張資昊(Chang, Tzu-Hao) 教授

Email
kevinchang@tmu.edu.tw
現   職
資訊處 資訊長
臨床數據中心 主任
醫學資訊研究所 教授

學經歷

學 歷

畢業學校與學位[修業時間]
中央大學資訊工程博士班 博士
2003/09~2009/10
元智大學資訊管理研究所 碩士
2001/09~2003/07
中央大學資訊管理系 學士
1997/09~2001/07

本校學術經歷

任職單位與職稱[起迄時間]
醫學資訊研究所教授
2019/08/01~
醫學資訊研究所副教授
2016/02/01~2019/07/31
醫學資訊研究所助理教授
2012/10/02~2016/01/31

本校兼職教學行政經歷

服務單位與職稱[起迄時間]
臨床數據中心主任
2019/12/01 ~
人工智慧醫療碩士在職專班副教授
2019/08/01 ~
臨床數據中心主任
2019/08/01 ~ 2019/11/30
資訊處資訊長
2018/08/01 ~
醫務管理學系助理教授
2015/08/01 ~
醫學生物科技博士學位學程籌備處
2015/02/01 ~
研究資訊組組長
2015/02/01 ~ 2019/11/30

其它經歷

任職單位與職稱[起迄時間]
無資料!

專長與研究領域

學門領域
資料探勘
基因體學
高通量技術資料分析
生物資訊
學術專長

論文著作

清冊下載


1. 2020 Pilot Study to Establish a Novel Five-Gene Biomarker Panel for Predicting Lymph Node Metastasis in Patients With Early Stage Endometrial Cancer . Frontiers in Oncology .2020

2. 2020 Computational analysis for identification of the extracellular matrix molecules involved in endometrial cancer progression . PLOS ONE .2020

3. 2020 Incorporating deep learning and multi-omics autoencoding for analysis of lung adenocarcinoma prognostication . Computational Biology and Chemistry .2020

4. 2020 A patient‐oriented, general‐practitioner‐level, deep‐learning‐based cutaneous pigmented lesion risk classifier on a smartphone . British Journal of Dermatology .2020

5. 2020 Untargeted Metabolomics Predicts the Functional Outcome of Ischemic Stroke . Journal of the Formosan Medical Association (accepted) .2020

6. 2019 Alteration of mesenchymal stem cells polarity by laminar shear stimulation promoting β-catenin nuclear localization . Biomaterials .2019

7. 2019 YC Lin,YC Lin,MT Chuang,CC Peng,KC Chen,MS Wu, YZ Lai, TH Chang. Effect of weight loss on the estimated glomerular filtration rates of obese patients at risk of chronic kidney disease: the RIGOR-TMU study . Journal of Cachexia, Sarcopenia and Muscle .2019

8. 2019 CS Lin,CC Chang,YW Lee,CC Liu,CC Yeh,YC Chang, MT Chuang, TH Chang, TL Chen, CC Liao. Adverse Outcomes after Major Surgeries in Patients with Diabetes: A Multicenter Matched Study . Journal of Clinical Medicine .2019

9. 2019 Chen CH,Liou ML,Lee CY,Chang MC,Kuo HY,Chang TH. Diversity of nasal microbiota and its interaction with surface microbiota among residents in healthcare institutes . Sci Rep .2019

10. 2019 Hsu JB,Chang TH,Lee GA,Lee TY,Chen CY. Identification of potential biomarkers related to glioma survival by gene expression profile analysis . BMC Med Genomics .2019

11. 2019 Lin YS,Chang TH,Shi CS,Wang YZ,Ho WC,Huang HD, Chang ST, Pan KL, Chen MC. Liver X Receptor/Retinoid X Receptor Pathway Plays a Regulatory Role in Pacing-Induced Cardiomyopathy . J Am Heart Assoc .2019

12. 2019 Lu YT,Wang SH,Liou ML,Shen TA,Lu YC,Hsin CH, Yang SF, Chen YY, Chang TH. Microbiota Dysbiosis in Fungal Rhinosinusitis . Journal of clinical medicine .2019

13. 2018 LK Weng,KY Huang,TY Weng,FY Hung,Tzu-Hao Chang,TY Lee. Genome-wide discovery of viral microRNAs based on phylogenetic analysis and structural evolution of various human papillomavirus subtypes . Briefings in Bioinformatics .2018

