謝邦昌(Shia, Ben-Chang) 教授

Email
stat1001@tmu.edu.tw
現   職
生物科技高階管理碩士在職專班 教授
國際生技醫療管理博士學位學程籌備處 主任
管理學院 院長
管理學院大數據研究中心 主任

學經歷

學 歷

畢業學校與學位[修業時間]
臺灣大學農藝所生物統計組 博士
1987/09~1991/06
臺灣大學農藝系生統組 學士
1981/09~1985/06

本校學術經歷

任職單位與職稱[起迄時間]
生物科技高階管理碩士在職專班教授
2016/01/01~
醫務管理學系教授
2015/08/01~2015/12/31
醫務管理學系(舊)教授
2015/02/01~2015/07/31

本校兼職教學行政經歷

服務單位與職稱[起迄時間]
國際生技醫療管理博士學位學程籌備處主任
2019/08/27 ~
人工智慧醫療碩士在職專班教授
2019/08/01 ~
大數據科技及管理研究所代理所長
2017/10/01 ~ 2019/02/28
管理學院院長
2016/08/01 ~
大數據科技及管理研究所教授
2016/01/01 ~
生物科技高階管理碩士在職專班籌備處主任
2015/10/04 ~ 2016/07/31
管理學院副院長
2015/09/04 ~ 2016/07/31
管理學院大數據研究中心主任
2015/04/02 ~

其它經歷

任職單位與職稱[起迄時間]
輔仁大學教授
1997/08/01~2015/01/31
輔仁大學副教授
1993/08/01~1997/07/31
行政院主計處研究專員
1991/07/15~1993/06/30

專長與研究領域

學門領域
生物統計
其他應用統計
學術專長
資料探勘與機器學習
Data mining and machine learning
雲端與巨量資料
Cloud and big data
商業智慧與資料探勘(含決策支援系統、資訊檢索、文件探勘、人工智慧)
Business Intelligence and Data Mining (including Decision Support System、Information Retrieval、Text Mining and Artificial Intelligence)

論文著作

清冊下載


1. 2020 L.Ye,J.Luo,B.-C.Shia,Y.Fang. Heterogeneous health classes for older adults and their regional disparities in China based on multidimensional health . Public Health .2020

2. 2020 Ma C,Li Y,Shia BC,Ma S. Human Disease Cost Network Analysis . Statistics in Medicine. .2020

3. 2020 Shia BC,Qin L,Lin KC,Fang CY,Tsai LL,Kao YW, Wu SY. Outcomes for Elderly Patients Aged 70 to 80 Years or Older With Locally Advanced Oral Cavity Squamous Cell Carcinoma: A Propensity Score-Matched, Nationwide, Oldest Old Patient-Based Cohort Study . Cancers .2020

4. 2020 Yang TH,Xirasagar S,Cheng YF,Wu CS,Kao YW,Shia BC, Lin HC. Malignant Otitis Externa Is Associated With Diabetes: A Population-Based Case-Control Study . Annals of Otology, Rhinology & Laryngology .2020

5. 2020 Shia BC,Qin L,Lin KC,Fang CY,Tsai LL,Kao YW,Wu SY. Cancer Med . Age comorbidity scores as risk factors for 90-day mortality in patients with a pancreatic head adenocarcinoma receiving a pancreaticoduodenectomy: A National Population-Based Study. .2020

6. 2020 L. Ye, J. Luo , B.-C. Shia ,Y. Fang . Heterogeneous health classes for older adults and their regional disparities in China: based on multidimensional health . Public Health .2020

7. 2020 Shia BC ,Qin L ,Lin KC ,Fang CY ,Tsai LL ,Kao YW,Wu SY . Age comorbidity scores as risk factors for 90-day mortality in patients with a pancreatic head adenocarcinoma receiving a pancreaticoduodenectomy: A National Population-Based Study. . Cancer Med .2020

8. 2020 Sin-Cih Chen,Sudha Xirasagar, Ju-Chi Liu,Yi-Wei Kao,Ben-Chang Shia,Tzong-Hann Yang,Herng-Ching Lin. A Population-Based Study of Healthcare Resource Utilization in Patients with Mitral Valve Prolapse . Int. J. Environ. Res. Public Health .2020

