Yanshan Wang
Orcid: 0000-0003-4433-7839
According to our database1,
Yanshan Wang
authored at least 131 papers
between 2012 and 2024.
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Bibliography
2024
Emerging Opportunities of Using Large Language Models for Translation Between Drug Molecules and Indications.
CoRR, 2024
CoRR, 2024
Enhancing Large Language Models for Clinical Decision Support by Incorporating Clinical Practice Guidelines.
CoRR, 2024
2023
Fair patient model: Mitigating bias in the patient representation learned from the electronic health records.
J. Biomed. Informatics, December, 2023
ReDWINE: A clinical datamart with text analytical capabilities to facilitate rehabilitation research.
Int. J. Medical Informatics, September, 2023
Representing and utilizing clinical textual data for real world studies: An OHDSI approach.
J. Biomed. Informatics, June, 2023
Adopting and expanding ethical principles for generative artificial intelligence from military to healthcare.
npj Digit. Medicine, 2023
CoRR, 2023
Leveraging Generative AI for Clinical Evidence Summarization Needs to Achieve Trustworthiness.
CoRR, 2023
Foundation Metrics: Quantifying Effectiveness of Healthcare Conversations powered by Generative AI.
CoRR, 2023
An Empirical Evaluation of Prompting Strategies for Large Language Models in Zero-Shot Clinical Natural Language Processing.
CoRR, 2023
From Military to Healthcare: Adopting and Expanding Ethical Principles for Generative Artificial Intelligence.
CoRR, 2023
Extracting Physical Rehabilitation Exercise Information from Clinical Notes: a Comparison of Rule-Based and Machine Learning Natural Language Processing Techniques.
CoRR, 2023
Proceedings of the 11th IEEE International Conference on Healthcare Informatics, 2023
Feasibility of Categorizing Rehabilitation Gestures for Automated Fidelity Assessment on Strategy Training using Deep Learning.
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 Findings of the Association for Computational Linguistics: ACL 2023, 2023
2022
npj Digit. Medicine, 2022
Classifying the lifestyle status for Alzheimer's disease from clinical notes using deep learning with weak supervision.
BMC Medical Informatics Decis. Mak., 2022
Automated Fidelity Assessment for Strategy Training in Inpatient Rehabilitation using Natural Language Processing.
CoRR, 2022
Toward Improving Health Literacy in Patient Education Materials with Neural Machine Translation Models.
CoRR, 2022
Few-Shot Learning for Clinical Natural Language Processing Using Siamese Neural Networks.
CoRR, 2022
Extraction of Sleep Information from Clinical Notes of Alzheimer's Disease Patients Using Natural Language Processing.
CoRR, 2022
Proceedings of the IEEE/WIC/ACM International Joint Conference on Web Intelligence and Intelligent Agent Technology, 2022
Graph-Augmented Cyclic Learning Framework for Similarity Estimation of Medical Clinical Notes.
Proceedings of the 10th IEEE International Conference on Healthcare Informatics, 2022
Proceedings of the 21st Workshop on Biomedical Language Processing, 2022
Proceedings of the AMIA 2022, 2022
HealthPrompt: A zero-shot learning paradigm for Clinical Natural Language Processing.
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
Corrigendum to: The 2019 National Natural language processing (NLP) Clinical Challenges (n2c2)/Open Health NLP (OHNLP) shared task on clinical concept normalization for clinical records.
J. Am. Medical Informatics Assoc., 2021
Neural Language Models with Distant Supervision to Identify Major Depressive Disorder from Clinical Notes.
CoRR, 2021
Social determinants of health in the era of artificial intelligence with electronic health records: A systematic review.
CoRR, 2021
Extracting Lifestyle Factors for Alzheimer's Disease from Clinical Notes Using Deep Learning with Weak Supervision.
CoRR, 2021
Proceedings of the MEDINFO 2021: One World, One Health - Global Partnership for Digital Innovation, 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
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
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
Lang. Resour. Evaluation, 2020
Unsupervised machine learning for the discovery of latent disease clusters and patient subgroups using electronic health records.
J. Biomed. Informatics, 2020
Recommendations for patient similarity classes: results of the AMIA 2019 workshop on defining patient similarity.
J. Am. Medical Informatics Assoc., 2020
The 2019 National Natural language processing (NLP) Clinical Challenges (n2c2)/Open Health NLP (OHNLP) shared task on clinical concept normalization for clinical records.
