TMU Research Center of Artificial Intelligence in Medicine and Health

Projects

Projects per year 2010 2013 2014 2015 2016 2017 2018 2022

• 2 Active
• 590 Finished

Projects per year

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• Finished

  應用遷移學習於腦部多巴胺轉運體檢查之基底核影像判讀

  Peng, S.

  1/1/21 → 12/31/21

  Project: B - Project of TMU › h - Higher Education Sprout Project

• 癲癇精準醫療：基於腦連結體之頑性癲癇術後個體預測

  Peng, S.

  8/1/20 → 7/1/21

  Project: A - Government Institution › b - Ministry of Science and Technology

• 新聘教師研究補助

  Shih, C.

  1/1/20 → 12/31/20

  Project: B - Project of TMU › g - Research Grants for Newly Hired Faculty

• 精準醫療之基於大腦連結體個體預測

  Peng, S.

  1/1/20 → 12/1/20

  Project: B - Project of TMU › h - Higher Education Sprout Project

• Using Machine Learning Technologies to Develop a Smart System for Predicting Nstemi Patients Re-Admission Within 90 Days

  Jian, W.

  11/1/19 → 10/31/20

  Project: A - Government Institution › b - Ministry of Science and Technology

  • Non-ST Elevated Myocardial Infarction 100%
  • ST Elevation Myocardial Infarction 42%
  • Electrocardiography 30%
  • Acute Coronary Syndrome 25%
  • Coronary Disease 22%

• The Role and Mechanism of Dendritic Cell Pd-L1/Pd-L2 Dysregulation in Aberrant Inflammation of Copd

  Lee, K.

  8/1/19 → 7/31/20

  Project: A - Government Institution › b - Ministry of Science and Technology

• A Genome-Based Machine Learning Approach for Mining the Functional Potentials of Hypothetical Genes and Predicting Bacterial Antimicrobial-Resistance Phenotypes(1/3)

  Wu, Y.

  8/1/19 → 7/31/20

  Project: A - Government Institution › b - Ministry of Science and Technology

• 流感疫苗與致死性心律不整之回溯性世代研究與視覺探索平台建置：以全國性縱貫資料中慢性阻塞性肺病老年患者為研究對象。

  Hung, H.

  7/1/19 → 2/1/20

  Project: A - Government Institution › b - Ministry of Science and Technology

• 醛脫氫酶對神經退化和認知功能影響之研究-醛代謝基因在腦功能中的做永-功能性MRI研究

  Chen, C.

  1/1/19 → 12/1/19

  Project: A - Government Institution › d - Ministry of Education

• 使用Kmer 與神經網路進行智慧影像辨識與分類

  Wu, Y.

  1/1/19 → 12/31/19

  Project: C - Project of Alliance › m - National Taiwan University of Science and Technology

• 使用Kmer 與神經網路進行智慧影像辨識與分類

  Wu, Y.

  1/1/19 → 12/31/19

  Project: C - Project of Alliance › m - National Taiwan University of Science and Technology

• PM2.5對慢性阻塞性肺病在肺修復和再生受損的影響-IL-17和新穎生物標記在環境PM2.5誘導COPD肺損傷的影響

  Lee, K.

  1/1/19 → 12/1/19

  Project: A - Government Institution › d - Ministry of Education

• Social Interaction Discovery and Publicity Mining

  Chang, Y.

  11/1/18 → 10/1/19

  Project: A - Government Institution › b - Ministry of Science and Technology

• Deep Multi-Task Learning for Semantic Analysis and Similarity Measurement of Chinese Short Text(1/3)

  Chang, Y.

  9/1/18 → 8/31/19

  Project: A - Government Institution › b - Ministry of Science and Technology

• Synthesis of Submicron- and Nano-Plastics and Their Applications on the Detection of Plastic Particle-Containing Seafoods and Toxicological Studies

  Hsiao, I.

  9/1/18 → 8/1/19

  Project: A - Government Institution › b - Ministry of Science and Technology

• 107年度臺北市十二區健康服務中心公衛人員高血壓防治品質精進計畫

  Lin, C.

  8/23/18 → 11/19/18

  Project: A - Government Institution › f - Other (Funded by Government)

• 107年預防及延緩失能照護方案研發計畫-分項2特色方案

  Chou, K.

  8/14/18 → 12/14/18

  Project: A - Government Institution › c - Ministry of Health and Welfare

• Using Machine Learning Technique to Evaluate the Impact of Curcumin on the Brain-Gut Interaction in Patients with Tuberous Sclerosis Complex Comorbid to Autism Spectrum Disorders(1/3)

  Lo, Y.