14. 2018 Chih-Yuan Fang,Mien-Cheng Chen,Tzu-Hao Chang,Chia-Chen Wu,Jen-Ping Chang,Hsien-Da Huang, Wan-Chun Ho, Yi-Zhen Wang, Kuo-Li Pan, Yu-Sheng Lin, Yao-Kuang Huang, Chien-Jen Chen, and Wei-Chieh Lee1. Idi1 and Hmgcs2 Are Affected by Stretch in HL-1 Atrial Myocytes . Int J Mol Sci. .2018

15. 2018 Vaginal microbiome variances in sample groups categorized by clinical criteria of bacterial vaginosis . BMC Genomics .2018

16. 2018 State-of-the-Art on Viral microRNAs in HPV Infection and Cancer Development . microRNA .2018

17. 2018 A three–MicroRNA signature as a potential biomarker for the early detection of oral cancer . International Journal of Molecular Sciences .2018

18. 2018 Differential Gene Expression Profile of Renin-Angiotensin System in the Left Atrium in Mitral Regurgitation Patients . Disease Markers .2018

19. 2018 LXR/RXR Pathway Plays a Regulatory Role in Pacing-Induced Cardiomyopathy . Journal of the American Heart Association .2018

20. 2018 Idi1 and Hmgcs2 Are Affected by Stretch in HL-1 Atrial Myocytes . international journal of molecular sciences .2018

21. 2018 Chiang WF,Cheng TM,Chang CC,Pan SH,Changou CA,Chang TH, Lee KH, Wu SY, Chen YF, Chuang KH, Shieh DB, Chen YL, Tu CC, Tsui WL and Wu MH. Carcinoembryonic antigen-related cell adhesion molecule 6 (CEACAM6) promotes EGF receptor signaling of oral squamous cell carcinoma metastasis via the complex N-glycosylation . Oncogene .2018

22. 2018 Wu MH,Luo JD,Wang WC,Chang TH,Hwang WL,Lee KH, Liu SY, Yang JW, Chiou CT, Chang CH, Chiang WF. Risk analysis of malignant potential of oral verrucous hyperplasia: a follow-up study of 269 patients and copy number variation analysis . Head & Neck .2018

23. 2017 SL Weng,KY Huang,FJ Kaunang,CH Huang,HJ Kao,TH Chang, HY Wang, JJ Lu, TY Lee. Investigation and identification of protein carbonylation sites based on positionspecific amino acid composition and physicochemical features . BMC Bioinformatics .2017

24. 2017 CC Chang,CW Chang,PAA Nguyen,TH Chang,YL Shih,WY Chang, JT Horng, OKS Lee, JHC Ho. Ankylosing spondylitis and the risk of cancer . Oncology Letters .2017

25. 2017 KY Huang,TH Chang,JH Jhong,YH Chi,WC Li,CL Chan, K Lai, TY Lee. Identification of natural antimicrobial peptides from bacteria through metagenomic and metatranscriptomic analysis of high-throughput transcriptome data of Taiwanese oolong teas . BMC Systems Biology .2017

26. 2017 YH Wu,YF Haung,TH Chang,CY Chou. Activation of TWIST1 by COL11A1 promotes chemoresistance and inhibits apoptosis in ovarian cancer cells by modulating NF-kappa B-mediated IKK beta expression . International Journal of Cancer .2017

27. 2017 Usman Iqbal,Tzu-Hao Chang,Phung-Anh Nguyen,Suleman Atique,Shabbir Syed-Abdul,HC Yang, CW Huang, WC Yang, Max Moldovan, WS Jian, MH Hsu, Y Yen, YC Li. Benzodiazepines use and breast cancer risk: A population-based study and gene expression profiling evidence . Journal of Biomedical Informatics (accepted) .2017

28. 2017 HC Tseng,HM Chen,HM Wang,C Liang,CM Chiu,JY Chang, KY Lu, SL Weng, TH Chang, CT Weng, WC Wang, HD Huang. Diversity and enterotype in gut bacterial community of adults in Taiwan . BMC Genomics .2017

29. 2016 TH Chang,MC Chen,JP Chang,HD Huang,WC Ho,YS Lin, KL Pan, YK Huang, WH Liu. Exploring Regulatory Mechanisms of Atrial Myocyte Hypertrophy of Mitral Regurgitation through Gene Expression Profiling Analysis: Role of NFAT in Cardiac Hypertrophy . PLOS ONE (accepted) .2016

