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Yanshan Wang, PhD, FAMIA
Yanshan Wang, PhD, FAMIA
Vice Chair of Research and Assistant Professor, University of Pittsburgh
Adresse e-mail validée de pitt.edu - Page d'accueil
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Clinical information extraction applications: A literature review
Y Wang, L Wang, M Rastegar-Mojarad, S Moon, F Shen, N Afzal, S Liu, ...
Journal of biomedical informatics, 2018
8852018
A comparison of word embeddings for the biomedical natural language processing
Y Wang, S Liu, N Afzal, M Rastegar-Mojarad, L Wang, F Shen, ...
Journal of biomedical informatics 87, 12-20, 2018
4452018
A clinical text classification paradigm using weak supervision and deep representation
Y Wang, S Sohn, S Liu, F Shen, L Wang, EJ Atkinson, S Amin, H Liu
BMC Medical Informatics and Decision Making 19 (1), 2019
2352019
Clinical concept extraction: a methodology review
S Fu, D Chen, H He, S Liu, S Moon, KJ Peterson, F Shen, L Wang, ...
Journal of biomedical informatics 109, 103526, 2020
1672020
MedSTS: a resource for clinical semantic textual similarity
Y Wang, N Afzal, S Fu, L Wang, F Shen, M Rastegar-Mojarad, H Liu
Language Resources and Evaluation 54, 57-72, 2020
1522020
Unsupervised machine learning for the discovery of latent disease clusters and patient subgroups using electronic health records
Y Wang, Y Zhao, TM Therneau, EJ Atkinson, AP Tafti, N Zhang, S Amin, ...
Journal of biomedical informatics 102, 103364, 2020
1442020
Stock price direction prediction by directly using prices data: an empirical study on the KOSPI and HSI
Y Wang
International Journal of Business Intelligence and Data Mining 9 (2), 145-160, 2014
99*2014
Clinical documentation variations and NLP system portability: a case study in asthma birth cohorts across institutions
S Sohn, Y Wang, CI Wi, EA Krusemark, E Ryu, MH Ali, YJ Juhn, H Liu
Journal of the American Medical Informatics Association, 2017
872017
Toward a learning health-care system–knowledge delivery at the point of care empowered by big data and NLP
VC Kaggal, RK Elayavilli, S Mehrabi, JJ Pankratz, S Sohn, Y Wang, D Li, ...
Biomedical informatics insights 8, BII. S37977, 2016
852016
Adopting and expanding ethical principles for generative artificial intelligence from military to healthcare
D Oniani, J Hilsman, Y Peng, RK Poropatich, JC Pamplin, GL Legault, ...
NPJ Digital Medicine 6 (1), 225, 2023
78*2023
The 2019 n2c2/ohnlp track on clinical semantic textual similarity: overview
Y Wang, S Fu, F Shen, S Henry, O Uzuner, H Liu
JMIR medical informatics 8 (11), e23375, 2020
752020
An empirical evaluation of prompting strategies for large language models in zero-shot clinical natural language processing: algorithm development and validation study
S Sivarajkumar, M Kelley, A Samolyk-Mazzanti, S Visweswaran, Y Wang
JMIR Medical Informatics 12, e55318, 2024
682024
HealthPrompt: a zero-shot learning paradigm for clinical natural language processing
S Sivarajkumar, Y Wang
AMIA Annual Symposium Proceedings 2022, 972, 2023
672023
Using weak supervision and deep learning to classify clinical notes for identification of current suicidal ideation
M Cusick, P Adekkanattu, TR Campion Jr, ET Sholle, A Myers, S Banerjee, ...
Journal of psychiatric research 136, 95-102, 2021
662021
Cellular senescence in intervertebral disc aging and degeneration: molecular mechanisms and potential therapeutic opportunities
P Silwal, AM Nguyen-Thai, HA Mohammad, Y Wang, PD Robbins, JY Lee, ...
Biomolecules 13 (4), 686, 2023
632023
Use of natural language processing algorithms to identify common data elements in operative notes for total hip arthroplasty
CC Wyles, ME Tibbo, S Fu, Y Wang, S Sohn, WK Kremers, DJ Berry, ...
JBJS 101 (21), 1931-1938, 2019
592019
Natural language processing for the identification of silent brain infarcts from neuroimaging reports
S Fu, LY Leung, Y Wang, AO Raulli, DF Kallmes, KA Kinsman, KB Nelson, ...
JMIR medical informatics 7 (2), e12109, 2019
582019
Overview of the BioCreative VI Precision Medicine Track: mining protein interactions and mutations for precision medicine
R Islamaj Doğan, S Kim, A Chatr-Aryamontri, CH Wei, DC Comeau, ...
Database 2019, bay147, 2019
562019
A qualitative evaluation of language models on automatic question-answering for covid-19
D Oniani, Y Wang
Proceedings of the 11th ACM international conference on bioinformatics …, 2020
492020
Overview of the BioCreative/OHNLP challenge 2018 task 2: clinical semantic textual similarity
Y Wang, N Afzal, S Liu, M Rastegar-Mojarad, L Wang, F Shen, S Fu, H Liu
Proceedings of the BioCreative/OHNLP Challenge 2018, 2018
482018
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