TMU 臺北醫學大學教師人才庫

蔣以仁(Chiang, I-Jen) 教授

Email
ijchiang@tmu.edu.tw
現  職
大數據科技及管理研究所 主任
大數據科技及管理研究所 教授

學經歷

學歷

畢業學校與學位[修業時間]
國立臺灣大學資訊工程學研究所 博士
1992/09/01~1997/06/01
國立臺灣大學醫學工程學程 博士
1993/01/01~1997/06/30

本校學術經歷

任職單位與職稱 [起迄時間]
大數據科技及管理研究所教授
2016/02/01~
大數據科技及管理研究所副教授
2016/01/01~2016/01/31
醫務管理學系副教授
2015/08/01~2015/12/31
醫學資訊研究所副教授
2011/02/01~2015/07/31
醫學資訊研究所(舊)副教授
2004/08/01~2011/01/31
醫學資訊研究所(舊)助理教授
2001/10/01~2004/07/31
醫學資訊研究所(舊)助理教授
2000/02/01~2001/08/31

本校行政經歷

服務單位與職稱[起迄時間]
大數據科技及管理研究所主任
105/08/01 ~
大數據科技及管理研究所籌備處主任
104/10/04 ~ 105/07/31
醫學生物科技博士學位學程籌備處教授
104/02/01 ~ 105/01/31
校務系統組(舊)組長
093/10/01 ~ 094/12/31

其它經歷

任職單位與職稱[起迄時間]
新埔工商專校資管所兼任助理教授
1998/08~2000/07
私立健行工商專科學校專任助理教授
1997/09/01~1998/07/31
清雲技術學院助理教授
1997/09/01~1998/07/31
台灣大學資訊所研究助理
1997/09~1998/08
台灣大學醫學系研究助理
1996/02~1998/07
迅映科技股份有限公司創辦人及總經理
1996~1997
台北科技大學機械系講師
1994/02~1994/07
中央大學資管所講師
1991/06~1993/07

專長與研究領域

學門分類
時間與時序隨機演繹 Temporal and Time-Series Stochastic Processing,複雜與社會網路 Compex and Social Networks,模糊邏輯 Fuzzy Sets and Theory,高維拓樸 High-Dimensional Topological Space,巨量資料分析技術,幾何與拓樸,資料探勘 Data Mining,文獻探勘 Text Mining,生醫資訊分析 Biomedical Information Analysis
學門專長
學術專長
研究資源
示波器,邏輯分析儀,繪圖伺服器,資料庫伺服器
學門分類
時間與時序隨機演繹 Temporal and Time-Series Stochastic Processing,複雜與社會網路 Compex and Social Networks,模糊邏輯 Fuzzy Sets and Theory,高維拓樸 High-Dimensional Topological Space,巨量資料分析技術,幾何與拓樸,資料探勘 Data Mining,文獻探勘 Text Mining,生醫資訊分析 Biomedical Information Analysis
學門專長
學術專長
研究資源
示波器,邏輯分析儀,繪圖伺服器,資料庫伺服器

論文著作

論文 Journal Paper

2016 Abdallah A. E.,Suleman Atique,I-Jen Chiang. Screening Mammography Efficacy: A Comparison between Screen-Film, Computed Radiography and Digital Mammography in Taiwan . Studies in Health Technology and Informatics .2016 ;(216):914

論文 Journal Paper

2015 I-Jen Chiang,Charles Chih-Ho Liu,Yi-Hsin Tsai,Ajit Kumar. Discovering Latent Semantics in Web Documents Using Fuzzy Clustering . IEEE TRANSACTIONS ON FUZZY SYSTEMS .2015 ;(23):1-13

論文 Journal Paper

2015 Ajit Kumar,Sanjeev Maskara,I-Jen Chiang. Identifying Semantic in High-Dimensional Web Data Using Latent Semantic Manifold . Journal of Data Analysis and Information Processing .2015 ;(3):136-152

論文 Journal Paper

2015 I-Jen Chiang. Agglomerative Algorithm to Discovery Semantics From Unstructured Big Data . Proceeding of 2015 IEEE International Conference on Big Data .2015 ;(1):1556-1563

論文 Journal Paper

2015 Ajit Kumar,I-Jen Chiang. Document Clustering using Semantic Cliques Aggregation . Journal of Computer and Communications .2015 ;(3):28-44

論文 Journal Paper

2015 Chun-Chih Liao,Yi-Hsin Tsai,Yi-Long Chen,Ke-Chun Huang,I-Jen Chiang,Jau-Min Wong, Furen Xiao. Transcalvarial brain herniation volume after decompressive craniectomy is the difference between two spherical caps . Medical Hypotheses .2015 ;(84):183-188