9. 2020 Tzong-Hann Yang,Sudha Xirasagar,Yen-Fu Cheng,Chuan-Song Wu,Yi-Wei Kao,Ben-Chang Shia,Herng-Ching Lin. Association of Cervical Spondylosis with Obstructive Sleep Apnea . Sleep Medicine .2020

10. 2019 Yen‐Fu Cheng,Tzong‐Han Yang,Chuan‐Song Wu,Yi‐Wei Kao,Ben‐Chang Shia,Herng‐Ching Lin. A population‐based time trend study in the incidence of malignant otitis externa . CLINICAL OTOLARYNGOLOGY .2019

11. 2019 Pao-Huan Chen,Yi-Wei Kao,Ben-Chang Shia,Herng-Ching Lin,JiunnHorng Kang. Adverse stroke outcomes among patients with bipolar disorder . PLOS ONE .2019

12. 2019 Jau-Der Ho,Jau-Jiuan Sheu,Yi-Wei Kao,Ben-Chang Shia,Herng-Ching Lin. Associations between Attention-Deficit/ Hyperactivity Disorder and Ocular Abnormalities in Children: A Population-based Study . Ophthalmic Epidemiology .2019

13. 2019 Chung SD,Liu JC,Lou TN,Shia BC,Lin HC,Kao LT. Relation Between Mitral Valve Prolapse and Erectile Dysfunction (from a Nationwide Case-Control Study). . The American journal of cardiology .2019

14. 2019 L.Ye,B.-C.Shia,Y.Fang,T.-S.Lee. Heterogeneous health profiles and healthcare utilization of the middle-aged and elderly with multiple health insurance schemes in China . public health .2019

15. 2019 Linglong Ye , Jiecheng Luo , Ben-Chang Shia , Ya Fang . Multidimensional Health Groups and Healthcare Utilization Among Elderly Chinese: Based on the 2014 CLHLS Dataset . Int. J. Environ. Res. Public Health .2019

16. 2019 Chuan-Xin Xia,Yi-Wei Kao, Lei Qin, Ming-Chih Chen,Ben-Chang Shia, Szu-Yuan Wu. Cancer risk in chronic rhinosinusitis: a propensity score matched case-control cohort study . Am J Transl Res .2019

17. 2019 Tzong-Hann Yang, Sudha Xirasagar,Yen-Fu Cheng ,Chuan-Song Wu ,Yi-Wei Kao ,Ben-Chang Shia ,Herng-Ching Lin . Association between pioglitazone use and head and neck cancer: Population-based case-control study . HEAD NECK .2019

18. 2018 Lei Qin,Tsung-Ming Chen,Yi-Wei Kao,Kuan-Chou Lin,Kevin Sheng-Po Yuan,Alexander T. H. Wu , Ben-Chang Shia , Szu-Yuan Wu. Predicting 90-Day Mortality in Locoregionally Advanced Head and Neck Squamous Cell Carcinoma after Curative Surgery . Cancers .2018 ;(10)

19. 2018 Lei Qin,Yi-Wei Kao,Yueh- Lung Lin,Bou-Yue Peng,Win-Ping Deng,Tsung-Ming Chen, Kuan-Chou Lin,Kevin Sheng-Po Yuan, Alexander TH Wu,Ben-Chang Shia, Szu- Yuan Wu. Combination of recurrent oral aphthae and dry eye syndrome may constitute an independent risk factor for oral cavity cancer in elderly women . Cancer Management and Research .2018

20. 2018 Hung Shih Han ,Kao Li Ting ,Huang Chung Chien ,Shia Ben Chang ,Lin Herng Ching . A Taiwanese population-based study on the association between chronic tonsillitis and tonsil cancer . Oncotarget .2018 ;(9):7644-7650

21. 2018 Lin Herng Ching ,Kao Li Ting ,Chung Shiu Dong ,Huang Chung Chien ,Shia Ben Chang . Alzheimer's disease is associated with prostate cancer: A population-based study . Oncotarget .2018 ;(9):7616-7622

