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last updated February 10, 2023

Deep learning based medical image analysis
PI: Guan-Hua Huang (National Yang Ming Chiao Tung University)
Role: Principal investigator
Ministry of Science and Technology of Taiwan: 08/01/2022-07/31/2024
[Abstract]

Detecting SNP-SNP interactions in drug sensitivity screens via endophenotypes
PI: Guan-Hua Huang (National Chiao Tung University)
Role: Principal investigator
Ministry of Science and Technology of Taiwan: 08/01/2020-07/31/2022
[Abstract]

The impact of psychological safety, adaptability, and inclusiveness on interprofessional collaboration - a longitudinal and intervention study
PI: Angela Fan (National Yang-Ming University)
Role: Co-principal investigator
Ministry of Science and Technology of Taiwan: 08/01/2019-07/31/2020
[Abstract]

Application of machine learning based experimental design in selecting optimal substrate cleaning conditions
PI: Guan-Hua Huang (National Chiao Tung University)
Role: Principal investigator
Industrial Technology Research Institute: 01/01/2019-12/31/2019
[Abstract | Project web page]

Variable selection for high-dimensional latent class models
PI: Guan-Hua Huang (National Chiao Tung University)
Role: Principal investigator
Ministry of Science and Technology of Taiwan: 08/01/2018-07/31/2020
[Abstract]

A study of the relationship among gender, leadership, and humane care in Taiwanese medical doctors
PI: Angela Fan (National Yang-Ming University)
Role: Co-principal investigator
Ministry of Science and Technology of Taiwan: 08/01/2018-07/31/2019
[Abstract]

Develop Taiwanese competency based domains in system-based practice, interpersonal relationship and communication, and practice-based leaning and improvement - integration with emotional competence training
PI: Angela Fan (National Yang-Ming University)
Role: Co-principal investigator
Ministry of Science and Technology of Taiwan: 08/01/2018-07/31/2019
[Abstract]

Screen and intervene: a diagnostic accuracy study and a randomized controlled trial for postextubation dysphagia
PI: Cheryl Chia-Hui Chen (National Taiwan University)
Role: Co-principal investigator
Ministry of Science and Technology of Taiwan: 08/01/2017-07/31/2020
[Abstract]

Detecting copy number variations from next-generation sequencing data via a Bayesian procedure
PI: Guan-Hua Huang (National Chiao Tung University)
Role: Principal investigator
Ministry of Science and Technology of Taiwan: 08/01/2016-07/31/2018
[Abstract]

Effects of a "walk, eat & breathe" nursing intervention for patients with esophageal cancer: a randomized controlled trial
PI: Cheryl Chia-Hui Chen (National Taiwan University)
Role: Co-principal investigator
Ministry of Science and Technology of Taiwan: 08/01/2016-07/31/2018
[Abstract]

Burnout and resilience - a longitudinal and intervention study on medical students and physicians
PI: Angela Fan (National Yang-Ming University)
Role: Co-principal investigator
National Science Council of Taiwan: 08/01/2016-07/31/2018
[Abstract]

The study the differences of related clinical issues by analyzing & comparing e-data from NTUH and BJH
PI: Guan-Hua Huang (National Chiao Tung University), Li-Kuei Chen (National Taiwan University Hospital)
Role: Principal investigator
National Chiao Tung University and National Taiwan University Hospital: 01/01/2016-12/31/2016
[Abstract]

Traffic flow prediction for freeway 5 in Taiwan
PI: Henry Horng-Shing Lu (National Chiao Tung University)
Role: Co-principal investigator
China Engineering Consultants, Inc.: 12/01/2015-02/28/2017
[Abstract]

Ensemble-based adaptive learning for remaining useful life (RUL) prediction of equipment components
PI: Guan-Hua Huang (National Chiao Tung University)
Role: Principal investigator
Industrial Technology Research Institute: 12/01/2015-12/31/2016
[Abstract]

A components-dependency based process parameters mining for equipment data
PI: Guan-Hua Huang (National Chiao Tung University)
Role: Principal investigator
Industrial Technology Research Institute: 12/01/2014-12/31/2015
[Abstract]

In-depth research in latent class modeling
PI: Guan-Hua Huang (National Chiao Tung University)
Role: Principal investigator
National Science Council of Taiwan: 08/01/2014-07/31/2016
[Abstract]

Functional recovery after cardiac surgery for older patients: does delirium and calorie intake matter?
PI: Cheryl Chia-Hui Chen (National Taiwan University)
Role: Co-principal investigator
National Science Council of Taiwan: 08/01/2013-07/31/2016
[Abstract]

Analysis of professionalism cultivation in medical school training: the influence of empathy, medical humanities curriculum, and service learning on professionalism
PI: Angela Fan (National Yang-Ming University)
Role: Co-principal investigator
National Science Council of Taiwan: 08/01/2013-07/31/2015
[Abstract]

