Ching-Heng Lin

31 papers Misc 1Journal 19Unranked 11

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	A multitask deep learning model utilizing electrocardiograms for major cardiovascular adverse events prediction. npj Digit. Medicine Ching-Heng Lin, Zhi-Yong Liu, Pao-Hsien Chu, Jung-Sheng Chen, Hsin-Hsu Wu, Ming-Shien Wen, Chang-Fu Kuo, Ting-Yu Chang
2025	—	`conf`	Leveraging Foundation Models for Clinically Instructed Tumor Image Synthesis in Renal Cell Carcinoma. ISBI Huan-Yu Chen, Woan-Shiuan Chien, Ching-Heng Lin, Chi-Chun Lee
2025	Misc	`conf`	Mask Augmentation For Tumor Classification In Medical Images. ICASSP Chun-Chieh Weng, Huan-Yu Chen, Jing-Tong Tzeng, Ching-Heng Lin, Po-Chih Kuo, Chi-Chun Lee
2025	J	`jnl`	Universal representations in cardiovascular ECG assessment: A self-supervised learning approach. Int. J. Medical Informatics Zhi-Yong Liu, Ching-Heng Lin, Yu-Chun Hsu, Jung-Sheng Chen, Po-Cheng Chang, Ming-Shien Wen, Chang-Fu Kuo
2025	J	`jnl`	Utilizing 12-lead electrocardiogram and machine learning to retrospectively estimate and prospectively predict atrial fibrillation and stroke risk. Comput. Biol. Medicine Po-Cheng Chang, Zhi-Yong Liu, Yu-Chang Huang, Jung-Sheng Chen, Chung-Chuan Chou, Hung-Ta Wo, Wen-Chen Lee, Hao-Tien Liu, Chun-Chieh Wang, Ching-Heng Lin, Pei-Hsuan Tung, Chang-Fu Kuo, Ming-Shien Wen
2024	J	`jnl`	An efficient deep neural network for automatic classification of acute intracranial hemorrhages in brain CT scans. Comput. Biol. Medicine Yu-Ruei Chen, Chih-Chieh Chen, Chang-Fu Kuo, Ching-Heng Lin
2024	J	`jnl`	Predicting ischemic stroke patients' prognosis changes using machine learning in a nationwide stroke registry. Medical Biol. Eng. Comput. 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
2024	J	`jnl`	The use of individual-based FDG-PET volume of interest in predicting conversion from mild cognitive impairment to dementia. BMC Medical Imaging 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
2023	J	`jnl`	Lung Cancer Prediction Using Electronic Claims Records: A Transformer-Based Approach. IEEE J. Biomed. Health Informatics Huan-Yu Chen, Hui-Min Wang, Ching-Heng Lin, Rob Yang, Chi-Chun Lee
2023	J	`jnl`	Multi-ethnic Imputation System (MI-System): A genotype imputation server for high-dimensional data. J. Biomed. Informatics 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
2021	J	`jnl`	A disease-specific language representation model for cerebrovascular disease research. Comput. Methods Programs Biomed. 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
2021	J	`jnl`	Machine learning approaches for the genomic prediction of rheumatoid arthritis and systemic lupus erythematosus. BioData Min. 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
2020	J	`jnl`	Association test using Copy Number Profile Curves (CONCUR) enhances power in rare copy number variant analysis. PLoS Comput. Biol. 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
2020	J	`jnl`	Autodetect extracranial and intracranial artery stenosis by machine learning using ultrasound. Comput. Biol. Medicine Kai-Cheng Hsu, Ching-Heng Lin, Kory R. Johnson, Chi-Hung Liu, Ting-Yu Chang, Kuo-Lun Huang, Yang-Cheng Fann, Tsong-Hai Lee