30. 2016 Wong YH,Wu CC,Wu JC,Lai HY,Jheng BR,Chen MC, Chang TH, Chen BS. Temporal Genetic Modifications after Controlled Cortical Impact—Understanding Traumatic Brain Injury through a Systematic Network Approach . International Journal of Molecular Sciences .2016

31. 2016 Chen MC,Chang TH,Chang JP,Huang HD,Ho WC,Lin YS, Pan KL, Liu WH, Huang YK. Circulating miR-148b-3p and miR-409-3p as biomarkers for heart failure in patients with mitral regurgitation . International Journal of Cardiology .2016

32. 2016 Lee MC,Huang HJ,Chang TH,Huang HC,Hsieh SY,Chen YS, Chou WY, Chiang CH, Lai CH, Shiau CY. Genome-wide analysis of HIF-2α chromatin binding sites under normoxia in human bronchial epithelial cells (BEAS-2B) suggests its diverse functions . Scientific Reports .2016

33. 2016 Chen MC,Chang JP,Lin YS,Pan KL,Ho WC,Liu WH, Chang TH, Huang YK, Fang CY, Chen CJ. Deciphering the gene expression profile of peroxisome proliferator-activated receptor signaling pathway in the left atria of patients with mitral regurgitation . Journal of Translational Medicine .2016

34. 2016 Bui VM,Weng SL,Lu CT,Chang TH,Weng JT,Lee TY. SOHSite: incorporating evolutionary information and physicochemical properties to identify protein S-sulfenylation sites . BMC Genomics .2016

35. 2016 Y.H. Wong,C.C. Wu,H.Y. Lai,H.Y. Weng,T.H. Chang,B.S. Chen. Identification of network-based biomarkers of cardioembolic stroke using a systems biology approach with time series data . BMC Systems Biology .2016

36. 2015 YH Wu,WT Chiu,MJ Young,TH Chang,YF Huang,CY Chou. Solanum Incanum Extract Downregulates Aldehyde Dehydrogenase 1-Mediated Stemness and Inhibits Tumor Formation in Ovarian Cancer Cells . JOURNAL OF CANCER .2015

37. 2015 Y.H. Wong,C.C. Wu,C.L. Lin,T.S. Chen,T.H. Chang,B.S. Chen. Applying NGS Data to Find Evolutionary Network Biomarkers from the Early and Late Stages of Hepatocellular Carcinoma . BioMed Research International .2015

38. 2015 V.N. Nguyen,K.Y. Huang,C.H. Huang,T.H. Chang,N. A. Bretana,K. R. Lai, J. T.Y. Weng, T.Y. Lee. Characterization and identification of ubiquitin conjugation sites with E3 ligase recognition specificities . BMC Bioinformatics .2015

39. 2015 Chen Huang-Chung,Chang Jen-Ping,Chang Tzu-Hao, Lin,Lin Yu-Sheng,Huang Yao-Kuang,Pan Kuo-Li, Fang Chih-Yuan, Chen Chien-Jen, Ho Wan-Chun, Chen Mien-Cheng. Enhanced expression of ROCK in left atrial myocytes of mitral regurgitation: a potential mechanism of myolysis . BMC Cardiovascular Disorders .2015

40. 2015 K.Y. Huang,T.Y. Lee,Y.C. Teng,T.H. Chang. ViralmiR: A support-vector-machine-based method for predicting viral microRNA precursors . BMC Bioinformatics .2015

41. 2015 Y.C. Kuo,T.H. Chang,W.T. Hsu,J. Zhou,H.H. Lee,H.C. Ho, S. Chien, K.S. Lee. Oscillatory Shear Stress Mediates Directional Re-organization of Actin Cytoskeleton and Alters Differentiation Propensity of Mesenchymal Stem Cells . Stem Cells .2015

42. 2014 G.S. Lien,J.F. Liu,M.H. Chien,W.T. Hsu,T.H. Chang,C.C. Ku, L.M. Lee, A. T.Q. Ji, J. H. Ho, P. Tan. The ability to suppress macrophage-mediated inflammation in orbital fat stem cells is controlled by miR-671-5p . Stem Cell Research & Therapy .2014

43. 2014 V. C. Kok,J.T. Horng,W.S. Chang,Y.F. Hong,T.H. Chang. Allopurinol Therapy in Gout Patients Does Not Associate with Beneficial Cardiovascular Outcomes: A Population-Based Matched-Cohort Study . PLOS ONE .2014