  8/1/18 → 7/1/19

  Project: A - Government Institution › b - Ministry of Science and Technology

• Effects of Different Ratio of Fatty Acid and Melatonin or Tomato on Lipid Metabolism and Body Fat Accumulation in Postmenopausal Rats and Women

  Chien, Y.

  8/1/18 → 7/1/19

  Project: A - Government Institution › b - Ministry of Science and Technology

  • melatonin 100%
  • dietary fat 48%
  • lipid metabolism 46%
  • lipid bodies 37%
  • fatty acid composition 36%

• The Association between Improved Nutritional Care and the Prognosis of Cardiovascular Disease for Hemodialysis Patients(3/3)

  Yang, S.

  8/1/18 → 7/1/19

  Project: A - Government Institution › b - Ministry of Science and Technology

  • Renal Dialysis 100%
  • Diet 54%
  • Cardiovascular Diseases 38%
  • Nutrition Therapy 24%
  • Nutrition Assessment 21%

• Design and Verification the Effects of an Innovative Interactive Game on Improving Cognition in Elderly

  Chang, C.

  8/1/18 → 7/31/19

  Project: A - Government Institution › b - Ministry of Science and Technology

  • Aging of materials 100%
  • User experience 82%
  • Gamification 55%
  • Wearable technology 46%
  • Industry 18%

• A Series of Study in Lifestyle Analysis and Exploration of the Effect of Cognitive-Behavioral Intervention among High Risk Subjects with Family History of Colorectal Cancer(3/3)

  Jeng, C.

  8/1/18 → 10/1/19

  Project: A - Government Institution › b - Ministry of Science and Technology

  • cancer 100%
  • genealogy 36%
  • Group 12%
  • statistical test 6%
  • statistical significance 6%

• An Artificial Inteligence System with Wearable Devices for Correction of Inadequate Posture

  Chen, H.

  8/1/18 → 10/1/19

  Project: A - Government Institution › b - Ministry of Science and Technology

  • Artificial intelligence 100%
  • Wearable sensors 94%
  • Sensors 58%
  • Oxygen sensors 54%
  • Online systems 46%

• Studies of the Vegetable Components on Menopausal Obesity and the Associated Mechanisms(3/3)

  Chen, Y.

  8/1/18 → 10/1/19

  Project: A - Government Institution › b - Ministry of Science and Technology

  • estrogens 100%
  • menopause 92%
  • adipocytes 85%
  • obesity 62%
  • white adipocytes 45%

• Development of Mass Spectrometry-Based Quantification Strategies for Onco-Proteogenomics Investigation of Cancer-Specific Mutated Proteins (2nd~3rd Year)

  Han, C.

  8/1/18 → 7/1/19

  Project: A - Government Institution › b - Ministry of Science and Technology

  • Mutation 100%
  • Proteogenomics 74%
  • Mass Spectrometry 70%
  • Proteins 49%
  • Peptides 35%

• (教學實踐)發展整合性臨床思維模擬教育

  Kuo, S.

  8/1/18 → 7/1/19

  Project: A - Government Institution › d - Ministry of Education

• 新聘教師研究補助

  Huang, C.

  8/1/18 → 7/31/20

  Project: B - Project of TMU › g - Research Grants for Newly Hired Faculty

• Features and Impact of Sleep Disturbances and Efficacy of Neurofeedback for Symptom Improvement in Patients with Fibromyalgia(3/3)

  Tsai, P.

  8/1/18 → 6/30/20

  Project: A - Government Institution › b - Ministry of Science and Technology

  • Fibromyalgia 100%
  • Sleep 50%
  • Sleep Initiation and Maintenance Disorders 41%
  • Neurofeedback 37%
  • Comorbidity 15%

• New Brain Cortical Electrical Stimulation Technology for the Neurorehabilitation Therapy of Bladder Dysfunction in the Parkinson’S Disease Animal Model(2/3)

  Peng, C.

  8/1/18 → 7/1/19

  Project: A - Government Institution › b - Ministry of Science and Technology

• The Effects of Lipoprotein on the Endothelial-To-Mesenchymal Transition Process and Vessel Neo-Intimal Formation (Continuation of Most 106-2314-B-038-081; 2/3 & 3/3)

  Huang, C.

  8/1/18 → 7/1/19

  Project: A - Government Institution › b - Ministry of Science and Technology

  • Endothelial Progenitor Cells 100%
  • Lipoproteins 44%
  • Endothelium 20%
  • Cardiac Catheters 16%
  • Observation 16%

• Make a Portable/Wearable Kidney Possible – Development of Microtube Array Membrane (Mtam) Dialyzer – Study on Uremic Toxins Removal

  Wu, M.

