特聘教授 兼 成大醫院健康數據資源中心執行長
聯絡方式
  資訊系館新大樓11F 65B06
  06-2757575 ext 62534
   jchiang@mail.ncku.edu.tw
  智慧型資訊擷取實驗室
      (資訊系館新大樓6F 65604)
專長及研究領域
生醫資訊探勘、人工智慧、智慧型計算、雲端醫療照護、癌症與幹細胞研究、巨量資料分析
學歷
經歷
專利
專利 | METHOD OF AN INTERACTIVE HEALTH STATUS ASSESSMENT AND SYSTEM THEREOF | 美國 | 國立成功大學 | 蔣榮先、楊珮菁 | US10978209B2 | 2021/4/13-2041/04/13 |
專利 | 互動式健康狀態評估系統及其方法 | 中華民國 | 國立成功大學 | 蔣榮先、楊珮菁 | I659429 | 2019/5/11-2038/11/29 |
榮譽及獲獎
獲獎
2022 獲選2021年度科學影響力「全球前 2% 頂尖科學家」
2012-2022 榮獲成功大學特聘教授殊榮
2022 獲選台灣醫療科技展InnoZone的十大亮點之一
2020-2022 第19屆國家新創獎
第18屆國家新創獎精進續獎
第17屆國家新創獎
2020-2021 2021未來科技獎
2020未來科技突破獎
2021 獲聯合國教科文組織(UNESCO)推舉為全球最頂尖的十大AI團隊
2020 獲選「100MVP經理人」
2019 資訊傑出人才獎
2008-2009 美國李氏基金會 傑出學者獎(Li Foundation Fellow)
榮譽
2020迄今 行政院數位國家創新經濟推動小組民間諮詢委員會委員
2019迄今 國家醫療品質獎(NHQA) 評審委員
2016迄今 中華民國大專校院資訊服務協會 理事
2016迄今 ISO 27001 資訊安全管理制度-合格主導稽核員(Lead Auditor)
2017迄今BS 10012 個人資訊管理制度-合格主導稽核員(Lead Auditor)
2010迄今 IEEE 計算智慧學會 「生醫工程與生物資訊技術委員會」
2010-2012為副主席
2012-2014迄今為主席
2007迄今 高等教育評鑑中心 評鑑委員
2007迄今 台灣生物資訊學會 常務理事
2004迄今 Senior Member, IEEE Society
2022-2023 數位發展部資料應用跨域協作與輔導試辦服務輔導專家
2017-2022 第17-22屆 亞太資訊訊科技聯盟大賽(APICTA Awards) 國際評審
2018擔任首席裁判
2017 擔任國家代表裁判並帶領台灣代表隊至孟加拉參加國際競賽
2021 大專院校資訊應用服務創新競賽InnoServe評審委員
2019-2021 台灣醫學資訊學會理事
2017-2021 第22-26屆大專校院資訊應用服務創新競賽 評審
2020 JISE Associate Editors
2018 TCSE 台灣軟體工程研討會 大會主席
2015-2017 TANET臺灣網際網路研討會
2015指導委員/2016籌備委員/2017主編
2016 考試院考選部 特考召集人、典試委員
2011-2013 Asian Association of Societies for Bioinformatics (亞洲生物資訊學會) 理事長
2006-2009 中華民國模糊學會 第六屆理事
2005-2007 中華民國人工智慧學會 第七屆常務理事
著作
1. 蔣榮先 "從A I到智慧醫療" 城邦集團商周出版社 2020年
Hsin-Hsiung Chang, Jung-Hsien Chiang, Chi-Shiang Wang, Ping-Fang Chiu, Khaled Abdel-Kader, Huiwen Chen, Edward D Siew, Jonathan Yabes, Raghavan Murugan, Gilles Clermont, Paul M Palevsky, Manisha Jhamb / September 2022 / Predicting Mortality Using Machine Learning Algorithms in Patients Who Require Renal Replacement Therapy in the Critical Care Unit / Journal of Clinical Medicine / 11(18), 5289
Chi-Shiang Wang, Fang-Yi Su, Jung-Hsien Chiang / July 2022 / MedCheX: An Efficient COVID-19 Detection Model for Clinical Usage / Journal of Information Science & Engineering / 38(4), 749-759
Pei-Yi Hao, Jung-Hsien Chiang, Yu-De Chen / May 2022 / Possibilistic classification by support vector networks / Neural Networks / 149,40-56
Ching-Ju Chiu,Lin-Chun Hua,Chieh-Ying Chou,Jung-Hsien Chiang / April 2022 / Robot-enhanced diabetes care for middle-aged and older adults living with diabetes in the community: A small sample size mixed-method evaluation / PLoS ONE / 17(4),e0265384
Jung-Hsien Chiang, Chung-Yao Ma, Chi-Shiang Wang, Pei-Yi Hao / January 2022 / An Adaptive, Context-Aware, and Stacked Attention Network-Based Recommendation System to Capture Users Temporal Preference / IEEE Transactions on Knowledge and Data Engineering / 1-1
Sina Abdollahi,Seyedeh Zahra Dehghanian,Liang-Yi Hung,Shiang-Jie Yang,Dao-Peng Chen,L Jeffrey Medeiros, Jung-Hsien Chiang, Kung-Chao Chang / October 2021 / Deciphering genes associated with diffuse large B-cell lymphoma with lymphomatous effusions: A mutational accumulation scoring approach / Biomark research / 9(1),74
