{"id":15957,"date":"2021-10-21T00:40:21","date_gmt":"2021-10-21T00:40:21","guid":{"rendered":"https:\/\/www.cheeridea.mytw.org\/bmi\/%e6%b4%aa%e5%93%b2%e5%80%ab-che-lun-hung\/"},"modified":"2026-10-30T16:25:12","modified_gmt":"2026-10-30T08:25:12","slug":"che-lun-hung","status":"publish","type":"post","link":"https:\/\/bmi.nycu.edu.tw\/en\/che-lun-hung\/","title":{"rendered":"Che-Lun Hung"},"content":{"rendered":"<p>&nbsp;<\/p>\n<table border=\"0\" width=\"\" cellspacing=\"0\" cellpadding=\"4\">\n<tbody>\n<tr>\n<td colspan=\"2\">\n<h3>Personal Profile<\/h3>\n<\/td>\n<\/tr>\n<tr>\n<td width=\"192\"><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-13882\" src=\"https:\/\/bmi.nycu.edu.tw\/wp-content\/uploads\/2021\/10\/Che_Lun_Hung.jpeg\" alt=\"\" width=\"204\" height=\"260\" \/><\/td>\n<td align=\"left\"><strong>Che-Lun Hung<\/strong><br \/>\nProfessor, Institute of Biomedical Informatics<br \/>\nPhD of Computer Science, National Tsing Hua University, Taiwan<br \/>\nField of Interest: Smart Medicine, Deep Learning, Medical Image Analysis, Bioinformatics Computing, High Performance Computing<br \/>\nOffice: R327-2, 3F, SoRen Building<br \/>\nPhone: 886-2-28267349<br \/>\nEmail: clhung@nycu.edu.tw<\/td>\n<\/tr>\n<tr>\n<td colspan=\"2\">\n<h3>Research Interests<\/h3>\n<\/td>\n<\/tr>\n<tr>\n<td colspan=\"2\">\n<ul>\n<li>\u7814\u7a76\u8208\u8da3 (Research Interests)\uff1a\n<ul>\n<li>\u667a\u6167\u91ab\u7642(Smart Medicine)<\/li>\n<li>\u6df1\u5ea6\u5b78\u7fd2(<span lang=\"EN-US\">Deep Learning<\/span>)<\/li>\n<li>\u91ab\u5b78\u5f71\u50cf\u5206\u6790(<span lang=\"EN-US\">Medical Image Analysis<\/span>)<\/li>\n<li>\u751f\u7269\u8cc7\u8a0a\u8a08\u7b97(Bioinformatics Computing)<\/li>\n<li>\u9ad8\u6548\u80fd\u8a08\u7b97(High Performance Computing)<\/li>\n<\/ul>\n<\/li>\n<li>\u4ee3\u8868\u6027\u69ae\u8b7d (Representative honors)\uff1a\n<ul>\n<li>2019-2014\u5e74 \u9678\u7e8c\u64d4\u4efbIEEE\u570b\u969b\u6703\u8b70\u7684Program Member<\/li>\n<li>2019-2014\u5e74 \u5728\u56fa\u5b9a\u8207IEEE\u6703\u8b70\u5171\u540c\u8209\u8fa6International Workshop on Embedded Multi-Core computing and Applications\uff0c\u64d4\u4efbworkshop chair<\/li>\n<li>2017\u5e74\u00a0\u64d4\u4efbInternational Conference on Smart Data (SmartData-2017)\u7684Program Chair<\/li>\n<\/ul>\n<\/li>\n<li>\u4ee3\u8868\u6027\u5c08\u5229 (Representative Patents)\uff1a\n<ul>\n<li>Method and manager physical machine for virtual machine consolidat ion\u00a0 \u00a0 \u00a02014\/06<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<\/td>\n<\/tr>\n<tr>\n<td colspan=\"2\">\n<h3>Publications<\/h3>\n<\/td>\n<\/tr>\n<tr>\n<td colspan=\"2\">\n<ul>\n<li><strong>\u8fd1\u4e94\u5e74\u767c\u8868\u4ee3\u8868\u8457\u4f5c (Selected Publications)\uff1a<\/strong>\n<ol>\n<li>Wu-Chun Chung, Chao-Ai Lo, Yan-Hui Lin, Zhi-Hao Chen, <strong>Che-Lun Hung*<\/strong>, (2026\/02), Decentralized Federated Learning with Non-IID Data: Challenges, Trends, and Future Opportunities, ACM Computing Surveys, Vol.58(8), pp. 1-41 (SCI IF=28.0) Ranking (1\/147).<\/li>\n<li>Tse-Hsien Lu, Wu-Chun Chung, Chung-Lieh Hung, <strong>Che-Lun Hung<\/strong>*, (2025\/07), Edge-Cloud deep learning computing for detecting heart failure with preserved ejection fraction on cardiac ultrasound, Expert Systems with Applications, pp. 128985 (SCI IF=7.5) Ranking (37\/368).