44. 2014 Shun-Long Weng,Chih-Min Chiu,Feng-Mao Lin,Wei-Chih Huang,Chao Liang,Ting Yang, Tzu-Ling Yang, Chia-Yu Liu, Wei-Yun Wu, Yi-An Chang, Tzu-Hao Chang, Hsien-Da Huang. Bacterial communities in semen from men of infertile couples: metagenomic sequencing reveals relationships of seminal microbiota to semen quality . PLOS ONE .2014

45. 2014 Tzu-Hao Chang,Shih-Lin Wu,Wei-Jen Wang,Jorng-Tzong Horng,Cheng-Wei Chang. A novel approach for discovering condition-specific correlations of gene expressions within biological pathways by using cloud computing technology . BioMed Research International (Journal of Biomedicine and Biotechnology) .2014

46. 2014 Tzong-Yi Lee,Cheng-Wei Chang,Cheng-Tzung Lu,Tzu-Hsiu Cheng,Tzu-Hao Chang. Identification and characterization of lysine methylation sites on histones and non-histone proteins . Computational Biology and Chemistry .2014

47. 2014 Chih-Min Chiu,Feng-Mao Lin,Tzu-Hao Chang,Wei-Chih Huang,Chao Liang,Ting Yang, Wei-Yun Wu, Tzu-Ling Yang, Shun-Long Weng and Hsien-Da Huang. Clinical detection of human probiotics and human pathogenic bacteria by using a novel high-throughput platform based on next generation sequencing . Journal of Clinical Bioinformatics Editorial .2014

48. 2014 Cheng-Wei Chang,Jui-Ming Chen,Tzu-Hao Chang,Chi-Chang Hsu,Jorng-Tzong Horng,Wayne H-H Sheu. Effects of Statins on Incident Dementia in Patients with Type 2 DM: A Population-Based Retrospective Cohort Study in Taiwan . PLOS ONE .2014

49. 2014 Sheng-Da Hsu,Yu-Ting Tseng,Sirjana Shrestha,Yu-Ling Lin,Anas Khaleel,Chih-Hung Chou, Chao-Fang Chu, Hsi-Yuan Huang, Ching-Min Lin, Shu-Yi Ho, Ting-Yan Jian,. miRTarBase update 2014: an information resource for experimentally validated miRNA-target interactions. . Nucleic Acids Research .2014

50. 2014 Tzu-Hao Chang,Hsien-Da Huang,Wei-Kee Ong,Yun-Ju Fu,Oscar K. Lee,Shu Chien, Jennifer H. Ho. The effects of actin cytoskeleton perturbation on keratin intermediate filament formation in mesenchymal stem/stromal cells . Biomaterials .2014

51. 2014 C.M. Chiu,W.C. Huang,S.L. Weng,H.C. Tseng,C. Liang,W.C. Wang, T. Yang, T.L. Yang, C.T. Weng, T.H. Chang, H.D. Huang. Systematic analysis of association between gut flora and obesity through high-throughput sequencing and bioinformatics approaches . Journal of Biomedicine and Biotechnology .2014

52. 2014 Mien-Cheng Chen,Jen-Ping Chang,Tzu-Hao Chang,Sheng-Da Hsu,Hsien-Da Huang,Wan-Chun Ho, Feng-Sheng Wang, Chang-Chun Hsiao, Wen-Hao Liu. Unraveling regulatory mechanisms of atrial remodeling of mitral regurgitation pigs by gene expression profiling analysis: Role of type I angiotensin II receptor antagonist . Translational Research .2014

53. 2014 Yi-Hui Wu,Tzu-Hao Chang,Yu-Fang Huang,Hsien-Da Huang,Cheng-Yang Chou. COL11A1 Promotes Tumor Progression and Predicts Poor Clinical Outcome in Ovarian Cancer . Oncogene .2014

54. 2013 Kai-Yao Huang,Cheng-Tsung Lu,Neil Arvin Bretana,Tzong-Yi Lee,Tzu-Hao Chang. ViralPhos: incorporating a recursively statistical method to predict phosphorylation sites on virus proteins . BMC Bioinformatics .2013

55. 2013 Wei-Kee Ong,How-Foo Chen,Cheng-Ting Tsai,Yun-Ju Fu,Yi-Shan Wong,Da-Jen Yen, Tzu-Hao Chang, Hsien-Da Huang, Oscar Lee, Shu Chien, Jennifer Ho. The activation of directional stem cell motility by green light-emitting diode irradiation . Biomaterials .2013

