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東海大學資訊管理學系暨研究所 Tunghai University Department of Information Management-師資成員-兼任教師-潘人豪

潘人豪

信箱:pan@51donate.com
簡介:
助理教授
《學歷》 國立中興大學資訊科學與工程系 博士
《經歷》 2014~  元智大學大數據與數位匯流創新中心 助理教授 
2013.3~2014.3  衛生福利部桃園醫院國際衛生中心 組長
2011.9~2012.10 中華民國駐厄瓜多技術團 助理技師
2007.9~2011.6  中台科技大學資訊管理系 兼任講師
《授課名稱》 大數據分析實務
《授過課程》 Java程式設計
大數據科學導論
大數據專題
《研究領域》
  • 大數據運算與資料探勘:In-Memory數據計算技術、機器學習演算法
  • 雲端計算:Hadoop儲存架構、MapReduce計算架構
  • 醫學資訊學:環境事件與疾病關聯運算、疾病風險、再入院風險預測模型
  • 生物資訊學:MicroRNA預測、序列分析、多重聚合酶連鎖反應引子設計
  • 啟發式演算應用法:基因演算法、最佳化演算法應用
《期刊論文》
  • Ren-Hao Pan, Rung-Ching Chen, Elong Lin, Yung-Kuan Chan, Yung-Fu Chen, 2016, "Using genetic algorithm and maximum clique to design multiplex PCR primers for sequential deletion applications," International Journal of Data Mining and Bioinformatics, Vol.14, No.2, pp.177 – 195.
  • 郭靜燕、潘人豪、陳麗資、陳厚全、詹前隆, 2016, "評估脊椎融合術納入健保DRG下對費用影響因子分析(Impact factor analysis of the spinal fusion surgery medical expenses in Tw-DRGs)," 醫學與健康期刊, 第5卷, 第2期.
  • Hui-Chen Cheng, Ren-Hao Pan, Huan-Jui Yeh, K. Robert Lai, May-Yung Yen, Chien-Lung Chan, An-Guor Wang, 2016, "Ambient air pollution and the risk of central retinal artery occlusion," Ophthalmology, 123(12):2603-2609. . doi: 10.1016
  • Kai-Biao Lin, Chien-Lung Chan, Nan-Ping Yang, Robert K Lai, Yuan-Hung Liu, Shun-zhi Zhu, Ren-Hao Pan, 2015, "Epidemiology of Appendicitis and Appendectomy for the Low-Income Population in Taiwan, 2003-2011," BMC Gastroenterology, 15:18. DOI: 10.1186/s12876-015-0242-1 (2014 SCI Impact Factor = 2.365, Rank:42/76=55%).
  • Kai-Biao Lin, K. Robert Lai, Nan-Ping Yang, Chien-Lung Chan, Yuan-Hung Liu, Ren-Hao Pan and Chien-Hsun Huang, 2015, "Epidemiology and socioeconomic features of appendicitis in Taiwan: a 12-year population-based study," World Journal of Emergency Surgery, 10:42 doi:10.1186/s13017-015-0036-3 (2014 SCI Impact Factor = 1.473, Rank:10/24=41%), 2015.
  • 陳厚全, 潘人豪, 陳永福, 徐錦池, 徐永年, 2015, "臺灣國際醫療資訊系統TaiwanHIS之開發及於開發中國家之導入經驗," 埔基醫療雜誌, 7:1.
  • Kai-Biao Lin, K. Robert Lai, Nan-Ping Yang, Ke-Shou Wu, Hsien-Wei Ting, Ren-Hao Pan, Chien-Lung Chan, 2015, Nov., "Trends and outcomes in the utilization of laparoscopic appendectomies in a low-income population in Taiwan from 2003 to 2011.," International Journal for Equity in Health, 14:100, DOI 10.1186/s12939-015-0248-x. (SSCI, 51/147, Public, Environmental & Occupational Health).