<\/li>\n<li>Sulagna Mohapatra, Chun-Ying Wu, Pushpanjali Gupta, Yao-Chun Hsu, <strong>Che-Lun Hung<\/strong>, Yuan-Chia Chu, Chia-Sheng Chu, Teng-Yu Lee, (2025\/05), Sa2045: ENHANCING NON-INVASIVE FOCAL LIVER LESION DIAGNOSIS: EXPLAINABLE ARTIFICIAL INTELLIGENCE-DRIVEN RADIOMICS ANALYSIS WITH NON-CONTRAST MRI, Gastroenterology, vol.169(1), pp. S-629 (SCI IF=25.1) Ranking (5\/147).<\/li>\n<li>Pushpanjali Gupta, Chun-Ying Wu, Sulagna Mohapatra, <strong>Che-Lun Hung<\/strong>, Yao-Chun Hsu, Yuan-Chia Chu, Chia-Sheng Chu, Teng-Yu Lee, (2025\/05), Sa2033: TRANSPARENT AI-DRIVEN METHODOLOGY FOR DEMONSTRATING THE ADEQUACY OF NON-CONTRAST COMPUTED TOMOGRAPHY IN THE DIAGNOSIS OF FOCAL LIVER LESIONS THROUGH THE INTEGRATION OF RADIOMICS, CLINICAL INSIGHTS: A COMPREHENSIVE THREEDIMENSIONAL STUDY, Gastroenterology, vol.169(1), pp. S-629 (SCI IF=25.1) Ranking (5\/147).<\/li>\n<li>YA-Ching Yang, Wu-Chun Chung, Chun-Ying Wu, <strong>Che-Lun Hung*<\/strong>, Yi-Ju Chen, (2025\/06), Skin Disease Classification Using Transfer Learning Model and Fusion Strategy, Intelligence-Based Medicine, pp. 100271 (IF=3.9).<\/li>\n<li>Jian-An Chen, Wu-Chun Chung, <strong>Che-Lun Hung*<\/strong>, Chun-Ying Wu, (2025\/05), Identifying Disinformation on the Extended Impacts of COVID-19: Methodological Investigation Using a Fuzzy Ranking Ensemble of Natural Language Processing Models, Journal of Medical Internet Research, vol.27, pp. e73601 (SCI IF=6.0) Ranking (12\/185).<\/li>\n<li>Jian Wen Chen, Wan Ju Lin, Kuan Ming Li, Dariusz Mrozek, <strong>Che Lun Hung*<\/strong>, (2025\/03), Promoting Accurate Image Reconstruction via Synthetic Noise for Unsupervised Screw Anomaly Detection and Location, IEEE Transactions on Instrumentation and Measurement, (SCI IF=5.9) Ranking (7\/79).<\/li>\n<li>Maciej Olszewski, Bo\u017cena Ma\u0142ysiak-Mrozek, Krzysztof Tokarz, Boles\u0142aw Pochopie\u0144, <strong>Che-Lun Hung<\/strong>, Andrzej Pu\u0142ka, Dariusz Mrozek, (2025\/1), Effective Detection and Recognition of Traffic Signs with Light Convolutional Neural Networks, Procedia Computer Science, vol.270, pp. 4469-4478.<\/li>\n<li>Pushpanjali Gupta, Yao-Chun Hsu, Li-Lin Liang, Yuan-Chia Chu, Chia-Sheng Chu, Jaw-Liang Wu, Jian-An Chen, Wei-Hsiu Tseng, Ya-Ching Yang, Teng-Yu Lee, <strong>Che-Lun Hung*,<\/strong> Chun-Ying Wu, (2025\/01), Automatic localization and deep convolutional generative adversarial network\u2010based classification of focal liver lesions in computed tomography images: A preliminary study, Journal of Gastroenterology and Hepatology, vol.40(1), pp. 166-176 (SCI IF 3.7) Ranking (40\/143).<\/li>\n<li>Bo\u017cena Ma\u0142ysiak-Mrozek, Bart\u0142omiej Ryba, Marek Mol\u0119da, <strong>Che-Lun Hung*<\/strong>, Witold Pedrycz, Weiping Ding, Dariusz Mrozek, (2024\/06), Interpreting Industrial IoT Data Streams through Fuzzy Querying with Hysteretic Fuzzy Sets on Apache Kafka, IEEE Transactions on Fuzzy Systems, vol.32(8), pp. 4671-4684 (SCI IF 11.9) Ranking (11\/368).<\/li>\n<li>Chayanee Sae-Lim, Wen-Pei Wu, Ming-Che Chang, Hung-Wen Lai, Shu-Tian Chen, Chen-Te Chou, Chiung\u2011Ying Liao, Hsin-I Huang, Shou-Tung Chen, Dar-Ren Chen, <strong>Che-Lun Hung<\/strong>, (2024\/01), Reliability of predicting low-burden (\u2264 2) positive axillary lymph nodes indicating sentinel lymph node biopsy in primary operable breast cancer \u2014 a retrospective comparative study with PET\/CT and breast MRI, World Journal of Surgical Oncology, vol.22(1), pp.12 (SCI IF 3.2) Ranking (44\/213).