SMARTMHI - 臺大智慧醫療與健康資訊碩士學程
FacultyDirectory
Title
Director/Professor
Education
MD PhD - Graduate Institute of Anatomy and Cell Biology, National Taiwan University, 2008
Research Interests
Diagnostics for Molecular Subtyping
EMT Scoring in Ovarian Cancer
Functional Genomics and Drug Screening for Molecular Subtype Specific
Targets in Ovarian Cancer
Big Oncogenomics Data Analysis
Tumor Microenvironment in Ovarian Cancer
EMT Scoring in Ovarian Cancer
Functional Genomics and Drug Screening for Molecular Subtype Specific
Targets in Ovarian Cancer
Big Oncogenomics Data Analysis
Tumor Microenvironment in Ovarian Cancer
Selected Publications
Taught Courses
Title
Assistant Professor
Contact
Room 308, 3F, Center of Biotechnology, No. 81, Changxing St., Da’an Dist., Taipei City 10672, Taiwan
Education
PhD - Genome and Systems Biology Degree Program, Co-contributed by National Taiwan University and Academia Sinica,2016
Research Interests
Research interests:
Pan-cancer multi-omics
Workflow development
Single-cell and spatial omics integration
Deep learning models for biomedical data
Edge AI for healthcare
Pan-cancer multi-omics
Workflow development
Single-cell and spatial omics integration
Deep learning models for biomedical data
Edge AI for healthcare
Selected Publications
Title
Assistant Professor
Contact
Room 308, 3F, Center of Biotechnology, No. 81, Changxing St., Da’an Dist., Taipei City 10672, Taiwan
Education
PhD - Computational Biology and Medical Sciences, University of Tokyo
Research Interests
Epigenomics in human diseases and development
Disease biomarkers for precision medicine
Computational biology
Bioinformatic software development
Disease biomarkers for precision medicine
Computational biology
Bioinformatic software development
Selected Publications
Title
Professor
Education
PhD - Electrical and Computer Engineering, University of Illinois, Urbana-Champaign, Urbana, Illinois, USA, 2008
Research Interests
Deep Learning,
Data Science
Medical AI
FinTech
Optimization Theory
Systems Biology
Data Science
Medical AI
FinTech
Optimization Theory
Systems Biology
Selected Publications
Taught Courses
Title
Professor
Education
PhD - Graduate Institute of Electrical Engineering, National Taiwan University
Research Interests
Magnetic Resonance Imaging
Clinical Imaging
Biomedical Signal Analysis
Machine Learning in Medicine
Clinical Imaging
Biomedical Signal Analysis
Machine Learning in Medicine
Selected Publications
Title
Professor
Chairperson of the Preparatory Committee
Contact
Education
PhD - Institute of Clinical Medicine, National Taiwan University
Research Interests
Arrhythmia (心律不整)
Coronary Artery Disease (CAD) (冠心症)
General Internal Medicine (一般內科)
Coronary Artery Disease (CAD) (冠心症)
General Internal Medicine (一般內科)
Selected Publications
Title
Professor
Education
PhD - Medicinal Chemistry and Pharmacognosy, University of Illinois
Research Interests
Drug Discovery
Cheminformatics
Bioinformatics
BioMed Entrepreneurship
Cheminformatics
Bioinformatics
BioMed Entrepreneurship
Selected Publications
Taught Courses
Title
Professor
Contact
Room 508, EE2 Bldg
Education
PhD - Graduate Institute of Communication Engineering, National Taiwan University, 2012
Research Interests
Machine Learning
Deep Learning
Spoken Language Understanding
Speech Recognition
Deep Learning
Spoken Language Understanding
Speech Recognition
Selected Publications
Taught Courses
Title
Associate Professor, Trans-disciplinary Bachelor Degree Program, National Taiwan University
Education
PhD - Communication, Cornell University, Ithaca, NY
MA - Communication and Education, Columbia University, New York, NY
MA - Journalism, National Taiwan University, Taipei, Taiwan
Research Interests
Computer Mediated Communication
Computer Supported Cooperative Work
Human-Computer Interaction
Selected Publications
Title
Professor
Contact
R304 Department of Biomechatronics
(Tseng Jiang Hall South Unit), NTU
(Tseng Jiang Hall South Unit), NTU
Education
PhD - Computer Science and Information Engineering, NTU
Research Interests
Bioinformatics
Machine Learning
Gene Regulation
Selected Publications
Title
Associate Professor, Department of Electrical Engineering, National Taiwan University
Education
PhD - Electrical Engineering: Systems, University of Michigan, 2013
Research Interests
Structured Variable Selection
Functional Data Analysis
Transfer Learning, Multi-task Learning
Optimization Density Estimation
Convolutional Neural Network and Their Applications to Biomedical Data.
Cancer Detection, Cancer Heterogeneity, Multiomics Model
Selected Publications
Taught Courses
Title
Associate Professor
Education
PhD - School of Computer Science, Georgia Institute of Technology, 2019
Research Interests
Machine Learning
Security
Algorithmic Game Theory
Data Mining
Security
Algorithmic Game Theory
Data Mining
Selected Publications
Taught Courses
Title
Assistant Professor, Institute of Medical Device and Imaging, Collage of Medicine, NTU
Contact
R1219, 12F, NTU Medical College
Education
MS & PhD - Biomedical Engineering, University of Michigan, Ann Arbor, Ann Arbor, Michigan
Research Interests
Medical Device Design
In vivo Pulmonary Diseases Models
Three-dimensional (3-D) Lung-like Tissues Culture System
Influence of Mechanical Environment on Corneal Physiology
Title
Associate Professor
Education
PhD - Molecular Pathology and Immunology, Rutgers Biomedical and Health Sciences, U.S.A.
Research Interests
System Immunology
Microbiota
Precision Medicine
Atherosclerosis
Artificial Intelligence and Machine Learning Models
Selected Publications
Taught Courses
14
02
Introductory Video
Info for
Current Students