論文 Journal Paper

2015 Ajit Kumar,Sanjeev Maskara,I-Jen Chiang. Identifying Semantic in High-Dimensional Web Data Using Latent Semantic Manifold . Journal of Data Analysis and Information Processing .2015 ;(3):136-152

論文 Journal Paper

2014 Ajit Kumar,Reena Maskara,Saurabh Bhatia,I-Jen Chiang. Conceptualization and Application of an Approach for Designing Healthcare Software Interface . Journal of Biomedical Informatics .2014 ;(49):171-186

論文 Journal Paper

2014 Ajit Kumar,Saurabh Bhatia,I-Jen Chiang. Health Care Satifaction among Foreign Resigents in Taiwan - An Assessment and Improvement . Technology and Health care .2014 ;(22):77-90

論文 Journal Paper

2013 Ajit Kumar,Saurabh Bhatia,I-Jen Chiang. Deployment of an in-house designed training process in a quaternary care hospital . Technology and Health Care .2013 ;(1):469-478

論文 Journal Paper

2013 Ajit Kumar,Sanjeev Maskara,I-Jen Chiang. Building a prototype using human-centered design to engage older adults in healthcare decision-making . Work: A Journal of Prevention, Assessment and Rehabilitation .2013 ;(49):653-661

論文 Journal Paper

2013 KC Huang,I-Jen Chiang,F. Xiao,CC Liao,CC Liu,JM Wong. PICO element detection in medical text without metadata: are first sentences enough? . Journal of Biomedical Informatics .2013 ;(46):940-946

論文 Journal Paper

2012 Wen-Chin Fann,I-Jen Chiang,Cheng-Ting Hsiao,Yu-Cheng Hong,I-Chuan Chen. Predicting the Mortality of Necrotizing Fasciitis with Blood Pressure and White Blood Cell Count . Surgical Practice .2012 ;(16):103-108

論文 Journal Paper

2011 Y-P. Fan,C-L. Liu,I-Jen Chiang,C-Y. Lin. Development of a prognostic nomogram for identifying those factors which influence the 2- and 5-year survival chances of Taiwanese women diagnosed with breast cancer . European Journal of Cancer Care .2011 ;(20):620-626

論文 Journal Paper

2011 Thomas M Hsieh,Yi-Min Liu,Chun-Chih Liao,Furen Xiao,I-Jen Chiang,Jau-Min Wong. Automatic Segmentation of Meningioma from Non-Contrasted Brain MRI Integrating Fuzzy Clustering and Region Growing . BMC Medical Informatics and Decision Making .2011 ;(11)

論文 Journal Paper

2010 Chun-Chih Liao,Furen Xiao,Jau-Min Wong,I-Jen Chiang. Automatic recognition of midline shift on brain CT images . Computers in Biology and Medicine .2010 ;(40):331-339

論文 Journal Paper

2010 Chun-Chih Liao,Furen Xiao,Jau-Min Wong,I-Jen Chiang. Computer-aided diagnosis of intracranial hematoma with brain deformation on computed tomography . Computers in Biology and Medicine .2010 ;(34):563-571

論文 Journal Paper

2010 Furen Xiao,Chun-Chih Liao,K. C. Huang,I-Jen Chiang,Jau-Min Wong. Automated assessment of midline shift in head injury patients . Clin Neurol Neurosurg .2010 ;(112):785-790

論文 Journal Paper

2010 Min-Huey Chung,I-Jen Chiang,Kuei-Ru Chou,Hsin Chu,Hsiu-Ju Chang. Inter-rater and intra-rater reliability of nursing process records for patients with schizophrenia . Journal of Clinical Nursing .2010 ;(19):3023-3030

論文 Journal Paper

2009 Chun-Chih Liao,Furen Xiao,Jau-Min Wong,I-Jen Chiang. A Multiresolution Binary Level Set Method and its Application to Intracranial Hematoma Segmentation . Computerized Medical Imaging and Graphics .2009 ;(33):423-430

論文 Journal Paper

2009 TMH Hsieh,C . H. Lee,Y. B. Tang,I-Jen Chiang,Jau-Min Wong. Using Porous Polyethylene Implant for Maxillofacial Bony Reconstruction - a General Introduction and Case Report of a Complication . Biomedical Engineering-Applications, Basis and Communications .2009 ;(21):239-244

論文 Journal Paper

2008 Chun-Chih Liao,Furen Xiao,Jau-Min Wong,I-Jen Chiang. A knowledge discovery approach to diagnosing intracranial hematomas on brain CT: recognition, measurement and classification . Proceedings of ICMB 2008 .2008 ;(4901):73-82