  • Ren-Hao Pan, Rung-Ching Chen, Elong Lin, Yung-Kuan Chan, Yung-Fu Chen, 2015, "Using genetic algorithm and maximum clique to design multiplex PCR primers for sequential deletion applications," Int. J. of Data Mining and Bioinformatics (IJDMB),
  • Ren-Hao Pan, Nien-Tzu Chang, Dachen Chu, Kuo-Fang Hsu, Yuan-Nian Hsu, Jin-Chyr Hsu, Lin-Yu Tseng and Nan-Ping Yang, 2014, "Epidemiology of orthopedic fractures and other injuries among inpatients admitted due to traffic accidents: a 10 years nationwide survey in Taiwan," The Scientific World Journal, 2013 SCIE Impact Factor = 1.219, P:16/55=29%.
  • 陳厚全, 潘人豪, 徐錦池, 徐永年, 陳永福, 2014, "衛生福利部桃園醫院國際醫療合作計畫--醫療資訊系統之設計與導入: TaiwanHIS : Taiwan Healthcare Information System," 埔基醫療雜誌, 6:2, pp.21-24.
  • Hsuan-Hung Lin, Jiin-Chyr Hsu, Yuan-Nian Hsu, Ren-Hao Pan, Yung-Fu Chen, Lin-Yu Tseng, 2013, "Disulfide connectivity prediction without the prior knowledge of the bonding state of cysteines based on structural information," Computers in Biology and Medicine, Vol. 43(11). (2014 SCI Impact Factor = 1.24; Rank:57/99=57%).
  • Ren-Hao Pan, Kuo-Fang Hsu, Yuan-Nian Hsu, Jin-Chyr Hsu and Nan-Ping Yang, 2013, "全國車禍住院病患之十年流行病學分析:以2002-2011健保資料庫為例," Journal of Medicine and Health, Vol. 2, Supplement 2, pp.56..
  • Yung-Fu Chen, Rung-Ching Chen, Elong Lin, Ren-Hao Pan, Yung-Kuan Chan, 2008, "Design of Multiplex PCR Primers Using Heuristic Algorithm for Sequential Deletion Applications," Computational Biology and Chemistry, Vol. 33, No. 2. , pp. 181-188. (2014 SCI Impact Factor = 1.992; Rank:26/94=27%).
  • Yung-Fu Chen, Rung-Ching Chen, Lin-Yu Tseng, Elong Lin, Yung-Kuan Chan and Ren-Hao Pan, 2007, "NTMG (N-terminal Truncated Mutants Generator for cDNA): an automatic multiplex PCR assays design for generating various N-terminal truncated cDNA mutants," Nucleic Acids Research, Vol. 35. W66-W70.
  • Rung-ChingChen, J.Y. Liang, Ren-Hao Pan, 2006, "Using Recursive ART Network to Construction Domain Ontology Based on Term Frequency and Inverse Document Frequency," Expert Systems with Applications, Vol. 34(1). pp.488-50.
  • Y. F. Chen, Ren-Hao Pan, D. D. Lin, 2005, "運用細線化演算法重建實驗數據資料”, Reconstruction of the Experiment Data from the Published Figures Using Thinning Algorithm," Chungtai Journal of Health Sciences and Technology, Vol. 2(1).
  • R. C. Chen, Y. C. Lee, Ren-Hao Pan, 2005, "以語意相似度為基礎擴展本體論概念 Enhancing new concepts in the ontology base on semantic similarity," Journal of Information Management and Engineering, Vol. 6(1).