Hui-O Chen,Peng-Chan Lin,Chen-Ruei Liu,Chi-Shiang Wang,Jung-Hsien Chiang / October 2021 / Contextualizing Genes by Using Text-Mined Co-Occurrence Features for Cancer Gene Panel Discovery / Frontiers in Genetic / 12,771435
Sina Abdollahi,Peng-Chan Lin,Jung-Hsien Chiang / October 2021 / WinBinVec: Cancer-Associated Protein-Protein Interaction Extraction and Identification of 20 Various Cancer Types and Metastasis Using Different Deep Learning Models / IEEE Journal of Biomedical and Health Informatics / 25(10),4052-4063
Sina Abdollahi, Peng-Chan Lin, Meng-Ru Shen, Jung-Hsien Chiang / July 2021 / Precise uncertain significance prediction using latent space matrix factorization models: genomics variant and heterogeneous clinical data-driven approaches / Briefings in Bioinformatics / 22(4), bbaa281
Cheng-Yi Kao,Chiao-Yun Lin,Cheng-Chen Chao,Han-Sheng Huang,Hsing-Yu Lee,Chia-Ming Chang,Kang Sung,Ting Rong Chen,Po-Chang Chiang,Li-Ting Huang,Bow Wang,Yi-Sheng Liu,Jung-Hsien Chiang,Chien-Kuo Wang,Yi-Shan Tsai / June 2021 / Automated Radiology Alert System for Pneumothorax Detection on Chest Radiographs Improves Efficiency and Diagnostic Performance / Diagnostics / 2021,11(7),1182
Chi-Shiang Wang,Bo-Syun Chen,Jung-Hsien Chiang / June 2021/ TDD-BPR: The topic diversity discovering on Bayesian personalized ranking for personalized recommender system / Neurocomputing / 441, 202-213
Sina Abdollahi, Peng-Chan Lin, Jung-Hsien Chiang / May 2021 / DiaDeL: An accurate deep learning-based model with mutational signatures for predicting metastasis stage and cancer types / IEEE/ACM Transactions on Computational Biology and Bioinformatics / 19(3),1336-1343
Chi-Shiang Wang, Fang-Yi Su, Tsung-Lu Michael Lee, Yi-Shan Tsai, Jung-Hsien Chiang / May 2021 / CUAB: Convolutional Uncertainty Attention Block Enhanced the Chest X-ray Image Analysis / arXiv preprint arXiv:2105.01840 / https://doi.org/10.48550/arXiv.2105.01840
Peng-Chan Lin,Hui-O Chen,Chih-Jung Lee,Yu-Min Yeh,Meng-Ru Shen,Jung-Hsien Chiang / January 2021 / Comprehensive assessments of germline deletion structural variants reveal the association between prognostic MUC4 and CEP72 deletions and immune response gene expression in colorectal cancer patients / Human Genomics / 15(1),3
Ping-Yen Liu,Yi-Shan Tsai,Po-Lin Chen,Huey-Pin Tsai,Ling-Wei Hsu,Chi-Shiang Wang,Nan-Yao Lee,Mu-Shiang Huang,Yun-Chiao Wu,Wen-Chien Ko,Yi-Ching Yang,Jung-Hsien Chiang,Meng-Ru Shen / October 2020 / Application of an Artificial Intelligence Trilogy to Accelerate Processing of Suspected Patients With SARS-CoV-2 at a Smart Quarantine Station: Observational Study / Journal of Medical Internet Research / 22(10):e19878
Mu-Shiang Huang, Chi-Shiang Wang, Jung-Hsien Chiang, Ping-Yen Liu, Wei-Chuan Tsai / September 2020 / Automated Recognition of Regional Wall Motion Abnormalities Through Deep Neural Network Interpretation of Transthoracic Echocardiography / Originally / 142(16),1510-1520