J. Am. Medical Informatics Assoc., 2020
A Query Taxonomy Describes Performance of Patient-Level Retrieval from Electronic Health Record Data.
Proceedings of the ACM WSDM 2020 Health Search and Data Mining Workshop, 2020
Natural Language Processing Methods to Extract Lifestyle Exposures for Alzheimer's Disease from Clinical Notes.
Proceedings of the 8th IEEE International Conference on Healthcare Informatics, 2020
A Qualitative Evaluation of Language Models on Automatic Question-Answering for COVID-19.
Proceedings of the BCB '20: 11th ACM International Conference on Bioinformatics, 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 Learning Approach to Parse Eligibility Criteria in Dietary Supplements Clinical Trials Following OMOP Common Data Model.
Proceedings of the AMIA 2020, 2020
2019
BMC Medical Informatics Decis. Mak., December, 2019
Editorial: The second international workshop on health natural language processing (HealthNLP 2019).
BMC Medical Informatics Decis. Mak., 2019
BMC Medical Informatics Decis. Mak., 2019
A clinical text classification paradigm using weak supervision and deep representation.
BMC Medical Informatics Decis. Mak., 2019
Natural language processing of radiology reports for identification of skeletal site-specific fractures.
BMC Medical Informatics Decis. Mak., 2019
BMC Medical Informatics Decis. Mak., 2019
Special issue of BMC medical informatics and decision making on health natural language processing.
BMC Medical Informatics Decis. Mak., 2019
BMC Medical Informatics Decis. Mak., 2019
Salience of Medical Concepts of Inside Clinical Texts and Outside Medical Records for Referred Cardiovascular Patients.
J. Heal. Informatics Res., 2019
HPO2Vec+: Leveraging heterogeneous knowledge resources to enrich node embeddings for the Human Phenotype Ontology.
J. Biomed. Informatics, 2019
Automatic extraction and assessment of lifestyle exposures for Alzheimer's disease using natural language processing.
Int. J. Medical Informatics, 2019
CoRR, 2019
How Good is Artificial Intelligence at Automatically Answering Consumer Questions Related to Alzheimer's Disease?
CoRR, 2019
Unsupervised Machine Learning for the Discovery of Latent Disease Clusters and Patient Subgroups Using Electronic Health Records.
CoRR, 2019
CREATE: Cohort Retrieval Enhanced by Analysis of Text from Electronic Health Records using OMOP Common Data Model.
CoRR, 2019
Overview of the BioCreative VI Precision Medicine Track: mining protein interactions and mutations for precision medicine.
Database J. Biol. Databases Curation, 2019
Research on Virtual Machine Load Balancing Based on Improved Particle Swarm Optimization.
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2019
Research on Load Recognition Algorithms Based on Current Distortion and Harmonic Content.
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2019
Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2019
Proceedings of the 2019 IEEE International Conference on Healthcare Informatics, 2019
Proceedings of the 2019 IEEE International Conference on Big Data (IEEE BigData), 2019
Integrating word embedding neural networks with PubMed abstracts to extract keyword proximity of chronic diseases.
Proceedings of the 2019 IEEE EMBS International Conference on Biomedical & Health Informatics, 2019
Proceedings of the AMIA 2019, 2019
Clinical Use of an Information Retrieval Framework for Cohort Discovery from Electronic Health Records.
Proceedings of the AMIA 2019, 2019
Proceedings of the AMIA 2019, 2019
2018
J. Biomed. Informatics, 2018
J. Biomed. Informatics, 2018
Clinical documentation variations and NLP system portability: a case study in asthma birth cohorts across institutions.
J. Am. Medical Informatics Assoc., 2018
A Deep Representation Empowered Distant Supervision Paradigm for Clinical Information Extraction.
CoRR, 2018
Database J. Biol. Databases Curation, 2018
MayoNLPTeam at the TREC 2018 Precision Medicine Track: Simple Information Retrieval Approach Is the Best.
Proceedings of the Twenty-Seventh Text REtrieval Conference, 2018
A Comparison of Lifestyle Interventions for Alzheimer's Disease Extracted from Clinical Notes and Literature.
Proceedings of the IEEE International Conference on Healthcare Informatics Workshops, 2018
Proceedings of the IEEE International Conference on Healthcare Informatics Workshops, 2018
Identification of Genetic Causality Statements in Medline Abstracts Leveraging Distant Supervision.
Proceedings of the IEEE International Conference on Healthcare Informatics Workshops, 2018
Automatic Extraction of Major Osteoporotic Fractures from Radiology Reports using Natural Language Processing.