56. 2013 T.H. Chang,L.C. Wu,T.Y. Lee,S.P. Chen,H.D. Huang,J.T. Horng. EuLoc: a web-server for accurately predict protein subcellular localization in eukaryotes by incorporating various features of sequence segments into the general form of Chou's PseAAC . Journal of Computer-Aided Molecular Design .2013

57. 2013 T.H. Chang,H.Y. Huang,B.K. Hsu,S.L. Weng,J.T. Horng,H.D. Huang. An enhanced computational platform for investigating the roles of regulatory RNA and for identifying functional RNA motifs . BMC Bioinformatics .2013

58. 2013 H.M. Wang,T.H. Chang,F.M. Lin,T.H. Chao,W.C. Huang,C. Liang, C.M. Chiu, W.Y. Wu, M.C. Chen, C.T. Weng, S.L. Weng, F.F. Chiang and H.D. Huang. A new method for post Genome Wide Association Study (GWAS) analysis of colorectal cancer in Taiwan . GENE .2013

59. 2013 C.H. Chou,F.M. Lin,M.T. Chou,S.D. Hsu,T.H. Chang,S. Shrestha, J.H. Hung and H.D. Huang. A computational approach for identifying microRNA-target interactions using high-throughput CLIP and PAR-CLIP sequencing . BMC Genomics .2013

60. 2013 J. Y.C. Liu,T.H. Chang,C.W. Lin. The search of fuzzy functional dependency in the integration of fuzzy databases . ICIC Express Letter-An international Journal of Research and Surveys .2013

61. 2012 T.Y. Lee,W.C. Chang,B.K. Hsu,T.H. Chang,D.M. Shien. GPMiner: an integrated system for mining combinatorial cis-regulatory elements in mammalian gene group . BMC Genomics .2012

62. 2012 W.C. Huang,F.M. Lin,T.H. Chang,K.W. Liao,H.D. Huang. Identifying cancer highly-expressed membrane receptors for targeted drug delivery . International Journal of Bioinformatics Research and Applications .2012

63. 2011 T.H. Chang,L.C. Wu,Y.T. Chen,H.D. Huang,B.J. Liu,K.F. Cheng and J.T. Horng. Characterization and prediction of mRNA polyadenylation sites in human genes . Medical & Biological Engineering & Computing .2011

64. 2010 T.H. Chang,L.C Wu,J.H. Lin,H.D. Huang,B.J. Liu,K.F. Cheng and J.T. Horng. Prediction of small non-coding RNA in bacterial genomes using support vector machines . Expert Systems with Applications .2010

65. 2009 T.H. Chang,L.C Wu,C.T. Yeh,B.J. Liu,H.D. Huang,J.T. Horng. Computational identification of riboswitches based on RNA conserved functional sequences and conformations . RNA .2009

66. 2008 T.H. Chang,J.T. Horng,H.D. Huang. RNALogo: a new approach to display structural RNA alignment . Nucleic Acids Research .2008

67. 2006 T.H. Chang,H.D. Huang,T.N. Chuang,D.M. Shien,J.T. Horng. RNAMST: efficient and flexible approach for identifying RNA structural homologs . Nucleic Acids Research .2006


1. 2016 TH Chang,MT Chuang,SS Su,CY Kuan,YS Lo. The development and application of electronic medical record analysis platform . Joint Conference on Medical Informatics in Taiwan 2016 (JCMIT2016) .2016

2. 2014 Tzong-Yi Lee,Cheng-Wei Chang,Cheng-Tzung Lu,Tzu-Hsiu Cheng,Tzu-Hao Chang. Identification and characterization of lysine methylation sites on histones and non-histone proteins . The Twelfth Asia-Pacific Bioinformatics Conference (APBC2014) .2014

3. 2014 Chih-Yun Liu,Hung-Fan Yao,Yu-An Lin,Hsiao-Hsien Raw,Tzu-Hao Chang,Chien-Yeh Hsu. Building an Artificial Neural Network Model for Predicting the Probability of Stroke in Six Years Caused by Periodontitis - Using National Health Insurance Research Database . Joint Conference on Medical Informatics in Taiwan 2014 (JCMIT2014) .2014

