proceedings of the AMIA 2021, American Medical Informatics Association Annual Symposium, San Diego, CA, USA, October 30, 2021, 2021
2020
Assessment of the impact of EHR heterogeneity for clinical research through a case study of silent brain infarction.
BMC Medical Informatics Decis. Mak., 2020
Lang. Resour. Evaluation, 2020
DeepTKAClassifier: Brand Classification of Total Knee Arthroplasty Implants Using Explainable Deep Convolutional Neural Networks.
Proceedings of the Advances in Visual Computing - 15th International Symposium, 2020
Proceedings of the AMIA 2020, 2020
Accelerating Development of Learning Healthcare Systems via Distantly Supervised Knowledge Discovery.
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
Predicting Section Location of Clinical Sentences using BERT Encoder - A Pilot Study.
Proceedings of the AMIA 2020, 2020
2019
Desiderata for delivering NLP to accelerate healthcare AI advancement and a Mayo Clinic NLP-as-a-service implementation.
npj Digit. Medicine, 2019
CoRR, 2019
How Good is Artificial Intelligence at Automatically Answering Consumer Questions Related to Alzheimer's Disease?
CoRR, 2019
Artificial intelligence to organize patient portal messages: a journey from an ensemble deep learning text classification to rule-based named entity recognition.
Proceedings of the 2019 IEEE International Conference on Bioinformatics and Biomedicine, 2019
2018
Proceedings of the 2018 ACM International Conference on Bioinformatics, 2018
Supervised Learning Approach to Link Prediction in FDA Adverse Event Reporting System (FAERS) Database Network.
Proceedings of the AMIA 2018, 2018
Natural Language Processing for the Identification of Silent Brain Infractions from Neuroimaging Reports.
Proceedings of the AMIA 2018, 2018
2015
Proceedings of the Social Computing, Behavioral-Cultural Modeling, and Prediction, 2015