Proceedings of the IEEE International Conference on Healthcare Informatics Workshops, 2018
Constructing Node Embeddings for Human Phenotype Ontology to Assist Phenotypic Similarity Measurement.
Proceedings of the IEEE International Conference on Healthcare Informatics Workshops, 2018
Annotating Cohort Data Elements with OHDSI Common Data Model to Promote Research Reproducibility.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2018
Proceedings of the 2018 ACM International Conference on Bioinformatics, 2018
EMIRS: An Electronic Medical Information Retrieval System by Leveraging both Structured and Unstructured Electronic Health Records.
Proceedings of the AMIA 2018, 2018
Proceedings of the AMIA 2018, 2018
2017
J. Assoc. Inf. Sci. Technol., 2017
Comput. Sci. Inf. Syst., 2017
Leveraging word embeddings and medical entity extraction for biomedical dataset retrieval using unstructured texts.
Database J. Biol. Databases Curation, 2017
Leveraging both Structured and Unstructured Data for Precision Information Retrieval.
Proceedings of The Twenty-Sixth Text REtrieval Conference, 2017
Proceedings of the MEDINFO 2017: Precision Healthcare through Informatics, 2017
Proceedings of the 2017 IEEE International Conference on Healthcare Informatics, 2017
Proceedings of the Summit on Clinical Research Informatics, 2017
Medical concept intersection between outside medical records and consultant notes: A case study in transferred cardiovascular patients.
Proceedings of the 2017 IEEE International Conference on Bioinformatics and Biomedicine, 2017
Dependency and AMR Embeddings for Drug-Drug Interaction Extraction from Biomedical Literature.
Proceedings of the 8th ACM International Conference on Bioinformatics, 2017
Recommending education materials for diabetic questions using information retrieval approaches.
Proceedings of the AMIA 2017, 2017
Semantic Representations of Medical Terms: A Comparison Study of Word Embeddings Trained on Clinical Notes and PubMed Articles.
Proceedings of the AMIA 2017, 2017
Proceedings of the AMIA 2017, 2017
Proceedings of the AMIA 2017, 2017
Proceedings of the AMIA 2017, 2017
2016
J. Biomed. Informatics, 2016
J. Assoc. Inf. Sci. Technol., 2016
An Ensemble Model of Clinical Information Extraction and Information Retrieval for Clinical Decision Support.
Proceedings of The Twenty-Fifth Text REtrieval Conference, 2016
MayoNLP at SemEval-2016 Task 1: Semantic Textual Similarity based on Lexical Semantic Net and Deep Learning Semantic Model.
Proceedings of the 10th International Workshop on Semantic Evaluation, 2016
POS-MRF: A Part-Of-Speech Weighted Markov Random Field Model for Clinical Information Retrieval.
Proceedings of the Summit on Clinical Research Informatics, 2016
Exploring Gaps of Family History Documentation in EHR for Precision Medicine - A Case Study of Familial Hypercholesterolemia Ascertainment.
Proceedings of the Summit on Clinical Research Informatics, 2016
Proceedings of the Working Notes of CLEF 2016, 2016
Proceedings of the Working Notes of CLEF 2016, 2016
Answering diabetic patients' questions using expert-vetted online resources: A case study.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2016
Answering patients' questions using expert-vetted online resources: A case study of diabetes.
Proceedings of the AMIA 2016, 2016
Proceedings of the AMIA 2016, 2016
Proceedings of the AMIA 2016, 2016
Proceedings of the AMIA 2016, 2016
Drug-drug Interaction Detection with A Topic-modeling Based Framework Augmented with Distant-supervision.
Proceedings of the AMIA 2016, 2016
A Topic-modeling Based Framework for Drug-drug Interaction Classification from Biomedical Text.
Proceedings of the AMIA 2016, 2016
2015
Proceedings of the 2015 International Conference on Healthcare Informatics, 2015
A frequency-filtering strategy of obtaining PHI-free sentences from clinical data repository.
Proceedings of the 6th ACM Conference on Bioinformatics, 2015
2014
Stock price direction prediction by directly using prices data: an empirical study on the KOSPI and HSI.
Int. J. Bus. Intell. Data Min., 2014
2013
Market Index and Stock Price Direction Prediction using Machine Learning Techniques: An empirical study on the KOSPI and HSI.
CoRR, 2013
2012
A Text Classification Method based on Latent Topics.
Proceedings of the ICORES 2012, 2012