Kun-Hsing Yu, Tsung-Lu Michael Lee, Ming-Hsuan Yen, S. C. Kou, Bruce Rosen, Jung-Hsien Chiang, Isaac S. Kohane / August 2020 / Reproducible Machine Learning Methods for Lung Cancer Detection Using Computed Tomography Images / Journal of Medical Internet Research / 22(8),e16709
D.A. Devyatkin1, A.I. Molodchenkov1, A.V. Lukin1, Y.S. Kim, A.A. Boyko, P.A. Karalkin, J.-H. Chiang,
G.D. Volkova, A.Yu. Lupatov / September 2019 / Towards Automated Meta-analysis of Biomedical Texts in the Field of Cell-based Immunotherapy / EXPERIMENTAL RESEARCH / 2,3
"Kueffner, Robert ; Zach, Neta; Bronfeld, Maya; Norel, Raquel ; Atassi, Nazem ; Balagurusamy, Venkat ; Di Camillo, Barbara ;Chio, Adriano ; Cudkowicz, Merit ; Dillenberger, Donna ;…Chiang, JH (Chiang, Jung-Hsien)[ 27 ] …Stolovitzky, Gustavo…" / January 2019 / Stratification of amyotrophic lateral sclerosis patients: A crowdsourcing approach / Scientific Reports / 9,690
Chia-Jung Yang, Jung-Hsien Chiang / December 2018 / Cateye: A Hint-Enabled Search Engine Framework for Biomedical Classification Systems / International Computer Symposium / 1013,758-763
RE Suvorov, Ya S Kim, AM Gisina, JH Chiang, KN Yarygin, A Yu Lupatov / November 2018 / Surface molecular markers of cancer stem cells: computation analysis of full-text scientific articles / Bulletin of Experimental Biology and Medicine / 166(1),135-140
Chia-Jung Yang, Jung-Hsien Chiang / October 2018 / Gene ontology concept recognition using named concept: understanding the various presentations of the gene functions in biomedical literature / Database: The Journal of Biological Databases and Curation / bay115
Kun-Hsing Yu, Tsung-Lu Michael Lee, Yu-Ju Chen, Christopher Ré, Samuel C Kou, Jung-Hsien Chiang, Michael Snyder, Isaac S Kohane / August 2018 / A Cloud-Based Metabolite and Chemical Prioritization System for the Biology/Disease-driven Human Proteome Project / Journal of proteome research / 17(12),4345-4357
Jui-Hung Chang, Chen-En Tsai, Jung-Hsien Chiang / July 2018 / Using Heterogeneous Social Media as Auxiliary Information to Improve Hotel Recommendation Performance / IEEE Access / 6,42647-42660
Yu Kun-Hsing, Lee Tsung-Lu Michael, Wang Chi-Shiang, Chen Yu-Ju, Re Christopher, Kou Samuel C., Chiang Jung-Hsien*, Kohane Isaac S., Snyder Michael / April 2018 / Systematic Protein Prioritization for Targeted Proteomics Studies through Literature Mining / Journal of proteome research / 17(4),1383-1396
Hsih-Te Yang, Jiun-Huang Ju, Yue-Ting Wong, Ilya Shmulevich, Jung-Hsien Chiang / May 2017 / Literature-based Discovery of New Candidates for Drug Repurposing / Briefings in bioinformatics / 18(3),488-497
Kim YS, Kaidina AM, Chiang JH, Yarygin KN, Lupatov AY / January 2017 / Cancer Stem Cell Molecular Markers Verified in vivo / BIOCHEMISTRY MOSCOW-SUPPLEMENT SERIES B-BIOMEDICAL CHEMISTRY / 11(1),43-54
