Ching-Heng Lin

Publication Activity (10 Years)

Years Active: 2007-2024
Publications (10 Years): 19

Top Topics

Health Insurance

Machine Learning

Rheumatoid Arthritis

Top Venues

J. Biomed. Informatics

J. Am. Medical Informatics Assoc.

Comput. Methods Programs Biomed.

Publications

Shu-Hua Huang, Wen-Chiu Hsiao, Hsin-I Chang, Mi-Chia Ma, Shih-Wei Hsu, Chen-Chang Lee, Hong-Jie Chen, Ching-Heng Lin, Chi-Wei Huang, Chiung-Chih Chang
The use of individual-based FDG-PET volume of interest in predicting conversion from mild cognitive impairment to dementia. BMC Medical Imaging 24 (1) (2024)
Ching-Heng Lin, Yi-An Chen, Jiann-Shing Jeng, Yu Sun, Cheng-Yu Wei, Po-Yen Yeh, Wei-Lun Chang, Yang C. Fann, Kai-Cheng Hsu, Jiunn-Tay Lee
Predicting ischemic stroke patients' prognosis changes using machine learning in a nationwide stroke registry. Medical Biol. Eng. Comput. 62 (8) (2024)
Yu-Ruei Chen, Chih-Chieh Chen, Chang-Fu Kuo, Ching-Heng Lin
An efficient deep neural network for automatic classification of acute intracranial hemorrhages in brain CT scans. Comput. Biol. Medicine 176 (2024)
Amrita Chattopadhyay, Chien-Yueh Lee, Ying-Cheng Shen, Kuan-Chen Lu, Tzu-Hung Hsiao, Ching-Heng Lin, Liang-Chuan Lai, Mong-Hsun Tsai, Tzu-Pin Lu, Eric Y. Chuang
Multi-ethnic Imputation System (MI-System): A genotype imputation server for high-dimensional data. J. Biomed. Informatics 143 (2023)
Huan-Yu Chen, Hui-Min Wang, Ching-Heng Lin, Rob Yang, Chi-Chun Lee
Lung Cancer Prediction Using Electronic Claims Records: A Transformer-Based Approach. IEEE J. Biomed. Health Informatics 27 (12) (2023)
Ching-Heng Lin, Kai-Cheng Hsu, Chih-Kuang Liang, Tsong-Hai Lee, Chia-Wei Liou, Jiann-Der Lee, Tsung-I Peng, Ching-Sen Shih, Yang C. Fann
A disease-specific language representation model for cerebrovascular disease research. Comput. Methods Programs Biomed. 211 (2021)
Chih-Wei Chung, Tzu-Hung Hsiao, Chih-Jen Huang, Yen-Ju Chen, Hsin-Hua Chen, Ching-Heng Lin, Seng-Cho Chou, Tzer-Shyong Chen, Yu-Fang Chung, Hwai-I Yang, Yi-Ming Chen
Machine learning approaches for the genomic prediction of rheumatoid arthritis and systemic lupus erythematosus. BioData Min. 14 (1) (2021)
Chen-Ying Hung, Huan-Yu Chen, Lawrence J. K. Wee, Ching-Heng Lin, Chi-Chun Lee
Deriving A Novel Health Index Using A Large-Scale Population Based Electronic Health Record With Deep Networks. EMBC (2020)
Ching-Heng Lin, Kai-Cheng Hsu, Kory R. Johnson, Yang C. Fann, Chon-Haw Tsai, Yu Sun, Li-Ming Lien, Wei-Lun Chang, Po-Lin Chen, Cheng-Li Lin, Chung Y. Hsu
Evaluation of machine learning methods to stroke outcome prediction using a nationwide disease registry. Comput. Methods Programs Biomed. 190 (2020)
Kai-Cheng Hsu, Ching-Heng Lin, Kory R. Johnson, Chi-Hung Liu, Ting-Yu Chang, Kuo-Lun Huang, Yang-Cheng Fann, Tsong-Hai Lee
Autodetect extracranial and intracranial artery stenosis by machine learning using ultrasound. Comput. Biol. Medicine 116 (2020)
Amanda Brucker, Wenbin Lu, Rachel Marceau West, Qi-You Yu, Chuhsing Kate Hsiao, Tzu-Hung Hsiao, Ching-Heng Lin, Patrik K. E. Magnusson, Patrick F. Sullivan, Jin P. Szatkiewicz, Tzu-Pin Lu, Jung-Ying Tzeng