 《會議論文》
  • Chien-Lung Chan, Yu-Chi Chiu, Ren-Hao Pan, Hsien-Wei Ting, Nan-Ping Yang, "The Impact Of Walking Exercise On The Gait Parameter, Falls Self-Efficacy And Fall Risk Of The Elderly Diabetic Patients," 2016 International Conference on Business and Information, 2016, 07,
  • K. Robert Lai, Ren-Hao Pan (Corresponding Author), Lin-Yu Tseng, Chien-Lung Chan, Chin-Sheng Wu , Po-Long Wang, Kai-Biao Lin, "miR-FIND: A Biological Features Based MicroRNA and MicroRNA Cluster Prediction Web Service," 2016 IEEE International Conference on Applied System Innovation (IEEE ICASI 2016), 2016, 05, Okinawa, Japan. (IEEE Xplore, EI)
  • Ren-Hao Pan, Van Lam Ho, Phan Dinh Van, Hsiu-Chen Hsu, K. Robert Lai and Chien-Lung Chan, "Development of daily activity and lifestyle data visualization tool for the college student learning analytics," The International Workshop on Learning Analytics and Educational Data Mining (LAEDM 2016), 2016, September 14-16, Kanazawa, Japan
  • Chien-Lung Chan, Yu-Chi Chiu, Ren-Hao Pan, Hsien-Wei Ting, Nan-Ping Yang, "The Impact Of Walking Exercise On The Gait Parameter, Falls Self-Efficacy And Fall Risk Of The Elderly Diabetic Patients," 2016 International Conference on Business and Information, 2016, July 3-5, Nagoya, Japan
  • 王小惠、潘人豪、吳維翎、張郁瑄、鄭沐軒、陳村銘, "大數據時代下-臺灣環境與醫療衛生的資料視覺化," 第十屆海峽兩岸企業管理學術研討會暨2016全球華人企業管理高峰論壇, 2016,
  • 王小惠、潘人豪、蔡佩君、陳怡姍, "大數據資訊視覺化研究:初探線上閱讀的動態圖表呈現Research of Big Data Visualization: User Experience for Applying Dynamic Charts in online reading," 電腦資訊與多媒體應用研討會 (2016 Conference of Information and Applied Multimedia 2016), 2016,
  • Ren-Hao Pan, Lin-Yu Tseng, I-En Liao, Chien-Lung Chan, K. Robert Lai, Kai-Biao Lin, "Design of an NGS MicroRNA Predictor Using Multi-layer Hierarchical MapReduce Framework,"  2015 IEEE International Conference on Data Science and Advanced Analytics (IEEE DSAA 2015), 2015, Paris, France
  • 潘人豪, 徐國芳, 徐永年, 徐錦池, 楊南屏, "全國車禍住院病患之十年流行病學分析:以2002-2011健保資料庫為例," 第二屆全人醫療暨整合服務研討會, 2013,
  • Rung-Ching Chen, Ya-Ching Lee, Ren-Hao Pan, "Adding New Concepts on The Domain Ontology based on Semantic Similarity," International Conference on Business and Information (BAI2006), 2006, Singapore
  • Rung-Ching Chen, Chuen-Chieh Liao, Bernard Ren-Hao Pan and Lin-Yu Tseng, "A Novel Genetic Algorithm for Multicast Routing Problem on the QoS Constrain," IEEE International Conference on Systems, Man, and Cybernetics (EI), 2006,
  • R. C. Chen, R. H. Liang, R. H. Pan, "藉由類神經網路自動建構本體論的方法Constructing an Ontology Automatically by ART Neural Network," The 16th Workshop on Object-Oriented Technology and Applications, 2005,
《研究計畫》
  • 前瞻串流媒體處理與分析之核心技術發展及其在智慧交通與健康醫療之創新應用(2/3), Co-PI, Ministry of Science and Technology, ROC (Taiwan), (MOST-105-2218-E-155-010)
    2016/08/01~2017/07/31
  • 長期臥床老人壓瘡危險因子及其預後之流行病學研究, Co-PI, Ministry of Science and Technology, ROC (Taiwan), (MOST-105-2314-B-002-134-MY2)