Hung Shan, Li Min-Shan, Chen Yen-Lin, Chiang Jung-Hsien, Chen Ying-Yeh, Hung Galen Chin-Lun / October 2016 / Smartphone-based ecological momentary assessment for Chinese patients with depression: An exploratory study in Taiwan / ASIAN JOURNAL OF PSYCHIATRY / 23,131–136
Yang HT, Yang H, Chiang JH, Wang SJ / October 2016 / Translating genomic sequences into antibody efficacy and safety against influenza toward clinical trial outcomes: a case study / DRUG DISCOVERY TODAY / 21(10),1664-1671
Galen Chin-Lun Hung, Pei-Ching Yang, Chia-Chi Chang, Jung-Hsien Chiang, Ying-Yeh Chen / July 2016 / Predicting Negative Emotions Based on Mobile Phone Usage Patterns: An Exploratory Study / JMIR Research Protocols / 5(3),e160
YS Kim, AM Kaidina, JH Chiang, KN Yarygin, A Yu Lupatov / March 2016 / Molecular markers of cancer stem cells verified in vivo / Biomeditsinskaya khimiya / 62(3),228-38
Hung G.Chin-Lun, Li MS, Chen YL, Chiang JH / March 2016 / Capturing Depression with Your Smartphone: Validity and Utilization of iHOPE for Depressed Patients in Taiwan / European Psychiatry / 33,S283
Wen-Chieh Fang, Huan-Jui Chang, Chen Yang, Hsih-Te Yang, Jung-Hsien Chiang / December 2015 / A boosting approach for predicting slope of ALS / F1000Research / https://doi.org/10.7490/f1000research.1111120.1
WS Cheng, JH Chiang / January 2015 / Analysis of Prognostic Marker Panel for High-Grade Serous Ovarian Cancer through Age-Dependent DNA Methylation. J Phylogen Evolution Biol. 3: 153 / These results also indicated that our method reliably extracted age-dependent markers with the potential to consider further clinical testing / DOI:10.4172/2329-9002.1000153
Jung-Hsien Chiang, Jiun-Huang Ju / December 2014 / Discovering Novel Protein-protein Interactions by Measuring the Protein Semantic Similarity from the Biomedical Literature / JOURNAL OF BIOINFORMATICS AND COMPUTATIONAL BIOLOGY / 12(6),SI
Jung-Hsien Chiang, Pei-Ching Yang, Hsuan Tu / August 2014 / Pattern Analysis in Daily Physical Activity Data for Personal Health Management / Pervasive and mobile computing / 13,13-25
Yuqing Mao, Kimberly Van Auken, Donghui Li, Cecilia N Arighi, Peter McQuilton, G Thomas Hayman, Susan Tweedie, Mary L Schaeffer, Stanley JF Laulederkind, Shur-Jen Wang, Julien Gobeill, Patrick Ruch, Anh Tuan Luu, Jung-jae Kim, Jung-Hsien Chiang, Yu-De Chen, Chia-Jung Yang, Hongfang Liu, Dongqing Zhu, Yanpeng Li, Hong Yu, Ehsan Emadzadeh, Graciela Gonzalez, Jian-Ming Chen, Hong-Jie Dai, Zhiyong L / August 2014 / Overview of the Gene Ontology Task at BioCreative IV / DATABASE-THE JOURNAL OF BIOLOGICAL DATABASES AND CURATION / 25(2014),bau086
Jennifer M Holden, Ludek Koreny, Samson Obado, Alexander V Ratushny, Wei-Ming Chen, Jung-Hsien Chiang, Steven Kelly, Brian T Chait, John D Aitchison, Michael P Rout, Mark C Field / May 2014 / Nuclear Pore Complex Evolution: a Trypanosome Mlp Analogue Functions in Chromosomal Segregation but Lacks Transcriptional Barrier Activity / Molecular biology of the cell / 25(9),1421-1436