論文 Journal Paper

2008 Chun-Chih Liao,Furen Xiao,Jau-Min Wong,I-Jen Chiang. Automatic recognition of midline shift on brain CT images . LNCS .2008

論文 Journal Paper

2008 Furen Xiao,Chun-Chih Liao,Jau-Min Wong,I-Jen Chiang. Automatic Diagnosis of Intracranial hematoma on brain CT using Knowledge Discovery Techniques: Is finer resolution better? . Biomedical Engineering: Applications, Basis and Communications .2008 ;(20):1-8

論文 Journal Paper

2008 I-Jen Chiang,Tsau Young Lin,Hsiang-Chun Tsai,Jau-Min Wong,Xiaohua Hu. Latent Semantic Space for Web Clustering . Studies in Computational Intelligence .2008 ;(118)

論文 Journal Paper

2007 I-Jen Chiang. Discover the Semantic Topology in High-Dimensional Data . Expert Systems with Applications .2007 ;(33)

論文 Journal Paper

2007 Ruey-Ling Yeh,Ching Liu,Ben-Chang Shia,I-Jen Chiang,Wen-Wen Yang,Hsiang-Chun Tsai. Semantic Based Real-Time Clustering for PubMed Literatures . LNAI .2007 ;(4755):291-295

論文 Journal Paper

2007 Chun-Chih Liao,I-Jen Chiang,Furen Xiao,Jau-Min Wong. Tracing the Deformed Midline on Brain CT . Biomedical Engineering-Applications, Basis and Communications .2007 ;(18):305-311

論文 Journal Paper

2007 I-Jen Chiang,Tsau Young Lin,Jane Yung-jen Hsu. Hypergraph Components Decomposition Based on Term Associations for Document Categorization . World Wide Web .2007

論文 Journal Paper

2007 Wen-Yih Liang,Chih-Yi Hsu,Chiung-Ru Lai,Donald Ming-Tek Ho,I-Jen Chiang. Low-cost Telepathology System for Intraoperative Frozen Section Consultation-Our Experience and review of the literature . Human Pathology .2007

論文 Journal Paper

2006 Chun-Chih Liao,Furen Xiao,Jau-Min Wong,I-Jen Chiang. A Simple Genetic Algorithm for tracing the deformed midline on a single slice of brain CT using quadratic Bézier curves . Proceedings of IEEE International Conference on Data Mining .2006

論文 Journal Paper

2006 Furen Xiao,Chun-Chih Liao,I-Jen Chiang,Jau-Min Wong. Automated Labeling of Neuroanatomical Structures in Routine Brain CT, . Proceedings of IEEE International Conference on System, Man, and Cybernetics .2006

論文 Journal Paper

2006 Tsau Young Lin,I-Jen Chiang. Formal Concept Analysis and Document Clustering via Granular Computing . Proceedings of the 2006 IEEE International Conference on System, Man, and Cybernetics .2006

論文 Journal Paper

2006 Chun-Chih Liao,I-Jen Chiang,Furen Xiao,Jau-Min Wong. Tracing the Deformed Midline on Brain CT . Biomedical Engineering- Applications, Basis and Communications .2006 ;(18):305-311

論文 Journal Paper

2006 Wen-Wen Yang,I-Jen Chiang. EBCPG: A visualized evidence-based clinical practice guideline system . Studies in Health Technology and Informatics .2006 ;(122):465-470

論文 Journal Paper

2006 Charles C. H. Liu,I-Jen Chiang,Jau-Min Wong3,Ginni Hsiang-Chun Ts,T. Y. Lin. A Complex Bio-networks of the Function Profile of Genes . LNCS Transactions on Computational Systems Biology V .2006 ;(4070):9-24

論文 Journal Paper

2005 Yu-Hsiu Yen,Yi-Chih Yang,I-Jen Chiang,Jau-Min Wong,Simon Jui-Hsing Wu,Charles Chih-Ho Liu. Exploring the Knowledge Structure of “Breast Reconstruction . Journal of Plastic Surgical Association .2005 ;(14):303-315

論文 Journal Paper

2005 Tsau Young Lin,I-Jen Chiang. A Simplicial Complex, a Hypergraph, Structure in the latent Semantic Space of Document Clustering . International Journal of Approximate Reasoning .2005 ;(40):55-80

論文 Journal Paper

2005 I-Jen Chiang,Tsau Young Lin,Yong Liu. Topological Relational Tables . Lecture Notes of Computer Science .2005 ;(3641):728-737