22. 2018 Qin L,Kao YW,Lin YL,Peng BY,Deng WP,Chen TM, Lin KC, Yuan KSP, Wu ATH, Shia BC, Wu SY. Combination of recurrent oral aphthae and dry eye syndrome may constitute an independent risk factor for oral cavity cancer in elderly women . Cancer Management and Research .2018 ;(10):3273-3281

23. 2018 Qin Lei ,Kao Yi Wei ,Lin Yueh Lung ,Peng Bou Yue ,Deng Win Ping ,Chen TM, Lin KC, Yuan KS, Wu ATH, Shia BC, Wu SY. Recurrent aphthous stomatitis may be a precursor or risk factor for specific cancers: A case-control frequency-matched study . Cancer Medicine .2018

24. 2018 Jiang Yefei ,Ma Shuangge ,Shia Ben Chang ,Lee Tian Shyug . An epidemiological human disease network derived from disease Co-occurrence in Taiwan . Scientific Reports .2018 ;(8)

25. 2017 Liu Hsiang Chuan ,Shia Ben Chang ,Ou Yih Chang ,Su Huan Wen . A generalized DEMATEL theory with a shrinkage coefficient for an indirect relation matrix . MATEC Web of Conferences .2017 ;(119)

26. 2017 Tsai Ming Chieh ,Cheng Wan Ling ,Sheu Jau Jiuan ,Huang Chung Chien ,Shia Ben Chang ,Li-Ting Kao, Herng-Ching Lin. Increased risk of dementia following herpes zoster ophthalmicus . PLoS One .2017 ;(12):1-8

27. 2017 Huang Yuan ,Liu Jin ,Yi Huangdi ,Shia Ben Chang ,Ma Shuangge . Promoting similarity of model sparsity structures in integrative analysis of cancer genetic data . Statistics in Medicine .2017 ;(36):509-559

28. 2017 Lee Kuang Tso ,Hour Ai Ling ,Shia Ben Chang ,Chu Pao Hsien . The application and future of big database studies in cardiology: A single-center experience . Acta Cardiologica Sinica .2017 ;(33):581-587

29. 2017 Kuan Chiung Ying ,Hsieh Ning ,Chen Chieh ,Chang Kuei Ping ,Kao Yi Wei , Ben Chang Shia, Chia Fang Chang, Yao Mao Chang. The subjectivity of long-term care policies in Taiwan: Seniors or disabled? - An example from Tsai's Facebook page . 台灣公共衛生雜誌 .2017 ;(36):511-520

30. 2017 Chin-Long Hsu,Ming-Chih Chen,Ben-Chang Shia,Sheng-Ming Wang. Factor Analysis of the Effects of the Introduction of English Supplementary Education to Future Classrooms . scientific research .2017 ;(7):386-403

31. 2017 Kim-Fatt Khiew,Ming-Chih Chen,Ben-Chang Shia. Derivation Process of Vision That Bind the Overall Business Performance . Journal of Management and Strategy .2017 ;(8):10-17

32. 2017 Kim-Fatt Khiew,Ming-Chih Chen,Ben-Chang Shia,Chun-Hen Pan. Adapting the Balanced Scorecard into the HealthCare Industry: A Literature Review, New Insight and Future Directions . Open Journal of Business and Management .2017 ;(5):611-623

33. 2017 Lie-Jane Kao,Ben-Chang Shia. A Blockchain-based Ledger for tw-DRG Claim Auditing . International Journal of Scientific Engineering and Applied Science .2017 ;(3)

34. 2017 Hsiang-Chuan Liu,Ben-Chang Shia,Yih-Chang Ou,Huan-Wen Su. A generalized DEMATEL theory with a shrinkage coefficient for an indirect relation matrix . MATEC Web of Conferences .2017 ;(119)

35. 2017 Si Jiesheng ,Li Yang ,Xie Bangchang . 基于异质性数据的 Logit 变量选择模型研究 . 統計研究 .2017

36. 2017 Huang Y,Liu J,Yi H,Shia BC,Ma S. Promoting similarity of model sparsity structures in integrative analysis of cancer genetic data . statistics in medicine .2017 ;(36):509-559