Jung-Hsien Chiang, Wan-Shu Cheng, Leroy Hood, and Qiang Tian / May 2014 / An Epigenetic Biomarker Panel for Glioblastoma Multiforme Personalized Medicine through DNA Methylation Analysis of Human Embryonic Stem Cell-like Signature / OMICS: A Journal of Integrative Biology / 18(5),310-323
Pei-Ching Yang, Chia-Chi Chang, Yen-Lin Chen, Jung-Hsien Chiang, Galen Chin-Lun Hung / April 2014 / Portable assessment of emotional status and support system / International Conference on Health Information Science / 8423,175-183
Jung-Hsien Chiang , Lin Chan-Hsien / March 2014 / NCS: Incorporating Positioning Data to Quantify Nucleosome Stability in Yeast / Bioinformatics / 30(6),761-767
Samuel A. Danziger, Alexander V. Ratushny, Jennifer J. Smith, Ramsey A. Saleem, Yakun Wan, Christina E. Arens, Abraham M. Armstrong, Katherine Sitko, Wei-Ming Chen, Jung-Hsien Chiang, David J. Reiss, Nitin S. Baliga, John D. Aitchison / Februery 2014 / Molecular Mechanisms of System Responses to Novel Stimuli are Predictable from Public Data / NUCLEIC ACIDS RESEARCH / 42(3),1442-1460
Cheng, Wan-Shu, Chiang, Jung-Hsien / December 2013 / CGPredictor: A Systematic Integrated Analytic Tool for Mining and Examining Genome-scale Cancer Independent Prognostic Epigenetic Marker Panels / BMC SYSTEMS BIOLOGY / 7(6),S10
Wei-Ming Chen, Samuel A Danziger, Jung-Hsien Chiang, John D Aitchison / October 2013 / PhosphoChain: A Novel Algorithm to Predict Kinase and Phosphatase Networks from High-throughput Expression Data / Bioinformatics / 29(19),2435-44
Tsunglin Liu, Cheng-Hung Tsai, Wen-Bin Lee, Jung-Hsien Chiang / July 2013 / Optimizing Information in Next-Generation-Sequencing (NGS) Reads for Improving De Novo Genome Assembly / PLoS ONE / 8(7),e69503
Chiang JH, Chang DTH, Kao HY / April 2013 / Introduction to the 23rd International Conference on Genome Informatics (GIW2012) / Gene / 518(1),1-1特刊: SI
Van de Vosse DW, Wan Y, Lapetina DL, Chen WM, Chiang JH, Aitchison JD, Wozniak RW / February 2013 / A Role for the Nucleoporin Nup170p in Chromatin Structure and Gene Silencing / Cell / 152(5),969-983
Lee TLM, Chiang JH / November 2012 / A Systems Biology Approach to Solving the Puzzle of Unknown Genomic Gene-Function Association Using Grid-Ready SVM Committee Machines / IEEE COMPUTATIONAL INTELLIGENCE MAGAZINE / 7(4),46-54
Chang, DTH, Ke, CH, Lin JH, Chiang JH / 2012 / AutoBind: Automatic Extraction of Protein-ligand Binding Affinity Data from Biological Literature / Bioinformatics / 28(16),2162-2168
Wan Yakuna, Chen Weimingb, Xing Jiec, Tan Jinyina, Li Binga, Chen Huiyinga, Lin Zhanxianb, Chiang Jung-Hsienb, Saleem Ramsey A.d / October 2011 / Erratum: Transcriptome profiling reveals a novel role for trichostatin A in antagonizing histone chaperone Chz1 mediated telomere anti-silencing / FEBS Letters / 585(19),31463
Lin JW, Chang CH, Lin MW, Ebell, MH, Chiang JH / August 2011 / Automating the Process of Critical Appraisal and Assessing the Strength of Evidence with Information Extraction Technology / Journal of Evaluation in Clinical Practice / 17(4),832-838