2020	—	`conf`	Deriving A Novel Health Index Using A Large-Scale Population Based Electronic Health Record With Deep Networks. EMBC Chen-Ying Hung, Huan-Yu Chen, Lawrence J. K. Wee, Ching-Heng Lin, Chi-Chun Lee
2020	J	`jnl`	Evaluation of machine learning methods to stroke outcome prediction using a nationwide disease registry. Comput. Methods Programs Biomed. 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
2020	—	`conf`	Genome-Wide Association Study (GWAS) on Metabolic Syndrome in Subjects with Abdominal Obesity in a Taiwanese Population. BIBM Kuan-Hung Yeh, Ching-Heng Lin, Tzu-Hung Hsiao, Tzu-Pin Lu
2019	J	`jnl`	Applying density-based outlier identifications using multiple datasets for validation of stroke clinical outcomes. Int. J. Medical Informatics Ching-Heng Lin, Kai-Cheng Hsu, Kory R. Johnson, Marie Luby, Yang-Cheng Fann
2019	—	`conf`	Predicting Gastrointestinal Bleeding Events from Multimodal In-Hospital Electronic Health Records Using Deep Fusion Networks. EMBC Chen-Ying Hung, Ching-Heng Lin, Chi-Sen Chang, Jeng-Lin Li, Chi-Chun Lee
2018	J	`jnl`	A standard-driven approach for electronic submission to pharmaceutical regulatory authorities. J. Biomed. Informatics Ching-Heng Lin, Hsin-I Chou, Ueng-Cheng Yang
2018	—	`conf`	Improving Young Stroke Prediction by Learning with Active Data Augmenter in a Large-Scale Electronic Medical Claims Database. EMBC Chen-Ying Hung, Ching-Heng Lin, Chi-Chun Lee
2017	—	`conf`	Cloud Computing Model for Analyzing Antibiotic Usage from the National Health Insurance Research Database. ISPAN-FCST-ISCC Che-Lun Hung, Ching-Heng Lin, Sheng-Ya Lu, Yi-Chia Kao, Li-Ying Li
2017	—	`conf`	Comparing deep neural network and other machine learning algorithms for stroke prediction in a large-scale population-based electronic medical claims database. EMBC Chen-Ying Hung, Wei-Chen Chen, Po-Tsun Lai, Ching-Heng Lin, Chi-Chun Lee
2016	J	`jnl`	An exploratory study using an openEHR 2-level modeling approach to represent common data elements. J. Am. Medical Informatics Assoc. Ching-Heng Lin, Yang-Cheng Fann, Der-Ming Liou
2015	J	`jnl`	A multi-technique approach to bridge electronic case report form design and data standard adoption. J. Biomed. Informatics Ching-Heng Lin, Nai-Yuan Wu, Der-Ming Liou
2015	J	`jnl`	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. Ching-Heng Lin, Nai-Yuan Wu, Wei-Shao Lai, Der-Ming Liou
2014	—	`conf`	An entry generation pipeline for converting free-text medical document into Clinical Document Architecture document with entry-level. BHI Ching-Heng Lin, Wei-Shao Lai, Li-Hui Lee, Hsiao-Mei Tsao, Der-Ming Liou
2011	J	`jnl`	A novel support vector sampling technique to improve classification accuracy and to identify key genes of leukaemia and prostate cancers. Expert Syst. Appl. Austin H. Chen, Ching-Heng Lin
2009	—	`conf`	BCPP: An Intelligent Prediction System of Breast Cancer Prognosis Using Microarray and Clinical Data. CSIE (5) Austin H. Chen, Guan-Ting Chen, Jen-Chieh Hsieh, Ching-Heng Lin
2009	—	`conf`	GNAnalyzer: A Novel System for Analyzing Gene Networks from Microarray Data with Bayesian Networks. CSIE (5) Austin H. Chen, Ching-Heng Lin, Guan-Ting Chen, Jen-Chieh Hsieh
2007	—	`conf`	GNAS: A Tool for Analyzing Performance of Gene Networks Generated from Bayesian Network Algorithms. ICTAI (1) Austin H. Chen, Ching-Heng Lin