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Ching-Heng Lin
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2020 – today
- 2024
- [j16]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): 75 (2024) - [j15]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: 108587 (2024) - [j14]Ching-Heng Lin, Yi-An Chen, Jiann-Shing Jeng, Yu Sun, Cheng-Yu Wei, Po-Yen Yeh, Wei-Lun Chang, Yang C. Fann
Predicting ischemic stroke patients' prognosis changes using machine learning in a nationwide stroke registry. Medical Biol. Eng. Comput. 62(8): 2343-2354 (2024) - 2023
- [j13]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
Multi-ethnic Imputation System (MI-System): A genotype imputation server for high-dimensional data. J. Biomed. Informatics 143: 104423 (2023) - [j12]Huan-Yu Chen
Lung Cancer Prediction Using Electronic Claims Records: A Transformer-Based Approach. IEEE J. Biomed. Health Informatics 27(12): 6062-6073 (2023) - 2021
- [j11]Chih-Wei Chung, Tzu-Hung Hsiao, Chih-Jen Huang, Yen-Ju Chen, Hsin-Hua Chen, Ching-Heng Lin, Seng-Cho Chou, Tzer-Shyong Chen
Machine learning approaches for the genomic prediction of rheumatoid arthritis and systemic lupus erythematosus. BioData Min. 14(1) (2021) - [j10]Ching-Heng Lin, Kai-Cheng Hsu, Chih-Kuang Liang
A disease-specific language representation model for cerebrovascular disease research. Comput. Methods Programs Biomed. 211: 106446 (2021) - 2020
- [j9]Kai-Cheng Hsu, Ching-Heng Lin, Kory R. Johnson, Chi-Hung Liu, Ting-Yu Chang
Autodetect extracranial and intracranial artery stenosis by machine learning using ultrasound. Comput. Biol. Medicine 116: 103569 (2020) - [j8]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
Evaluation of machine learning methods to stroke outcome prediction using a nationwide disease registry. Comput. Methods Programs Biomed. 190: 105381 (2020) - [j7]Amanda Brucker
Association test using Copy Number Profile Curves (CONCUR) enhances power in rare copy number variant analysis. PLoS Comput. Biol. 16(5) (2020) - [c10]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: 1403-1407 - [c9]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: 5872-5875
2010 – 2019
- 2019
- [j6]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) - [c8]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: 2447-2450 - 2018
- [j5]Ching-Heng Lin, Hsin-I Chou, Ueng-Cheng Yang:
A standard-driven approach for electronic submission to pharmaceutical regulatory authorities. J. Biomed. Informatics 79: 60-70 (2018) - [c7]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: 5362-5365 - 2017
- [c6]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: 3110-3113 - [c5]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: 363-368 - 2016
- [j4]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): 956-967 (2016) - 2015
- [j3]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): 132-142 (2015) - [j2]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: 49-57 (2015) - 2014
- [c4]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: 505-508 - 2011
- [j1]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): 3209-3219 (2011)
2000 – 2009
- 2009
- [c3]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: 22-27 - [c2]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: 28-32 - 2007
- [c1]Austin H. Chen, Ching-Heng Lin:
GNAS: A Tool for Analyzing Performance of Gene Networks Generated from Bayesian Network Algorithms. ICTAI (1) 2007: 78-84
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last updated on 2024-10-07 21:16 CEST by the dblp team
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