Yakun Wan ,Weiming Chen, Jie Xing, Jinyin Tan, Bing Li, Huiying Chen, Zhanxian Lin, Jung- Hsien Chiang, Saleem Ramsey / August 2011 / Transcriptome Profiling Reveals a Novel Role for Trichostatin A in Antagonizing Histone Chaperone Chz1 Mediated Telomere Anti-silencing / FEBS Letters / 585(15),2519-2525
Chiang JH,Liu HH, Huang YT / April 2011 / Condensing Biomedical Journal Texts through Paragraph Ranking / BIOINFORMATICS / 27(8),1143-1149
Chao SY, Chiang JH, Huang AM, Chang WS / March 2011 / An Integrative Approach to Identifying Cancer Chemoresistance-associated Pathways / BMC MEDICAL GENOMICS / 4,23
Yeh CY, Shin SM, Yeh HH, Wu TJ, Shin JW, Chang TY, Raghavaraju G, Lee CT, Chiang JH, Tseng VS, Lee YCG, Shen CH, Chow NH, Liu HS / April 2011 / Transcriptional Activation of the Axl and PDGFR-alpha by c-Met through a ras- and Src-independent Mechanism in Human Bladder Cancer / BMC Cancer / 11,139
Yang Pei-Chinga,Chiang Jung-Hsiena,Liu Jen-Chub,Wen Yi-Lunc,Chuang Kuo-Yuc / December 2010 / An efficient cloud for wellness self-management devices and services / Proceedings - 4th International Conference on Genetic and Evolutionary Computing, ICGEC 2010 / 767-770
Michael T-L Lee, Jimmy J-M Su, Chi-Rong Li, Patrick Y-W Chu, Ming-Sheng Liu, Jung-Hsien Chiang, Kelvin K-C Tsai, Kok-Tong Tan / October 2010 / Gene expression signatures associated with protracted stromal responses to therapeutically relevant cytotoxic stimuli predict breast cancer chemoresponsiveness / Clinical Cancer Research / 16 (19_Supplement),B22
Chiang JH, Lin JW, Yang CW / May 2010 / Automated Evaluation of Electronic Discharge Notes to Assess Quality of Care for Cardiovascular Diseases Using Medical Language Extraction and Encoding System (MedLEE) / JOURNAL OF THE AMERICAN MEDICAL INFORMATICS ASSOCIATION / 17(3),245-252
Wan YK, Chiang JH, Lin CH, Arens CE, Saleem RA, Smith JJ , Aitchison JD / March 2010 / Histone Chaperone Chz1p Regulates H2B Ubiquitination and Subtelomeric Anti-silencing / NUCLEIC ACIDS RESEARCH / 38(5),1431-1440
Cheng LH, Lu W, Kulkarni B, Pejovic T, Yan, XW, Chiang JH, Hood L, Odunsi K, Lin BY / March 2010 / Analysis of chemotherapy response programs in ovarian cancers by the next-generation sequencing technologies / GYNECOLOGIC ONCOLOGY / 117(2)159-169
Shih-Yi Chao; Jung-Hsien Chiang / October 2009 / Reconstruct feedback control of cell cycle-regulated networks of the yeast by neural network computing / 2006 International Conference on Computing & Informatics / 5276483
Yung-Chun Chang, Pei-Ching Yang, Jung-Hsien Chiang / September 2009 / Ontology-based intelligent web mining agent for Taiwan travel / 2009 IEEE/WIC/ACM International Joint Conference on Web Intelligence and Intelligent Agent Technology / 3,421-424
Jung-Hsien Chiang / September 2009 / Tech-ware: Bioinformatics and computational biology resources [Best of the Web] / IEEE Signal Processing Magazine / 26(5),153-158
