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Project Research Employee | Chen, Li-Chin |
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| Publications |
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| Journal Articles | | |
| 1. |
Li-Chin Chen, Kuo-Hsuan Hung, Yi-Ju Tseng, Hsin-Yao Wang, Tse-Min Lu, Wei-Chieh Huang, Yu Tsao, "Self-supervised learning based general laboratory progress pretrained model for cardiovascular event detection," IEEE Journal of Translational Engineering in Health and Medicine, volume 12, pages 43-55, August 2023. |
| 2. |
Li-Chin Chen, Wei-Chieh Huang, Kang-Yung Peng, Ying-Ying Chen, Szu-Chang Li, Siti Khadijah Syed Mohammed Nazri, Yen-Hung Lin, Liang-Yu Lin, Tse Lu, Jung Hee Kim, Elena Aisha Azizan, Jinbo Hu, Qifu Li, Jeff S Chueh, Vin-Cent Wu, "Identifying KCNJ5 Mutation in Aldosterone Producing Adenoma Patients with Baseline Characteristics Using Machine Learning Technology," JACC: Asia, volume 4, number 3, pages 664-675, June 2023. |
| 3. |
Li-Chin Chen, Po-Hsun Chen, Richard Tzong-Han Tsai, Yu Tsao, "EPG2S: Speech Generation and Speech Enhancement based on Electropalatography and Audio Signals using Multimodal Learning," IEEE Signal Processing Letters, volume 29, pages 2582-2586, June 2022. |
| 4. |
Pei-Fu Chen, Li-Chin Chen, Yow-Kuan Lin, Guo-Hung Li, Feipei Lai, Cheng-Wei Lu, Chi-Yu Yang, Kuan-Chih Chen, and Tzu-Yu Lin, "Predict Postoperative Mortality with Deep Neural Networks and Natural Language Processing: Models Development and Validation," JMIR Medical Informatic, volume 10, number 5, pages e38241, March 2022. |
| 5. |
Li-Chin Chen, Ji-Tian Sheu, Yuh-Jue Chuang, Yu Tsao, "Predicting the Travel Distance of Patients to Access Healthcare Using Deep Neural Networks," IEEE Journal of Translational Engineering in Health and Medicine, volume 10, pages 4900411, December 2021. |
| 6. |
Fu-Shun Hsu, Chien-Wen Huang, Chao-Jung Huang, Yuan-Ren Cheng, Chun-Chieh Chen, Jack Hsiao, Chung-Wei Chen, Li-Chin Chen, Yen-Chun Lai, Bi-Fang Hsu, Nian-Jhen Lin, Wan-Ling Tsai, Yi-Lin Wu, Tzu-Ling Tseng, Ching-Ting Tseng, Yi-Tsun Chen, Feipei Lai, "Benchmarking of eight recurrent neural network variants for breath phase and adventitious sound detection on a self-developed open-access lung sound database—HF_Lung_V1," PLoS ONE, volume 16, number 7, pages e0254134, July 2021. |
| 7. |
Kun-Hsi Tsai, Wei-Chien Wang, Chui-Hsuan Cheng, Chan-Yen Tsai, Jou-Kou Wang, Tzu-Hao Lin, Shih-Hau Fang, Li-Chin Chen, Yu Tsao, "Blind Monaural Source Separation on Heart and Lung Sounds Based on Periodic-Coded Deep Autoencoder," IEEE Journal of Biomedical and Health Informatics, volume 24, number 11, pages 3203-3214, August 2020. |
| 8. |
Ching-Ching Cheng, Chien-Lung Chan, Lichin Chen, Sophie Huey-Ming Guo, "Evaluation of the Implementation of a Mobile Nursing Information System," Online Journal of Nursing Informatics, volume 23, number 3, December 2019. |
| 9. |
Lichin Chen, Te-Wei Ho, Chih-Yuan Shih, Fong-Ci Lin, Feipei Lai, Jing-Wen Guo, Mei-Hua Zhuang, "Urban-rural Difference in Patients Utilizing the Service of Telehealthcare," Journal of Hospital Administration, volume 4, number 6, pages 56-60, September 2015. |
| 10. |
Xing-Yu Su, Fong-Ci Lin, Lichin Chen, Te-Wei Ho, Feipei Lai, "A Service Oriented Tele-health promotion Information System with Mobile Application," Procedia Computer Science, volume 37, pages 274-281, September 2014. |
| 11. |
Lichin Chen, Hui-Chu Yu, I-Ching Evita Hou, Li-shu Lee, Rung-Ji Shang, Feipei Lai, "Development and Evaluation of a Decision Engine Supporting Nursing Scheduling," Research, volume 1, pages 937, July 2014. |
| 12. |
Lichin Chen, Chih-Min Chan, Hung-Chang Lee, Yufang Chung, Feipei Lai, "Development of a Decision Support Engine to Assist Patients with Hospital Selection," Journal of Medical Systems, volume 38, number 6, pages 59, June 2014. |
| 13. |
Lichin Chen, Lee-Ming Chuang, Chia-Hsiun Chang, Chiou-Shiang Wang, I-Ching Wang, Yufang Chung, Hui-Yu Peng, Hui-Chuen Chen, Yu-Ling Hsu,Yu-Sheng Lin, Huang-Jen Chen, Tieng-Chun Chang, Yi-Der Jiang, Hung-Chang Lee, Ching-Ting Tan, Hsin-Lu Chang, Feipei Lai, "Evaluating Self-Management Behaviors of Diabetic Patients in a Telehealthcare Program: Longitudinal Study Over 18 Months," Journal of Medical Internet Research, volume 15, number 12, pages e266, December 2013. |
| 14. |