Association test using Copy Number Profile Curves (CONCUR) enhances power in rare copy number variant analysis. PLoS Comput. Biol. 16 (5) (2020)
Kuan-Hung Yeh, Ching-Heng Lin, Tzu-Hung Hsiao, Tzu-Pin Lu
Genome-Wide Association Study (GWAS) on Metabolic Syndrome in Subjects with Abdominal Obesity in a Taiwanese Population. BIBM (2020)
Chen-Ying Hung, Ching-Heng Lin, Chi-Sen Chang, Jeng-Lin Li, Chi-Chun Lee
Predicting Gastrointestinal Bleeding Events from Multimodal In-Hospital Electronic Health Records Using Deep Fusion Networks. EMBC (2019)
Ching-Heng Lin, Kai-Cheng Hsu, Kory R. Johnson, Marie Luby, Yang-Cheng Fann
Applying density-based outlier identifications using multiple datasets for validation of stroke clinical outcomes. Int. J. Medical Informatics 132 (2019)
Chen-Ying Hung, Ching-Heng Lin, Chi-Chun Lee
Improving Young Stroke Prediction by Learning with Active Data Augmenter in a Large-Scale Electronic Medical Claims Database. EMBC (2018)
Ching-Heng Lin, Hsin-I Chou, Ueng-Cheng Yang
A standard-driven approach for electronic submission to pharmaceutical regulatory authorities. J. Biomed. Informatics 79 (2018)
Chen-Ying Hung, Wei-Chen Chen, Po-Tsun Lai, Ching-Heng Lin, Chi-Chun Lee
Comparing deep neural network and other machine learning algorithms for stroke prediction in a large-scale population-based electronic medical claims database. EMBC (2017)
Che-Lun Hung, Ching-Heng Lin, Sheng-Ya Lu, Yi-Chia Kao, Li-Ying Li
Cloud Computing Model for Analyzing Antibiotic Usage from the National Health Insurance Research Database. ISPAN-FCST-ISCC (2017)
Ching-Heng Lin, Yang-Cheng Fann, Der-Ming Liou
An exploratory study using an openEHR 2-level modeling approach to represent common data elements. J. Am. Medical Informatics Assoc. 23 (5) (2016)
Ching-Heng Lin, Nai-Yuan Wu, Wei-Shao Lai, Der-Ming Liou
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. 22 (1) (2015)
Ching-Heng Lin, Nai-Yuan Wu, Der-Ming Liou
A multi-technique approach to bridge electronic case report form design and data standard adoption. J. Biomed. Informatics 53 (2015)
Ching-Heng Lin, Wei-Shao Lai, Li-Hui Lee, Hsiao-Mei Tsao, Der-Ming Liou
An entry generation pipeline for converting free-text medical document into Clinical Document Architecture document with entry-level. BHI (2014)
Austin H. Chen, Ching-Heng Lin
A novel support vector sampling technique to improve classification accuracy and to identify key genes of leukaemia and prostate cancers. Expert Syst. Appl. 38 (4) (2011)
Austin H. Chen, Ching-Heng Lin, Guan-Ting Chen, Jen-Chieh Hsieh
GNAnalyzer: A Novel System for Analyzing Gene Networks from Microarray Data with Bayesian Networks. CSIE (5) (2009)
Austin H. Chen, Guan-Ting Chen, Jen-Chieh Hsieh, Ching-Heng Lin
BCPP: An Intelligent Prediction System of Breast Cancer Prognosis Using Microarray and Clinical Data. CSIE (5) (2009)
Austin H. Chen, Ching-Heng Lin
GNAS: A Tool for Analyzing Performance of Gene Networks Generated from Bayesian Network Algorithms. ICTAI (1) (2007)