Hao PY, Chiang JH, Lin YH / 2009 / A New Maximal-margin Spherical-structured Multi-class Support Vector Machine / APPLIED INTELLIGENCE / 30(2) 98-111
Wan YK, Saleem RA, Ratushny AV, Roda O, Smith JJ 1, Lin CH, Chiang JH, Aitchison JD / 2009 / Role of the Histone Variant H2A.Z/Htz1p in TBP Recruitment, Chromatin Dynamics, and Regulated Expression of Oleate-Responsive Genes / MOLECULAR AND CELLULAR BIOLOGY / 29(9),2346-2358
Majetl R, Becker MW, Tian Q, Lee TLM, Yan XW, Liu R, Chiang JH, Hood L, Clarke MF, Weissman IL / March 2009 / Dysregulated Gene Expression Networks in Human Acute Myelogenous Leukemia Stem Cells / PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA / 106(9),3396-3401
Chiang JH, Ho SH, Wang WH / October 2008 / Similar Genes Discovery System (SGDS): Application for Predicting Possible Pathways by Using GO Semantic Similarity Measure / EXPERT SYSTEMS WITH APPLICATIONS / 35(3),1115-1121
Chiang JH, Lee TLM / August 2008 / In Silico Prediction of Human Protein Interactions Using Fuzzy-SVM Mixture Models and Its Application to Cancer Research / IEEE TRANSACTIONS ON FUZZY SYSTEMS / 16(4),1087-1095
Hao PY, Chiang JH / April 2008 / Fuzzy Regression Analysis by Support Vector Learning Approach / IEEE TRANSACTIONS ON FUZZY SYSTEMS / 16(2),428-441
Chiang JH, Ho SH /
Chiang JH, Ho SH / March 2008 / A Combination of Rough-based Feature Selection and RBF Neural Network for Classification Using Gene Expression Data / IEEE TRANSACTIONS ON NANOBIOSCIENCE / 7(1),91-99
Yin ZX, Chiang JH / January 2008 / Novel Algorithm for Coexpression Detection in Time-varying Microarray Data Sets / IEEE-ACM TRANSACTIONS ON COMPUTATIONAL BIOLOGY AND BIOINFORMATICS / 5(1),120-135
Chiang JH, Yin ZX / November 2007 / Unsupervised Minor Prototype Detection Using an Adaptive Population Partitioning Algorithm / PATTERN RECOGNITION / 40(11),3132-3145
Chiang JH, Liu HS, Chao SY, Chen CY / November 2007 / Discovering Gene-gene Relations from Sequential Sentence Patterns in Biomedical Literature / EXPERT SYSTEMS WITH APPLICATIONS / 33(4),1036-1041
Hao PY, Chiang JH, Tu YK / October 2007 / Hierarchically SVM Classification Based on Support Vector Clustering Method and Its Application to Document Categorization / EXPERT SYSTEMS WITH APPLICATIONS / 33(3),627-635
Hao PY, Chiang JH / March 2007 / A Fuzzy Model of Support Vector Regression Machine / INTERNATIONAL JOURNAL OF FUZZY SYSTEMS / 9(1)45-50
Chiang JH, Chao SY / March 2007 / Modeling Human Cancer-related Regulatory Modules by GA-RNN Hybrid Algorithms / BMC BIOINFORMATICS / 8,91
Hao PY, Chiang JH / August 2006 / Pruning and Model-selecting Algorithms in the RBF Frameworks Constructed by Support Vector Learning / INTERNATIONAL JOURNAL OF NEURAL SYSTEMS / 16(4),283-293
Chiang JH, Shin JW, Liu HH, Chin CL / August 2006 / GeneLibrarian: An Effective Gene-information Summarization and Visualization System / BMC BIOINFORMATICS / 7,392
Chiang JH, Yu HC / August 2005 / Literature Extraction of Protein Functions Using Sentence Pattern Mining / IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING / 17(8),1088-1098
