Ching-Heng Lin
Orcid: 0000-0002-2450-6108
According to our database1,
Ching-Heng Lin
authored at least 24 papers
between 2007 and 2024.
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Bibliography
2024
The use of individual-based FDG-PET volume of interest in predicting conversion from mild cognitive impairment to dementia.
BMC Medical Imaging, December, 2024
2023
Lung Cancer Prediction Using Electronic Claims Records: A Transformer-Based Approach.
IEEE J. Biomed. Health Informatics, December, 2023
Multi-ethnic Imputation System (MI-System): A genotype imputation server for high-dimensional data.
J. Biomed. Informatics, 2023
2021
A disease-specific language representation model for cerebrovascular disease research.
Comput. Methods Programs Biomed., 2021
Machine learning approaches for the genomic prediction of rheumatoid arthritis and systemic lupus erythematosus.
BioData Min., 2021
2020
Association test using Copy Number Profile Curves (CONCUR) enhances power in rare copy number variant analysis.
PLoS Comput. Biol., 2020
Evaluation of machine learning methods to stroke outcome prediction using a nationwide disease registry.
Comput. Methods Programs Biomed., 2020
Autodetect extracranial and intracranial artery stenosis by machine learning using ultrasound.
Comput. Biol. Medicine, 2020
Deriving A Novel Health Index Using A Large-Scale Population Based Electronic Health Record With Deep Networks.
Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020
Genome-Wide Association Study (GWAS) on Metabolic Syndrome in Subjects with Abdominal Obesity in a Taiwanese Population.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2020
2019
Applying density-based outlier identifications using multiple datasets for validation of stroke clinical outcomes.
Int. J. Medical Informatics, 2019
Predicting Gastrointestinal Bleeding Events from Multimodal In-Hospital Electronic Health Records Using Deep Fusion Networks.
Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019
2018
A standard-driven approach for electronic submission to pharmaceutical regulatory authorities.
J. Biomed. Informatics, 2018
Improving Young Stroke Prediction by Learning with Active Data Augmenter in a Large-Scale Electronic Medical Claims Database.
Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018
2017
Cloud Computing Model for Analyzing Antibiotic Usage from the National Health Insurance Research Database.
Proceedings of the 14th International Symposium on Pervasive Systems, 2017
Comparing deep neural network and other machine learning algorithms for stroke prediction in a large-scale population-based electronic medical claims database.
Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017
2016
An exploratory study using an openEHR 2-level modeling approach to represent common data elements.
J. Am. Medical Informatics Assoc., 2016
2015
A multi-technique approach to bridge electronic case report form design and data standard adoption.
J. Biomed. Informatics, 2015
Comparison of a semi-automatic annotation tool and a natural language processing application for the generation of clinical statement entries.
J. Am. Medical Informatics Assoc., 2015
2014
An entry generation pipeline for converting free-text medical document into Clinical Document Architecture document with entry-level.
Proceedings of IEEE-EMBS International Conference on Biomedical and Health Informatics, 2014
2011
A novel support vector sampling technique to improve classification accuracy and to identify key genes of leukaemia and prostate cancers.
Expert Syst. Appl., 2011
2009
GNAnalyzer: A Novel System for Analyzing Gene Networks from Microarray Data with Bayesian Networks.
Proceedings of the CSIE 2009, 2009 WRI World Congress on Computer Science and Information Engineering, March 31, 2009
BCPP: An Intelligent Prediction System of Breast Cancer Prognosis Using Microarray and Clinical Data.
Proceedings of the CSIE 2009, 2009 WRI World Congress on Computer Science and Information Engineering, March 31, 2009
2007
GNAS: A Tool for Analyzing Performance of Gene Networks Generated from Bayesian Network Algorithms.
Proceedings of the 19th IEEE International Conference on Tools with Artificial Intelligence (ICTAI 2007), 2007