    2016/08/01~2018/07/31
  • 環境氣候因子與腦血管、心肺疾病之大數據關聯分析與創新服務發展, Co-PI, Ministry of Science and Technology, ROC (Taiwan), (MOST-05-2221-E-155-041-MY3)
    2016/08/01~2019/07/31
  • 前瞻串流媒體處理與分析之核心技術發展及其在智慧交通與健康醫療之創新應用(1/3), Co-PI, Ministry of Science and Technology, ROC (Taiwan), (MOST-104-3115-E-155 -002)
    2015/08/01~2016/07/31
  • 行動傳播之資訊視覺化研究--以使用者體驗來探討醫療大數據呈現), Co-PI, Ministry of Science and Technology, ROC (Taiwan), (MOST-104-2218-E-155-004 )
    2015/08/01~2016/07/31
  • 應用醫療、環境、氣候政府巨量數據,建構動態醫療趨勢分析預測模型, Co-PI, Ministry of Science and Technology, ROC (Taiwan), (MOST-104-2218-E-155-004)
    2015/04/01~2015/09/30

 

《學歷》 國立中興大學資訊科學與工程系 博士
《經歷》 2014~  元智大學大數據與數位匯流創新中心 助理教授 
2013.3~2014.3  衛生福利部桃園醫院國際衛生中心 組長
2011.9~2012.10 中華民國駐厄瓜多技術團 助理技師
2007.9~2011.6  中台科技大學資訊管理系 兼任講師
《授課名稱》 大數據分析實務
《授過課程》 Java程式設計
大數據科學導論
大數據專題
《研究領域》
  • 大數據運算與資料探勘:In-Memory數據計算技術、機器學習演算法
  • 雲端計算:Hadoop儲存架構、MapReduce計算架構
  • 醫學資訊學:環境事件與疾病關聯運算、疾病風險、再入院風險預測模型
  • 生物資訊學:MicroRNA預測、序列分析、多重聚合酶連鎖反應引子設計
  • 啟發式演算應用法:基因演算法、最佳化演算法應用
《期刊論文》
  • Ren-Hao Pan, Rung-Ching Chen, Elong Lin, Yung-Kuan Chan, Yung-Fu Chen, 2016, "Using genetic algorithm and maximum clique to design multiplex PCR primers for sequential deletion applications," International Journal of Data Mining and Bioinformatics, Vol.14, No.2, pp.177 – 195.
  • 郭靜燕、潘人豪、陳麗資、陳厚全、詹前隆, 2016, "評估脊椎融合術納入健保DRG下對費用影響因子分析(Impact factor analysis of the spinal fusion surgery medical expenses in Tw-DRGs)," 醫學與健康期刊, 第5卷, 第2期.
  • Hui-Chen Cheng, Ren-Hao Pan, Huan-Jui Yeh, K. Robert Lai, May-Yung Yen, Chien-Lung Chan, An-Guor Wang, 2016, "Ambient air pollution and the risk of central retinal artery occlusion," Ophthalmology, 123(12):2603-2609. . doi: 10.1016
  • Kai-Biao Lin, Chien-Lung Chan, Nan-Ping Yang, Robert K Lai, Yuan-Hung Liu, Shun-zhi Zhu, Ren-Hao Pan, 2015, "Epidemiology of Appendicitis and Appendectomy for the Low-Income Population in Taiwan, 2003-2011," BMC Gastroenterology, 15:18. DOI: 10.1186/s12876-015-0242-1 (2014 SCI Impact Factor = 2.365, Rank:42/76=55%).
  • Kai-Biao Lin, K. Robert Lai, Nan-Ping Yang, Chien-Lung Chan, Yuan-Hung Liu, Ren-Hao Pan and Chien-Hsun Huang, 2015, "Epidemiology and socioeconomic features of appendicitis in Taiwan: a 12-year population-based study," World Journal of Emergency Surgery, 10:42 doi:10.1186/s13017-015-0036-3 (2014 SCI Impact Factor = 1.473, Rank:10/24=41%), 2015.
  • 陳厚全, 潘人豪, 陳永福, 徐錦池, 徐永年, 2015, "臺灣國際醫療資訊系統TaiwanHIS之開發及於開發中國家之導入經驗," 埔基醫療雜誌, 7:1.
  • Kai-Biao Lin, K. Robert Lai, Nan-Ping Yang, Ke-Shou Wu, Hsien-Wei Ting, Ren-Hao Pan, Chien-Lung Chan, 2015, Nov., "Trends and outcomes in the utilization of laparoscopic appendectomies in a low-income population in Taiwan from 2003 to 2011.," International Journal for Equity in Health, 14:100, DOI 10.1186/s12939-015-0248-x. (SSCI, 51/147, Public, Environmental & Occupational Health).