Chiang JH, Yue SH, Yin ZX / April 2004 / A New Fuzzy Cover Approach to Clustering / IEEE TRANSACTIONS ON FUZZY SYSTEMS / 12(2),199-208
Chiang JH, Chen YC / March 2004 / An Intelligent News Recommender Agent for Filtering and Categorizing Large Volumes of Text Corpus / INTERNATIONAL JOURNAL OF INTELLIGENT SYSTEMS / 19(3),201-216
Chiang JH, Hao PY / February 2004 / Support Vector Learning Mechanism for Fuzzy Rule-based Modeling: A New Approach / IEEE TRANSACTIONS ON FUZZY SYSTEMS / 12(1),1-12
Chiang JH, Yu HC, Hsu HJ / January 2004 / GIS: A Biomedical Text-mining System for Gene Information Discovery / BIOINFORMATICS / 20(1),120-121
國際會議
研究計劃
計畫名稱 | 起迄日期 | 補助單位 |
基於卷積式不確定性注意力模塊之對比式深度學習框架在早期肺癌病癥偵測系統之開發 | 2021 ~ 2023 | 科技部 |
開發一個從普適性標注到具終身學習能力之原創AI工作流程指引 | 2021 ~ 2023 | 科技部 |
互動智慧型機器人改善防疫流程 | 2020 ~ 2021 | 科技部 |
建置一個具多層次學習能力的居家照護機器人之後端推論機制--以銀髮族與糖尿病患者之陪伴與照護實證 | 2018 ~ 2020 | 科技部 |
銀髮族口語互動式居家陪伴及推薦系統 | 2018 ~ 2020 | 科技部 |
建置一個應用深度遞歸神經網絡及語意分析技術於異質性社群網路巨量資料 之智慧型推薦系統 | 2017 ~ 2018 | 科技部 |
以生物資訊技術為基礎之高通量流式細胞術定量分析法找出癌症幹細胞表面生物標記 | 2015 ~ 2017 | 科技部 |
建置典範校園綠能機房及雲端化運算管理之研究 | 2015 ~ 2017 | 科技部 |
建立一個新型巨量生醫資料之語意網路查詢分析法及其在藥物重新定位之研究(103-2221-E-006-254-MY2) | 2014 ~ 2015 | 科技部 |
設計及實作一個創新型銀髮族「友善行動資訊」之社群平台 | 2014 ~ 2015 | 科技部 |
發展一個新穎之次世代定序技術應用於基因功能註解與分析整合平臺 | 2013 ~ 2014 | 國科會 |
勸誘式個人化即時回饋運動處方之研究-勸誘式個人化即時回饋運動處方之研究 | 2010 ~ 2013 | 國科會 |
勸誘式個人化即時回饋運動處方之研究-智慧型知識探勘技術與模糊推論機制於個人化運動處方之建立 | 2010 ~ 2013 | 國科會 |
以自動知識擷取為基礎之計算功能性蛋白質體學 | 2009 ~ 2012 | 國科會 |
實作一個以GO概念模型為計算核心之生物反應路徑預測系統 | 2008 ~ 2009 | 國科會 |
建構一個分析少量候選基因群間關聯模組知識之生物資訊註解平 | 2006 ~ 2008 | 國科會 |
系統化建立基因調控模組網路及其應用在環境毒物基因體資料庫之知識擷取機制實作 | 2007 ~ 2008 | 國科會 |
具意圖分析之醫療資訊QA問答引擎研發與實作 | 2006 ~ 2007 | 國科會 |
建構一個知識探勘生物資訊平台及蛋白質註解加值資料庫 | 2005 ~ 2006 | 國科會 |
建構一個生物資訊分析工具--智慧型基因function註解系統 (2) | 2004 ~ 2005 | 國科會 |
智慧型數位生活機能支持系統技術研究 | 2002 ~ 2004 | 國科會 |
建構一個生物資訊分析工具--智慧型基因function註解系統 (1) | 2003 ~ 2004 | 國科會 |
以生物資訊方法搜尋砷相關膀胱癌之表現型錄及確認新穎之指標因子 (2) | 2004 ~ 2004 | 國科會 |
以生物資訊方法搜尋砷相關膀胱癌之表現型錄及確認新穎之指標因子(1) | 2002 ~ 2003 | 國科會 |
智慧型生物資訊平台架構及其在大量醫學文件中知識擷取之研究 | 2002 ~ 2003 | 國科會 |
智慧型文件探勘技術及其在大量新聞文件中事件擷取之應用 | 2001 ~ 2002 | 國科會 |
智慧型網際網路寬頻社區多媒體資訊伺服系統之研發(3) | 2001 ~ 2002 | 國科會 |
以網路介面整合式單核甘酸多型性查詢系統及快速發展SNP的生物方法 | 2000 ~ 2001 | 國科會 |
智慧型網際網路寬頻社區多媒體資訊伺服系統之研發(2) | 2000 ~ 2001 | 國科會 |
資訊採擷支援建築設計協同作業之合作式設計決策研究 | 2000 ~ 2000 | 國科會 |
智慧型網際網路寬頻社區多媒體資訊伺服系統之研發(1) | 1999 ~ 2000 | 國科會 |
模糊積分器之混合模式探討 | 1998 ~ 1999 | 國科會 |
計畫名稱 | 起迄日期 | 補助單位 |
運用人工智慧技術建構胸腔X光影像偵測疑似癌症病灶模型 | 2021 ~ 2021 | 衛生福利部中央健保署 |
農業統計行銷資訊網 | 2014 ~ 2014 | 行政院農業委員會 |
於行動裝置開發一個焦慮情緒早期偵測系統 | 2014 ~ 2014 | 台達電子股份有限公司 |
建立一個世界級之巨量生醫資料(Big Biodata)合作研究平台 | 2014 ~ 2014 | 教育部 |
教育部南部雲端資料中心建置計畫 | 2013 ~ 2014 | 教育部 |
生物危害物質之公共衛生風險評估與風險管理研究 | 2005 ~ 2006 | 衛生署疾管局 |
全球學術研究網路-網路安全、不當資訊防制及商業機制規劃服務 | 2002 ~ 2002 | 國家高速電腦中心 |
台灣學術網路上不當資訊之智慧型搜尋與過濾機制 | 2001 ~ 2002 | 教育部 |
台灣學術網路上不當資訊之過濾與防制研究 | 2001 ~ 2002 | 教育部 |
指導學生情況
博士班:
蔡牧宏(博4)、顏銘炫(博4)、陳惠娥(博4)、陳良政(博2)、吳政達(博2) 蔡沛蓁(博1)、潘公福(博1)
碩士班:
石曜愷(碩2)、陳玨安(碩2)、方郁文(碩2)、陳香君(碩2)、應伶軒(碩1) 謝至恆 (碩1)、陳俊諺(碩1)、周郁婕(碩1)、崔元淇(碩1)