37. 2016 Liu KL,Ye LL,Shia BC,Chu PH. Erectile Dysfunction Is Not a Predictor of Atrial Fibrillation: A Population-Based Propensity-Score Matched Cohort Study . journal of sexual medicine .2016 ;(13):55-62

38. 2016 Hsiang-Chuan Liu,Ben-Chang Shia,Jing-Ming Ju,Tsuey-Lan Wang,Chih-Hsiung Su,Yi-Tien Lin. A NOVEL GENERALIZED ITEM RELATIONAL STRUCTURE . ICIC Express Letters .2016 ;(10):2957-2962

39. 2016 Qin Lei,Xie Bangchang. 谷歌流感趋势的成功与失误 . 统计研究 .2016 ;(33):107-110

40. 2016 Hsiang-Chuan Liu,Yih-Chang Ou,Hsien-Chang Tsai,Ben-Chang Shia,Jing-Ming Ju. A Balanced DEMATEL Theory with Normalized Indirect Relation Matrix . ICIC Express Letters Part B: Applications .2016 ;(7):315-321

41. 2016 Li Yang,Kong Wen-jing,Shia Ben-chang. 基于主题模型的半监督网络文本情感分类研究 . 数理统计与管理 .2016

42. 2016 You Tao ,Cheng Hui Min ,Ning Yi Zi ,Shia Ben Chang ,Zhang Zhong Yuan . Community detection in complex networks using density-based clustering algorithm and manifold learning . Physica A: Statistical Mechanics and its Applications .2016 ;(464):221-230

43. 2016 Liu Kuan Liang ,Ye Ling Long ,Chou Shing Hsien ,Tung Ying Chang ,Lin Yu Sheng ,Lung-Sheng Wu, Chia-Pin Lin, Ben-Chang Shia, Pao-Hsien Chu. Erectile Dysfunction Is Not a Predictor of Atrial Fibrillation: A Population-Based Propensity-Score Matched Cohort Study . Journal of Sexual Medicine .2016 ;(13):55-62

44. 2016 Fang Kuangnan ,Wang Xiaoyan ,Shia Ben Chang ,Ma Shuangge . Identification of proportionality structure with two-part models using penalization . Computational Statistics and Data Analysis .2016 ;(99):12-24

45. 2016 Qin Lei ,Ma Shuangge ,Lin Jung Chen ,Shia Ben Chang . Lasso Regression Based on Empirical Mode Decomposition . Communications in Statistics Part B: Simulation and Computation .2016 ;(45):1281-1294

46. 2016 基于ArctanLASSO 的参数估计和变量选取 . SCIENTIA SINICA Mathematica .2016 ;(46):853-866

47. 2016 Liu Hsiang Chuan ,Ou Yih Chang ,Shia Ben Chang ,Tsai Hsien Chang . A novel DEMATEL theory based on Liu's polytomous ordering theory . Neoplasia .2016 ;(71)

48. 2015 Liu Chih Kuang ,Ko Ming Chung ,Chen Shiou Sheng ,Lee Wen Kai ,Shia Ben-Chang ,Chiang HS. Comparison of extracorporeal shock wave lithotripsy running models between outsourcing cooperation and rental cooperation conducted in Taiwan . Journal of the Formosan Medical Association .2015 ;(114):154-158

49. 2015 Zhao Q,Shi X,Xie Y,Huang J,Shia B,Ma S. Combining multidimensional genomic measurements for predicting cancer prognosis: observations fromTCGA . BRIEFINGS IN BIOINFORMATICS .2015 ;(16):291-303

50. 2015 Chih-Kuang Liu,Ming-Chung Ko,Shiou-Sheng Chen,Wen-Kai Lee,Ben-Chang Shia,Han-Sun Chiang. Comparison of extracorporeal shock wave lithotripsy running models between outsourcing cooperation and rental cooperation conducted in Taiwan . Journal of the Formosan Medical Association .2015