論文 Journal Paper

2005 Tsau Young Lin,I-Jen Chiang. Semantic Based Clustering of Web Documents . 2005 IEEE International Conference on Granular Computing .2005

論文 Journal Paper

2005 I-Jen Chiang,Ming-Jium Shieh,Jane Yung-jen Hsu,Jau-Min Wong. Building a Medical Decision Support System for Colon Polyp Screening by Using Fuzzy Classification Trees . Applied Intelligence .2005 ;(22):61-75

論文 Journal Paper

2004 Chieh-Tasi Liu,Yu-Ting Yeh,I-Jen Chiang,Hsiang-Yin Chen,Ting-I Lee,Wen-Ta Chiu. Development and Evaluation of an Integrated Pharmaceutical Education System . International Journal of Medical Informatics .2004 ;(73):383-389

論文 Journal Paper

2004 Tsau Young Lin,I-Jen Chiang. Automatic Document Clustering of Concept Hypergraph Decompositions . SPIE .2004

論文 Journal Paper

2003 Pi-Chin Fan, I-Jen Chiang, Ya Wen Tan, Te Chang Huang. Mining Association Rules in Text . Proceedings of 2003 International Conference on Data Mining .2003

論文 Journal Paper

2002 Jenny Chang and I-Jen Chiang. Data Mining-Commercial Intelligence: Let Data Opening your Knowledge . Fu Jen Management Review-Special Edition .2002 ;(9)

論文 Journal Paper

2002 I-Jen Chiang and Ming-Jium Shieh, Jane Yung-jen Hsu, and Jau-Min Wong. Apply Fuzzy Classification to Colon Polyp Screening . Communications of IICM .2002 ;(5):7-12

論文 Journal Paper

2002 I-Jen Chiang and Jane Yung-jen Hsu. Fuzzy classification trees for data analysis . Fuzzy Sets and Systems .2002 ;(130):87-99

論文 Journal Paper

2001 I-Jen Chiang. 一對一個人化服務機制 (One-to-One Personalized Mechanism) . 電腦與通訊(工研院電通所) .2001 ;(95):88-93

論文 Journal Paper

1999 I-Jen Chiang. The accuracy in Forecasts Between Conventional Classifiers and Fuzzy Classifiers: Applications to Physical Checkup Data . Bulletin of International Rough Set Society (IRSS) .1999 ;(3)

論文 Journal Paper

1998 I-Jen Chiang and Jane Yung-jen Hsu. Induction of Fuzzy Classification Trees . Knowledge-Based System .1998

論文 Journal Paper

1996 6. I-Jen Chiang, Jane Yung-jen Hsu, Win-Li Lin, Jau-Min Wong, Ming-Jium Shieh and Cheng-Yi Wang. The Trail of C4.5/ID3 in Predicting the Presence of Rectosigmoid Polyps: A Preliminary Report in National Taiwan University Hospital . Biomedical Engineering- Applications, Basis and Communications .1996 ;(8):132-137

論文 Journal Paper

1996 Ming-Jiun Shieh, Win-Li Lin, I-Jen Chiang and Cheng-Yi Wang. The Predicitive Value of Body Weight and Body Masss Index ({BMI}) in the ultrasound-Diagnosed Fatty Liver . Biomedical Engineering- Applications, Basis and Communications .1996 ;(8):38-42

論文 Journal Paper

1995 8. Ming-Jium Shieh, I-Jen Chiang, Jau-Min Wong, Chium-Sheng Huang and Cheng-Yi Wang. Prevalence of Colorectal Polyps in Taiwan: 60cm-Sigmoidoscopic Findings . Biomedical Engineering- Applications, Basis and Communications .1995 ;(7):290-295

論文 Conference Paper

2015 Wei-San Lin,Charles Chih-Ho Liu,I-Jen Chiang. Text Document Clustering for Topic Discovery by Hypergraph Construction . Proceeding of the 9th International Conference on Advances in Semantic Processing .2015

論文 Conference Paper

2005 I-Jen Chiang,Tsau Young Lin,Jane Yung-jen Hsu. Generating Hypergraph of Term Associations for Automatic Document Concept Clustering . Proceedings of the 8th IASTED International Conference on Artificial Intelligence and Soft Computing .2005

論文 Conference Paper

2005 I-Jen Chiang,Tsau Young Lin,Yong Liu. Topological Relational Tables . Proceedings of The Tenth International Conference on Rough Sets, Fuzzy Sets, Data Mining .2005

論文 Conference Paper

2004 I-Jen Chiang,Tsau Young Lin,Jane Yung-jen Hsu. Generating Hypergraph of Term Associations for Automatic Document Concept Clustering . Proceedings of the 8thIASTED International Conference on Artificial Intelligence and Soft Computing .2004