<\/li>\n<li>Shu-Tian Chen, Hung-Wen Lai, Julia Huei-Mei Chang, Chiung-Ying Liao, Tzu-Cheng Wen, Wen-Pei Wu, Hwa-Koon Wu, Ying-Jen Lin, Yu-Jun Chang, Shou-Tung Chen, Dar-Ren Chen, Hsin-I Huang, <strong>Che-Lun Hung*<\/strong>, (2023\/11), Diagnostic accuracy of pre-operative breast magnetic resonance imaging (MRI) in predicting axillary lymph node metastasis: variations in intrinsic subtypes, and strategy to improve negative predictive value\u2014an analysis of 2473 invasive breast cancer patients, Breast Cancer, vol.30(6), pp. 976-985 (SCI IF=4.0) Ranking (17\/85).<\/li>\n<li>Chao-Kuei Juan, Yu-Hao Su, Chen-Yi Wu, Chi-Shun Yang, Chung-Hao Hsu, <strong>Che-Lun Hung*<\/strong>, Yi-Ju Chen, (2023\/10), Deep convolutional neural network with fusion strategy for skin cancer recognition: model development and validation, Scientific Reports, vol.13(1), pp.17087 (SCI IF=4.6) Ranking (22\/73).<\/li>\n<li><strong>Che-Lun Hung*<\/strong>, Keng-Hung Lin, fatta, Dariusz Mrozek, Yin-Te Tsai, Chun-Hsien Lin, (2023\/06), The classification of stages of epiretinal membrane using convolutional neural network on optical coherence tomography image, Methods, vol.214, pp.28-34 (SCI IF=4.8) Ranking (12\/77).<\/li>\n<li>Wu-Chun Chung, Yung-Chin Chang, Ching-Hsien Hsu, Chih-Hung Chang, <strong>Che-Lun Hung*<\/strong>, (2023\/01), Federated Feature Concatenate Method for Heterogeneous Computing in Federated Learning, CMC-COMPUTERS MATERIALS &amp; CONTINUA, vol. 75(1), pp. 351-371 (SCI IF=3.1) Ranking (188\/344).<\/li>\n<li>Hui-Jun Cheng, Ching-Hsien Hsu, <strong>Che-Lun Hung<\/strong>, Chun-Yuan Lin, (2022\/06), A review for cell and particle tracking on microscopy images using algorithms and deep learning technologies, Biomedical Journal, vol.45(3), pp.465-471 (SCI IF=4.380) Ranking (172\/72).<\/li>\n<li>Wan-Ju Lin, Jian-Wen Chen, Hong-Tsu Young, <strong>Che-Lun Hung<\/strong>, Kuan-Ming Li, (2021\/10), Developing the Smart Sorting Screw System Based on Deep Learning Approaches, Applied Sciences, vol. 11(20), pp. 9751 (SCI IF=2.700) Ranking (42\/90).<\/li>\n<li>Wan-Ju Lin, Jian-Wen Chen, Jian-Ping Jhuang, Meng-Shiun Tsai, <strong>Che-Lun Hung*<\/strong>, Kuan-Ming Li, Hong-Tsu Young, (2021\/10), Integrating object detection and image segmentation for detecting the tool wear area on stitched image, Scientific Reports, vol.11(1), pp. 21729 (SCI IF=3.9) Ranking (22\/73).<\/li>\n<li>Jian-Wen Chen, Wan-Ju Lin, Chun-Yuan Lin, <strong>Che-Lun Hung<\/strong>, Chen-Pang Hou, Chuan-Yi Tang, (2021\/09), An Automatic Bleeding-Rank System for Transurethral Resection of the Prostate Surgery Videos Using Machine Learning, Diagnostics, vol.11(10), pp. 1767 (SCI IF=3.706) Ranking (45\/167).<\/li>\n<li>Chih-Hung Chang, Tse-Chuan Hsu, William Cheng-Chung Chu, <strong>Che-Lun Hung<\/strong>, Ping-Fang Chiu, (2021\/03), A Smart Service Warehousing Platform Supporting Big Data Deep Learning Modeling Analysis, Journal of Internet Technology, vol.22(2), pp. 483-489 (SCI IF=0.786) Ranking (146\/162).