51. 2015 Hsiang-Chuan Liu,Wei-Sung Chen,Chih-Ming Chiang,Ben-Chang Shia,Jing-Ming Ju. Extending Liu's ordering theory for cognitive diagnosis and remedial instruction . ICIC Express Letters Part B: Applications .2015 ;(6):491-496

52. 2015 Jing-Ming Ju,Hsiang-Chuan Liu,Ben-Chang Shia,Te-Ying Cheng,Stephen Kent Reed. Schema-based video and animated diagrams helping students with ld solve math word problems . ICIC Express Letters Part B: Applications .2015 ;(6):571-576

53. 2015 Hui-Ming Chen,Chih-Kuang Liu,Hui-Wen Chen,Ben-Chang Shia,Mingchih Chen,Chi-Hsiang Chung. Efficiency of rehabilitation after acute myocardial infarction . The Kaohsiung Journal of Medical Sciences .2015 ;(31):351-357

54. 2015 Albert C. Yang,Jong-Ling Fuh,Norden E. Huang,Ben-Chang Shia,Shuu-Jiun Wang. Patients with migraine are right about their perception of temperature as a trigger: time series analysis of headache diary data . The Journal of Headache and Pain .2015

55. 2014 Yang Li,Chenqun Yu,Yichen Qin,Limin Wang,Jiaxu Chen,Danhui Yi, Ben-Chang Shia & Shuangge Ma. Regularized receiver operating characteristic-based logistic regression for grouped variable selection with composite criterion . Journal of Statistical Computation and Simulation .2014

56. 2014 Shi Xingjie ,Liu Jin ,Huang Jian ,Zhou Yong ,Shia Benchang ,Ma S. Integrative Analysis of High-throughput Cancer Studies With Contrasted Penalization . Genetic Epidemiology .2014 ;(38):144-151

57. 2013 Albert C. Yang, Cheng-Hung Yang,Chen-Jee Hong,Ying-Jay Liou,Ben-Chang Shia,Chung-Kang Peng, Norden E. Huang & Shih-Jen Tsai. Effects of Age, Sex, Index Admission, and Predominant Polarity on the Seasonality of Acute Admissions For Bipolar Disorder: A PopulationBased Study . Chronobiology International .2013

58. 2013 Albert C Yang,Cheng-Hung Yang,Chen-Jee Hong,Ying-Jay Liou,Ben-chang Shia,C K Peng,Norden Huang,SJ Tsai. Effect of age, sex, index admission, and predominant polarity on the seasonality of acute admissions for bipolar disorder: a population-based study . Chronobiology International .2013

59. 2013 Albert C. Yang,Shih-Jen Tsai,Cheng-Hung Yang,Ben-Chang Shia,Jong-Ling Fuh,Shuu-Jiun Wang, Chung-Kang Peng, Norden E. Huang. Suicide and media reporting: a longitudinal and spatial analysis . Social Psychiatry and Psychiatric Epidemiology .2013 ;(48):427-435

60. 2013 Albert C. Yang,Cheng-Hung Yang,Chen-Jee Hong,Ying-Jay Liou,Ben-chang Shia,Chung-Kang Peng, Norden E. Huang, Shih-Jen Tsai. Effect of age, sex, index admission, and predominant polarity on the seasonality of acute admissions for bipolar disorder: a population-based study . Chronobiology International .2013 ;(30):478-485

61. 2013 S Meng,B-C Shia. Set covering location models with stochastic critical distances . Journal of the Operational Research Society .2013 ;(64):945-958

62. 2012 Liu CK,Liao CH,Wan KS,Lee WK,Jeng HS,Shia BC, Chen CC, Ko MC. Change in intraoperative rectal temperature influencing erectile dysfunction following transurethral resection of the prostate . Journal of the Formosan Medical Association .2012 ;(111):320-324

63. 2012 Chih-Kuang Liua,Ming-Chung Koa,Shiou-Sheng Chena,Wen-Kai Lee,Ben-Chang Shia,Han-Sun Chiang. Comparison of extracorporeal shock wave lithotripsy running models between outsourcing cooperation and rental cooperation conducted in Taiwan . Journal of the Formosan Medical Association .2012