A study on simulating realistic gene expression microarray data
PI: Guan-Hua Huang (National Chiao Tung University)
Role: Principal investigator
National Science Council of Taiwan: 08/01/2012-07/31/2014
[Abstract]

Swallowing and nutritional complications after endotracheal extubation: A study covers both whether and how
PI: Cheryl Chia-Hui Chen (National Taiwan University)
Role: Co-principal investigator
National Science Council of Taiwan: 08/01/2012-07/31/2015
[Abstract]

Methods and strategies for discovering copy number variation with next-generation sequencing
PI: Guan-Hua Huang (National Chiao Tung University), Shin-Yu Lin (National Taiwan University Hospital)
Role: Principal investigator
National Chiao Tung University and National Taiwan University Hospital: 01/01/2012-12/31/2012
[Abstract]

Study of different medical education modes on the development of medical students' critical thinking
PI: Angela Fan (National Yang-Ming University)
Role: Co-principal investigator
National Science Council of Taiwan: 08/01/2011-07/31/2013
[Abstract]

Gene expression microarray data simulator
PI: Guan-Hua Huang (National Chiao Tung University)
Role: Principal investigator
National Science Council of Taiwan: 08/01/2011-07/31/2012
[Abstract]

Evaluation and planning for the training of scientific research and medical humanities in medical education
PI: Angela Fan (National Yang-Ming University)
Role: Co-principal investigator
National Science Council of Taiwan: 08/01/2010-07/31/2011
[Abstract]

Statistical methods for analyzing high-throughput genomic data
PI: Guan-Hua Huang (National Chiao Tung University)
Role: Principal investigator
National Science Council of Taiwan: 08/01/2009-07/31/2011
[Abstract]

Effects of oral care protocol on oral hygiene, swallowing ability, taste sensitivity, and nutritional status in older hospitalized patients who undergoing elective abdominal surgery
PI: Cheryl Chia-Hui Chen (National Taiwan University)
Role: Co-principal investigator
National Science Council of Taiwan: 08/01/2009-07/31/2012
[Abstract]

Effects of a newly modified National Taiwan University Elder Life Program
PI: Cheryl Chia-Hui Chen (National Taiwan University)
Role: Co-principal investigator
National Health Research Institutes of Taiwan: 01/01/2009- 12/31/2012
[Abstract]

National research program for genomic medicine: advanced bioinformatics core: genomic statistics for complex diseases
PI: Chun-Houh Chen (Academia Sinica)
Role: Co-principal investigator
National Science Council of Taiwan: 05/01/2008-04/30/2011
[Abstract]

Statistical validation and inferences of endophenotypes
PI: Guan-Hua Huang (National Chiao Tung University)
Role: Principal investigator
National Science Council of Taiwan: 08/01/2007-07/31/2009
[Abstract]

The development of a hospital-based intervention program to prevent functional decline: a quasi-experimental study
PI: Cheryl Chia-Hui Chen (National Taiwan University)
Role: Co-principal investigator
National Science Council of Taiwan: 08/01/2006-07/31/2009
[Abstract]

Bayesian inferences on latent class regression with an unknown number of components via reversible jump Markov chain Monte Carlo
PI: Guan-Hua Huang (National Chiao Tung University)
Role: Principal investigator
National Science Council of Taiwan: 08/01/2005-07/31/2007
[Abstract]

A prospective study of cognitive, nutritional, and functional decline associated with hospitalization in older Taiwanese patient
PI: Cheryl Chia-Hui Chen (National Taiwan University)
Role: Co-principal investigator
National Science Council of Taiwan: 08/01/2005-07/31/2006
[Abstract]

National research program for genomic medicine: advanced bioinformatics core for genomic statistics for complex diseases
PI: Chun-Houh Chen (Academia Sinica)
Role: Co-principal investigator
National Science Council of Taiwan: 05/01/2005-04/30/2008
[Abstract]

National research program for genomic medicine: a study on risk mutations of vulnerability genes of schizophrenia
PI: Hai-Gwo Hwu (National Taiwan University)
Role: Co-investigator
National Science Council of Taiwan: 05/01/2005-04/30/2008
[Abstract]

Familial and birth cohort effects on the aging senses (I) & (II)
PI: Karen J. Cruickshanks (University of Wisconsin-Madison)
Role: Co-investigator
National Institutes of Health, USA: 12/01/2004-11/30/2014
[Abstract]

Application of latent variable models in evaluating diagnostic tests and its software development
PI: Guan-Hua Huang (National Chiao Tung University)
Role: Principal investigator
National Science Council of Taiwan: 12/01/2003-07/31/2005
[Abstract]

Epidemiology of age-related ocular disease
PI: Ronald Klein (University of Wisconsin-Madison)
Role: Biostatistician
National Institutes of Health, USA: 10/01/2001 - 08/31/2003
[Abstract]

Cohort registry of type 1 diabetes
PI: Donn D'Alessio (University of Wisconsin-Madison)
Role: Biostatistician
National Institutes of Health, USA: 08/01/2000 - 09/29/2002
[Abstract]