4. 2014 Li-Lin Lu,Ching-Lun Chen,Tzu-Hao Chang. A SVM-based method to distinguish protein coding and non-coding RNAs . The Thirteenth Asia Pacific Bioinformatics Conference (APBC2015) (Accepted) .2014

5. 2013 Chih-Min Chiu,Feng-Mao Lin,Tzu-Hao Chang,Wei-Chih Huang,Chao Liang,Wei-Yun Wu, Tzu-Ling Yang, Shun-Long Weng, Hsien-Da Huang. Clinical detection of human probiotics and human pathogenic bacteria by using a novel high-throughput platform based on next generation sequencing . IWBBIO 2013 (International Work-Conference on Bioinformatics and Biomedical Engineering) .2013

6. 2013 Kai-Yao Huang,Cheng-Tsung Lu,Neil Arvin Bretana,Tzong-Yi Lee,Tzu-Hao Chang. ViralPhos: incorporating a recursively statistical method to predict phosphorylation sites on virus proteins . 12th International Conference on Bioinformatics (InCoB 2013) .2013

7. 2013 C.H. Chou,F.M. Lin,M.T. Chou,S.D. Hsu,T.H. Chang,S. Shrestha, J.H. Hung and H.D. Huang. A computational approach for identifying microRNA-target interactions using high-throughput CLIP and PAR-CLIP sequencing . The eleventh Asia Pacific Bioinformatics Conference (APBC2013) .2013

8. 2013 T.H. Chang,H.Y. Huang,B.K. Hsu,S.L. Weng,J.T. Horng,H.D. Huang. An enhanced computational platform for investigating the roles of regulatory RNA and for identifying functional RNA motifs . the eleventh Asia Pacific Bioinformatics Conference (APBC2013) .2013

9. 2012 H.M. Wang,T.H. Chang,F.M. Lin,T.H. Chao,W.C. Huang,C. Liang, C.M. Chiu, W.Y. Wu, M.C. Chen, C.T. Weng, S.L. Weng, F.F. Chiang and H.D. Huang. A new method for post Genome Wide Association Study (GWAS) analysis of colorectal cancer in Taiwan . the 23rd International Conference on Genome Informatics (GIW2012) .2012

10. 2012 W.C. Huang,F.M. Lin,T.H. Chang,K.W. Liao,H.D. Huang. Identifying cancer highly-expressed membrane receptors for targeted drug delivery . the tenth Asia Pacific Bioinformatics Conference (APBC2012) .2012

11. 2009 T.H. Chang,L.C. Wu,C.T. Yeh,C.W. Chang,B.J. Liu,H.D. Huang and J.T. Horng. RiboSW – a web server for identifying RNA riboswitches . Ninth IEEE International Conference on Bioinformatics and Bioengineering (BIBE2009) .2009

12. 2007 T.H. Chang,H.D. Huang,L.C. Wu,J.T. Horng. RNASMotif : A web server for discovering RNA structural motif in unaligned sequences . the Eleventh Annual International Conference on Research in Computational Molecular Biology (REBOMB2007) .2007

研究計畫

計畫名稱
108 建立細胞外基質於子宮內膜癌發展之調控網路以發掘潛在治療藥物(2/2)
補助單位
科技部

計畫名稱
107 Deep Learning-based analysis with Multi-Omics data for prognosis prediction of Prostate Cancer
補助單位
科技部

計畫名稱
107 香港大學護理學院成績輸入系統專案計畫
補助單位
香港大學護理學院

計畫名稱
107 建立細胞外基質於子宮內膜癌發展之調控網路以發掘潛在治療藥物(1/2)
補助單位
科技部

計畫名稱
105 建置高通量全外顯子定序複製數變異整合分析與動態視覺化平台
補助單位

計畫名稱
104 利用RNA序列及結構特徵分析small RNA定序資料於辨識人類病毒microRNA及其目標之研究(2/2)
補助單位
科技部

計畫名稱
104 利用RNA序列及結構特徵分析small RNA定序資料於辨識人類病毒microRNA及其目標之研究(2/2)
補助單位
科技部

計畫名稱
103 利用RNA序列及結構特徵分析SMALL RNA定序資料於辨識人類病毒MICRORNA及其目標之研究(1/2)
補助單位
科技部

計畫名稱
103 利用RNA序列及結構特徵分析small RNA定序資料於辨識人類病毒microRNA及其目標之研究(1/2)
補助單位
科技部

計畫名稱
101 TMU101-AE1-B44
補助單位
學校