論文 Conference Paper

2002 1. Ray-Jade Chen, I-Jen Chiang, Yu-Chuan Li, Yu-Ming Lin, Hung-Chi Wu, and Charles C.H. Liu. Utilizing Decision Tree Classifier with Optimal ROC Cut-off Values in the Analysis of Determining Factors for Nonoperative Failure Patients after Major Blunt Hepatic Trauma . IEEE International Conference on Data Mining (ICDM 2002) .2002

論文 Conference Paper

2002 I-Jen Chiang. Text Mining . Taipei Data Mining Conference 2002 .2002

論文 Conference Paper

2002 Forrest Lin and I-Jen Chiang. Longitudinal Study of Atherosclerosis Risk Factors: Relation Factors to BMI and Finding in Entry Examination . Discovery Challenge Workshop of 6th European Conference on Principles and Practice of Knowledge Discovery in Database (PKDD 2002) .2002

論文 Conference Paper

2002 I-Jen Chiang, Ming-Jium Shieh, Jane Yung-jen Hsu, and Jau-Min Wong. A Medical Decision Support System for Polyp Screening by Using Fuzzy Classification Trees . AMIA .2002

論文 Conference Paper

2002 Charles C. H. Liu, I-Jen Chiang, Y.C. Li. Medical Data Mining - Experience of Knowledge Discovery in Two Clinical Databases . AMIA .2002

論文 Conference Paper

2002 C. C. H. Liu, S. J. H. Wu, Y.-C. Li, I-Jen Chiang, K.-S. Liu, S.-Y. Lu, and H.-Y. Chiu. Prognstic Prediction of Digital Replantation—Data Mining the CGH Database of 800 Cases . Porceeding of the Inaugural Congress of the World Society for Reconstructive Microsurgery .2002

論文 Conference Paper

2001 I-Jen Chiang and T. Y. Lin. Index Miner: a data mining system . Proceedings of the Annual International Computer Software and Applications Conference (COMPSAC’2001) .2001

論文 Conference Paper

2001 Charles C. H. Liu, Yu-Chuan Li, and I-Jen Chiang. Medical Data Mining—Experience of Knowledge Discovery in Two Clinical Databases . Proceedings of the MIST2001 .2001

研究計畫

計畫名稱

105 非平穩環境下巨量資料分析之線上遞增式機器學習機制之建置

補助單位

科技部

計畫名稱

103 104年度「委託科技研究計畫-人體生物資料庫進行串聯與巨量資料分析之可行性研究」

補助單位

衛生福利部

計畫名稱

103 健康巨量資料雲端運算處理與探勘分析以建立決策支援資訊平台開發研究

補助單位

科技部

計畫名稱

101 銀髮族養生與旅遊之眼戴式具攝影功能之投射式資通訊設備設計與開發

補助單位

行政院國家科學委員會

計畫名稱

100 台灣胃腸道基質腫瘤之治療成效與經濟效益分析

補助單位

輝瑞大藥廠股份有限公司 (Pfizer)

計畫名稱

100 三維大腸鏡系統研發

補助單位

行政院國家科學委員會

計畫名稱

099 利用擴散理論、語義網絡與時序分析為基礎之機器學習法建立人類活動與環境變遷間之分析模擬模型 (3/3)

補助單位

行政院國家科學委員會

計畫名稱

098 利用擴散理論、語義網絡與時序分析為基礎之機器學習法建立人類活動與環境變遷間之分析模擬模型 (2/3)

補助單位

行政院國家科學委員會

計畫名稱

096 時序性高維資料分群動態預測模型建立之研究

補助單位

行政院國家科學委員會

計畫名稱

096 以臺語為第二外國語學習之數位說、聽部份網際網路線上教學系統之設計與開發-以臺語為第二外國語學習之數位說、聽部份網際網路線上教學系統之設計與開發

補助單位

行政院國家科學委員會

計畫名稱

096 利用擴散理論、語義網絡與時序分析為基礎之機器學習法建立人類活動與環境變遷間之分析模擬模型

補助單位

行政院國家科學委員會

計畫名稱

095 英美檔案知識庫發展經驗之分析

補助單位

檔案管理局

計畫名稱

094 臨床實證指引式之知識平台建立之研究

補助單位

行政院國家科學委員會

計畫名稱

091 建立醫學教育上的生醫結構式與非結構式資料之知識建構與管理系統研發(I)

補助單位

行政院國家科學委員會

計畫名稱

091 以階層式叢集研究多重外傷

補助單位

行政院國家科學委員會

開課清單

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