Zhen-Yu Wu, Lichin Chen, Ju-Chuan Wu, "A Reliable RFID Mutual Authentication Scheme for Healthcare Environments," Journal of Medical Systems, volume 37, number 2, pages 9917, April 2013. |
| 15. |
Lichin Chen, Hui-Chu Yu, Hao-Chun Li, Yi-Van Wang, Huang-Jen Chen, I-Ching Wang, Chiou-Shiang Wang, Hui-Yu Peng, Yu-Ling Hsu, Chi-Huang Chen, Lee-Ming Chuang, Hung-Chang Lee, Yufang Chung, Feipei Lai, "An Architecture Model for Multiple Disease Management Information Systems," Journal of Medical Systems, volume 37, number 2, pages 9931, April 2013. |
| 16. |
Li-Chin Chen, Chi-Wen Chen, Yung-Ching Weng, Rung-Ji Shang, Hui-Chu Yu, Yufang Chung, Feipei Lai, "An Information Technology Framework for Strengthening Telehealthcare Service Delivery," Telemedicine and E-Health, volume 18, number 8, pages 596-603, October 2012. |
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| Conference Papers | | |
| 1. |
Li-Chin Chen, Jung-Nien Lai, Hung-En Lin, Hsien-Te Chen, Kuo-Hsuan Hung, Yu Tsao, "Prognosticating Lumbar Spinal Surgery Outcomes for Low Back Pain and Sciatica Patients by Utilizing Preoperative Assessments from Western and Eastern Medicine and Multimodal Fusion Learning Techniques," ACM 8th International Conference on Medical and Health Informatics (ICMHI 2024), May 2024. |
| 2. |
Yi-Heng Lin, Wen-Hsuan Tseng, Li-Chin Chen, Ching-Ting Tan, Yu Tsao, "Lightly Weighted Automatic Audio Parameter Extraction for the Quality Assessment of Consensus Auditory-Perceptual Evaluation of Voice," IEEE 42th International Conference on Consumer Electronics, January 2024. |
| 3. |
Li-Chin Chen, Yuh-Jue Chuang, Ko Cheng, Ji-Tian Sheu, "Evaluating Medication Duplication Reduction Before and After the Implementation of PharmaCloud in Taiwan," 6th International Conference on Healthcare Service Management (ICHSM 2023), May 2023. |
| 4. |
Li-Chin Chen, Ji-Tian Sheu, Yuh-Jue Chuang, "Predicting patient’s choices of hospital levels using deep learning and representation improvements," 13th Asia Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA), December 2021. |
| 5. |
Li-Chin Chen, Ji-Tian Sheu, Yu Tsao, Yuh-Jue Chuang, "Deep Learning and Explainable Artificial Intelligence to Predict Patients’ Choice of Hospital Levels in Urban and Rural Areas," MedInfo, IOS Press, October 2021. |
| 6. |
Lichin Chen, Yi-Lwun Ho, Tse-Pin Hsu, Feipei Lai, "Evaluating the Requirements of Patients with Heart Diseases in a Telehealthcare Service," Biomedical Engineering International Conference (BMEiCON), November 2014. |
| 7. |
Lichin Chen, Chiou-Shiang Wang, I-Ching Wang, Hui-Chu Yu, Hui-Yu Peng, Hui-Chuen Chen, Chia-Hsiun Chang, Tien-Jyun Chang, Yi-Der Jiang, Lee-Ming Chuang, Feipei Lai, "Patient-centric Data Warehouse Design---An Empirical Study Applied in Diabetes care," 6th International Conference on Bioinformatics, Biocomputational Systems and Biotechnologies, April 2014. |
| 8. |
Lichin Chen, Hui-Chu Yu, Hung-Chang Lee, Yufang Chung, Rung-Ji Shang, Ching-Ting Tan, Feipei Lai, "Improving Inpatient Fall Prevention Strategies Using Interactive Data Repository Information System," MedInfo, volume 201, IOS Press, January 2014. |
| 9. |
Li-Chin Chen, Hao-Chun Li, Yi-Van Wang, Huang-Jen Chen, Chung-Ching Shih, Lee-Ming Chuang, Feipei Lai, "Workflow-Structured Modeling For HIV Disease Control And Management Information System," 2nd Annual AMA-IEEE Medical Technology Conference, October 2011. |
| 10. |
Chi-Huang Chen, Xiao-Ou Ping, Li-Chin Chen, Zi-Jun Wang, Yi-Ju Tseng, Ching-Wei Hsu, Feipei Lai, "The keyword-based and semantic-driven data matching approach for assisting structuralizing the textual clinical documents," 3rd International Conference on Biomedical Engineering and Informatics (BMEI), October 2010. |
| 11. |
Feipei Lai, Yu-Tzu Dai, Chin-Chung Shu, Ying-Hsien Chen, Hui-Chun Huang, Li-Chin Chen, "An Infrastructure to Enabling Integration of Personal Telehealthcare into Taiwan National Health Insurance," 1st AMA-IEEE Medical Technology Conference in Individualized Healthcare, March 2010. |
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| Others | | |
| 1. |
Li-Chin Chen, Yi-Heng Lin, Li-Ning Peng, Feng-Ming Wang, Yu-Hsin Chen, Po-Hsun Huang, Shang-Feng Yang, Yu Tsao, "Deep denoising autoencoder-based non-invasive blood flow detection for arteriovenous fistula," June 2023. |
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