  • Ren-Hao Pan, Rung-Ching Chen, Elong Lin, Yung-Kuan Chan, Yung-Fu Chen, 2015, "Using genetic algorithm and maximum clique to design multiplex PCR primers for sequential deletion applications," Int. J. of Data Mining and Bioinformatics (IJDMB),
  • Ren-Hao Pan, Nien-Tzu Chang, Dachen Chu, Kuo-Fang Hsu, Yuan-Nian Hsu, Jin-Chyr Hsu, Lin-Yu Tseng and Nan-Ping Yang, 2014, "Epidemiology of orthopedic fractures and other injuries among inpatients admitted due to traffic accidents: a 10 years nationwide survey in Taiwan," The Scientific World Journal, 2013 SCIE Impact Factor = 1.219, P:16/55=29%.
  • 陳厚全, 潘人豪, 徐錦池, 徐永年, 陳永福, 2014, "衛生福利部桃園醫院國際醫療合作計畫--醫療資訊系統之設計與導入: TaiwanHIS : Taiwan Healthcare Information System," 埔基醫療雜誌, 6:2, pp.21-24.
  • Hsuan-Hung Lin, Jiin-Chyr Hsu, Yuan-Nian Hsu, Ren-Hao Pan, Yung-Fu Chen, Lin-Yu Tseng, 2013, "Disulfide connectivity prediction without the prior knowledge of the bonding state of cysteines based on structural information," Computers in Biology and Medicine, Vol. 43(11). (2014 SCI Impact Factor = 1.24; Rank:57/99=57%).
  • Ren-Hao Pan, Kuo-Fang Hsu, Yuan-Nian Hsu, Jin-Chyr Hsu and Nan-Ping Yang, 2013, "全國車禍住院病患之十年流行病學分析:以2002-2011健保資料庫為例," Journal of Medicine and Health, Vol. 2, Supplement 2, pp.56..
  • Yung-Fu Chen, Rung-Ching Chen, Elong Lin, Ren-Hao Pan, Yung-Kuan Chan, 2008, "Design of Multiplex PCR Primers Using Heuristic Algorithm for Sequential Deletion Applications," Computational Biology and Chemistry, Vol. 33, No. 2. , pp. 181-188. (2014 SCI Impact Factor = 1.992; Rank:26/94=27%).
  • Yung-Fu Chen, Rung-Ching Chen, Lin-Yu Tseng, Elong Lin, Yung-Kuan Chan and Ren-Hao Pan, 2007, "NTMG (N-terminal Truncated Mutants Generator for cDNA): an automatic multiplex PCR assays design for generating various N-terminal truncated cDNA mutants," Nucleic Acids Research, Vol. 35. W66-W70.
  • Rung-ChingChen, J.Y. Liang, Ren-Hao Pan, 2006, "Using Recursive ART Network to Construction Domain Ontology Based on Term Frequency and Inverse Document Frequency," Expert Systems with Applications, Vol. 34(1). pp.488-50.
  • Y. F. Chen, Ren-Hao Pan, D. D. Lin, 2005, "運用細線化演算法重建實驗數據資料”, Reconstruction of the Experiment Data from the Published Figures Using Thinning Algorithm," Chungtai Journal of Health Sciences and Technology, Vol. 2(1).
  • R. C. Chen, Y. C. Lee, Ren-Hao Pan, 2005, "以語意相似度為基礎擴展本體論概念 Enhancing new concepts in the ontology base on semantic similarity," Journal of Information Management and Engineering, Vol. 6(1).