64. 2012 Albert Yang,Shih-Jen Tsai,Cheng-Hung Yang,Ben-Chang Shia,Jong-Ling Fuh,Shuu-Jiun Wang, Chung-Kang Peng,Norden Huang. Suicide and media reporting: a longitudinal and spatial analysis . Social Psychiatry and Psychiatric Epidemiology .2012 ;(48):427-435

65. 2011 Hung-Hsi Chen,Hsin-I Yu,Wen-Cheng Chiang,Yu-De Lin,Ben-Chang Shia,Woan-Yuh Tarn. hnRNP Q Regulates Cdc42-Mediated Neuronal Morphogenesis . Molecular and Cellular Biology .2011 ;(32):2224-2238

66. 2011 Ben-Chang Shia,Jianping Zhu,Kuangnan Fang,Shuangge Ma. Fuzzy Canonical Discriminant Analysis: Theory and Practice . Communications in Statistics - Simulation and Computation .2011 ;(40):1526-1539

67. 2011 Kuan-Po Peng,Jong-Ling Fuh,Hsiang-Kuo Yuan,Ben-Chang Shia,Shuu-Jiun, Wang. New daily persistent headache: Should migrainous features be incorporated? . Cephalalgia .2011 ;(31):1561-1569

68. 2011 Tsai CF,Lee WJ,Wang SJ,Shia BC,Nasreddine Z,Fuh JL. Psychometrics of the Montreal Cognitive Assessment (MoCA)and its subscales: validation of the Taiwanese version of the MoCA and an item response theory analysis . International Psychogeriatrics .2011 ;(24):651-658

69. 2010 Shuangge Ma,Jian Huang,Mingyu Shi,Yang Li,Ben-Chang Shia. Semiparametric Prognosis Models in Genomic Studies . Briefings in Bioinformatics .2010 ;(11):385-393

70. 2010 Shuangge Ma,Mingyu Shi,Yang Li,Danhui Yi,Ben-Chang Shia. Incorporating gene co-expression network in identification of cancer prognosis markers . BMC Bioinformatics .2010 ;(11)

研究計畫

計畫名稱
107 107年度新北市產業數位轉型推動計畫委託專業服務案
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107 107年辦理「推動國際會議及在臺辦理計畫」-2018台灣人工智慧論壇
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106 保誠健康大數據研究計畫
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保誠人壽保險股份有限公司

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105 我國製造業與營造業職災特性與防災策略
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勞動部勞動及職業安全衛生研究所

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105 運用大數據創造節能專家系統研究計畫
補助單位
承隆智能工程股份有限公司

計畫名稱
105 安法醫療大數據-心血管及代謝症候群研究計畫Ⅱ
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安法診所

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105 Dr. Advice健康顧問數據分析研究計畫
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105 商圈通路市場因子研究分析計畫
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全國達康股份有限公司

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105 癌症負擔研究案
補助單位
台灣小野藥品工業股份有限公司

計畫名稱
105 106年度健保專業大數據人才委外培訓課程
補助單位
衛生福利部中央健康保險署

計畫名稱
105 科技創新研發大數據資料庫建置計畫(Ⅱ)
補助單位
科技部

計畫名稱
104 主計資料大數據分析之研究
補助單位
行政院主計總處

計畫名稱
104 資料應用分析專案
補助單位
經濟部

計畫名稱
104 建置集保公司大數據資訊基礎建設之探討
補助單位
臺灣集中保管結算所股份有限公司

計畫名稱
104 不動產鑑價模型Automated Valuation Model研究計畫
補助單位
全國達康股份有限公司

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104 大腦喚醒問卷分析研究計畫
補助單位
財團法人阿瑪社會福利基金會

計畫名稱
104 安法醫療大數據-心血管及代謝症候群研究計畫
補助單位
安法診所

計畫名稱
104 科技創新研發大數據資料庫建置計畫
補助單位
科技部

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103 2014年全國科技動態調查規劃推動-企業問卷
補助單位
科技部

計畫名稱
103 TMU103-AE1-B22
補助單位
臺北醫學大學新聘教師計畫

計畫名稱
103 (103)新聘教師研究補助-謝邦昌教師
補助單位
臺北醫學大學