<\/li>\n<li>Jian-Wen Chen, Wan-Ju Lin, Hui-Jun Cheng, <strong>Che-Lun Hung*<\/strong>, Chun-Yuan Lin, Shu-Pei Chen, (2021\/02), A smartphone-based application for scale pest detection using multiple-object detection methods, Electronics, vol.10(4), pp. 372 (SCI IF=2.412) Ranking (145\/273).<\/li>\n<\/ol>\n<\/li>\n<\/ul>\n<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n","protected":false},"excerpt":{"rendered":"<p>&nbsp; Personal Profile Che-Lun Hung Professor, Institute of Biomedical Informatics PhD of Computer Science, National Tsing Hua University, Taiwan Field of Interest: Smart Medicine, Deep Learning, Medical Image Analysis, Bioinformatics Computing, High Performance Computing Office: R327-2, 3F, SoRen Building Phone: 886-2-28267349 Email: clhung@nycu.edu.tw Research Interests \u7814\u7a76\u8208\u8da3 (Research Interests)\uff1a \u667a\u6167\u91ab\u7642(Smart Medicine) \u6df1\u5ea6\u5b78\u7fd2(Deep Learning) \u91ab\u5b78\u5f71\u50cf\u5206\u6790(Medical Image Analysis)..<\/p>\n","protected":false},"author":1,"featured_media":15097,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[30],"tags":[],"class_list":["post-15957","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category--en"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.6 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Che-Lun Hung - \u570b\u7acb\u967d\u660e\u4ea4\u901a\u5927\u5b78 \u751f\u7269\u91ab\u5b78\u8cc7\u8a0a\u7814\u7a76\u6240<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/bmi.nycu.edu.tw\/en\/che-lun-hung\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Che-Lun Hung - \u570b\u7acb\u967d\u660e\u4ea4\u901a\u5927\u5b78 \u751f\u7269\u91ab\u5b78\u8cc7\u8a0a\u7814\u7a76\u6240\" \/>\n<meta property=\"og:description\" content=\"&nbsp; Personal Profile Che-Lun Hung Professor, Institute of Biomedical Informatics PhD of Computer Science, National Tsing Hua University, Taiwan Field of Interest: Smart Medicine, Deep Learning, Medical Image Analysis, Bioinformatics Computing, High Performance Computing Office: R327-2, 3F, SoRen Building Phone: 886-2-28267349 Email: clhung@nycu.edu.tw Research Interests \u7814\u7a76\u8208\u8da3 (Research Interests)\uff1a \u667a\u6167\u91ab\u7642(Smart Medicine) \u6df1\u5ea6\u5b78\u7fd2(Deep Learning) \u91ab\u5b78\u5f71\u50cf\u5206\u6790(Medical Image Analysis)..\" \/>\n<meta property=\"og:url\" content=\"https:\/\/bmi.nycu.edu.tw\/en\/che-lun-hung\/\" \/>\n<meta property=\"og:site_name\" content=\"\u570b\u7acb\u967d\u660e\u4ea4\u901a\u5927\u5b78 \u751f\u7269\u91ab\u5b78\u8cc7\u8a0a\u7814\u7a76\u6240\" \/>\n<meta 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Interests)\uff1a \u667a\u6167\u91ab\u7642(Smart Medicine) \u6df1\u5ea6\u5b78\u7fd2(Deep Learning) \u91ab\u5b78\u5f71\u50cf\u5206\u6790(Medical Image Analysis)..","og_url":"https:\/\/bmi.nycu.edu.tw\/en\/che-lun-hung\/","og_site_name":"\u570b\u7acb\u967d\u660e\u4ea4\u901a\u5927\u5b78 \u751f\u7269\u91ab\u5b78\u8cc7\u8a0a\u7814\u7a76\u6240","article_published_time":"2021-10-21T00:40:21+00:00","article_modified_time":"2026-10-30T08:25:12+00:00","og_image":[{"width":204,"height":260,"url":"https:\/\/bmi.nycu.edu.tw\/wp-content\/uploads\/2021\/10\/Che_Lun_Hung.jpeg","type":"image\/jpeg"}],"author":"admin","twitter_card":"summary_large_image","twitter_misc":{"Written by":"admin","Est. reading time":"6 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