 《會議論文》
  • Chien-Lung Chan, Yu-Chi Chiu, Ren-Hao Pan, Hsien-Wei Ting, Nan-Ping Yang, "The Impact Of Walking Exercise On The Gait Parameter, Falls Self-Efficacy And Fall Risk Of The Elderly Diabetic Patients," 2016 International Conference on Business and Information, 2016, 07,
  • K. Robert Lai, Ren-Hao Pan (Corresponding Author), Lin-Yu Tseng, Chien-Lung Chan, Chin-Sheng Wu , Po-Long Wang, Kai-Biao Lin, "miR-FIND: A Biological Features Based MicroRNA and MicroRNA Cluster Prediction Web Service," 2016 IEEE International Conference on Applied System Innovation (IEEE ICASI 2016), 2016, 05, Okinawa, Japan. (IEEE Xplore, EI)
  • Ren-Hao Pan, Van Lam Ho, Phan Dinh Van, Hsiu-Chen Hsu, K. Robert Lai and Chien-Lung Chan, "Development of daily activity and lifestyle data visualization tool for the college student learning analytics," The International Workshop on Learning Analytics and Educational Data Mining (LAEDM 2016), 2016, September 14-16, Kanazawa, Japan
  • Chien-Lung Chan, Yu-Chi Chiu, Ren-Hao Pan, Hsien-Wei Ting, Nan-Ping Yang, "The Impact Of Walking Exercise On The Gait Parameter, Falls Self-Efficacy And Fall Risk Of The Elderly Diabetic Patients," 2016 International Conference on Business and Information, 2016, July 3-5, Nagoya, Japan
  • 王小惠、潘人豪、吳維翎、張郁瑄、鄭沐軒、陳村銘, "大數據時代下-臺灣環境與醫療衛生的資料視覺化," 第十屆海峽兩岸企業管理學術研討會暨2016全球華人企業管理高峰論壇, 2016,
  • 王小惠、潘人豪、蔡佩君、陳怡姍, "大數據資訊視覺化研究:初探線上閱讀的動態圖表呈現Research of Big Data Visualization: User Experience for Applying Dynamic Charts in online reading," 電腦資訊與多媒體應用研討會 (2016 Conference of Information and Applied Multimedia 2016), 2016,
  • Ren-Hao Pan, Lin-Yu Tseng, I-En Liao, Chien-Lung Chan, K. Robert Lai, Kai-Biao Lin, "Design of an NGS MicroRNA Predictor Using Multi-layer Hierarchical MapReduce Framework,"  2015 IEEE International Conference on Data Science and Advanced Analytics (IEEE DSAA 2015), 2015, Paris, France
  • 潘人豪, 徐國芳, 徐永年, 徐錦池, 楊南屏, "全國車禍住院病患之十年流行病學分析:以2002-2011健保資料庫為例," 第二屆全人醫療暨整合服務研討會, 2013,
  • Rung-Ching Chen, Ya-Ching Lee, Ren-Hao Pan, "Adding New Concepts on The Domain Ontology based on Semantic Similarity," International Conference on Business and Information (BAI2006), 2006, Singapore
  • Rung-Ching Chen, Chuen-Chieh Liao, Bernard Ren-Hao Pan and Lin-Yu Tseng, "A Novel Genetic Algorithm for Multicast Routing Problem on the QoS Constrain," IEEE International Conference on Systems, Man, and Cybernetics (EI), 2006,
  • R. C. Chen, R. H. Liang, R. H. Pan, "藉由類神經網路自動建構本體論的方法Constructing an Ontology Automatically by ART Neural Network," The 16th Workshop on Object-Oriented Technology and Applications, 2005,
《研究計畫》
  • 前瞻串流媒體處理與分析之核心技術發展及其在智慧交通與健康醫療之創新應用(2/3), Co-PI, Ministry of Science and Technology, ROC (Taiwan), (MOST-105-2218-E-155-010)
    2016/08/01~2017/07/31
  • 長期臥床老人壓瘡危險因子及其預後之流行病學研究, Co-PI, Ministry of Science and Technology, ROC (Taiwan), (MOST-105-2314-B-002-134-MY2)
    2016/08/01~2018/07/31
  • 環境氣候因子與腦血管、心肺疾病之大數據關聯分析與創新服務發展, Co-PI, Ministry of Science and Technology, ROC (Taiwan), (MOST-05-2221-E-155-041-MY3)
    2016/08/01~2019/07/31
  • 前瞻串流媒體處理與分析之核心技術發展及其在智慧交通與健康醫療之創新應用(1/3), Co-PI, Ministry of Science and Technology, ROC (Taiwan), (MOST-104-3115-E-155 -002)
    2015/08/01~2016/07/31
  • 行動傳播之資訊視覺化研究--以使用者體驗來探討醫療大數據呈現), Co-PI, Ministry of Science and Technology, ROC (Taiwan), (MOST-104-2218-E-155-004 )
    2015/08/01~2016/07/31
  • 應用醫療、環境、氣候政府巨量數據,建構動態醫療趨勢分析預測模型, Co-PI, Ministry of Science and Technology, ROC (Taiwan), (MOST-104-2218-E-155-004)
    2015/04/01~2015/09/30