  8/1/18 → 10/1/19

  Project: A - Government Institution › b - Ministry of Science and Technology

  • Membranes 100%
  • Dialysis 95%
  • Equipment and Supplies 66%
  • Artificial Kidneys 55%
  • 4-cresol sulfate 34%

• Pank2 Mutations and the Neurodegeration: Investigating the Pathogenetic Mechanisms and Identifying the New Treatment

  Hong, C.

  8/1/18 → 7/1/19

  Project: A - Government Institution › b - Ministry of Science and Technology

• In Vivo Early Neuroimage Profiles of Injurious and Protective Responses in Neonatal Hypoxic-Ischemic Models Using 7t Mri(II)(2/3)

  Kao, Y. J.

  8/1/18 → 10/1/19

  Project: A - Government Institution › b - Ministry of Science and Technology

• To Analyze the Risk Assessment of Cumulative Brain Concussion on Football Player Brain Lesions

  Lin, M.

  8/1/18 → 10/1/19

  Project: A - Government Institution › b - Ministry of Science and Technology

  • Brain 100%
  • Sports 91%
  • Football 68%
  • Risk assessment 59%
  • Biomarkers 37%

• The Construction and Evaluation of Multi-Domain Attention Training for Older Adults with Mild Cognitive Impairment to Improve Intensity of Attention, Executive Attention, and Spatial Orienting Attention: a Randomized Controlled Study

  Chou, K.

  8/1/18 → 7/1/19

  Project: A - Government Institution › b - Ministry of Science and Technology

  • Cognitive Dysfunction 100%
  • Taiwan 80%
  • Cognition 48%
  • Learning 44%
  • Memory 29%

• Artificial Intelligence Grading of Rotator Cuff Tendinopathy Using Real-Time Elastography

  Lo, C.

  8/1/18 → 7/1/19

  Project: A - Government Institution › b - Ministry of Science and Technology

  • Tendons 100%
  • Artificial intelligence 38%
  • Ultrasonics 24%
  • Oils and fats 16%
  • Cost effectiveness 15%

• Development of Noninvasive Blood Pressure Estimation with Photoplethysmography

  Chiu, H.

  8/1/18 → 7/1/19

  Project: A - Government Institution › b - Ministry of Science and Technology

  • Photoplethysmography 100%
  • Blood pressure 82%
  • Wearable technology 21%
  • Neural networks 19%
  • Intensive care units 8%

• Studies of Interaction Effects between Ketone Metabolism and Mitochondrial Function and Biogenesis

  Hsieh, R.

  8/1/18 → 7/1/19

  Project: A - Government Institution › b - Ministry of Science and Technology

  • ketones 100%
  • ketone bodies 99%
  • beta oxidation 63%
  • ketogenic diet 62%
  • biogenesis 38%

• Fibromyalgia: Impacts of Different Phenotypes on Quality of Life and the Effects of Technology-Assisted and Tailored Health Coaching(1/3)

  Tsai, P.

  8/1/18 → 7/31/19

  Project: A - Government Institution › b - Ministry of Science and Technology

• The Association between Maternal Sleep Disturbances and the Health Condition of Their Offspring: a Secondary Data Analysis and a Longitudinal Cohort Study(III)(3/3)

  Lee, H.

  8/1/18 → 10/1/19

  Project: A - Government Institution › b - Ministry of Science and Technology

• Effects of Lycium Babarum Polysaccharides and C-Phycocyanin on Healing of Ethanol- or Drug-Induced Gastric Ulcer

  Chao, J. C.

  8/1/18 → 7/1/19

  Project: A - Government Institution › b - Ministry of Science and Technology

  • Polysaccharide 100%
  • Cytoprotective 58%
  • Antioxidant Agent 25%
  • Antiinflammatory 24%
  • Ethanol 16%

• Effects of N-3 Polyunsaturated Fatty Acids on the Gut Microbiota in Depressive Disorder

  Huang, S.

  8/1/18 → 7/1/19

  Project: A - Government Institution › b - Ministry of Science and Technology

• The Evolution of Active Intracranial Atherosclerotic Plaques after Stenting - an Observation Using Mr High Resolution Vessel Wall Imaging

  Chen, C.

  8/1/18 → 7/1/19

  Project: A - Government Institution › b - Ministry of Science and Technology

  • Atherosclerotic Plaques 100%
  • Arteries 71%
  • Endothelial Cells 70%
  • Antioxidants 35%
  • Anti-Inflammatory Agents 35%

• (教學實踐)翻轉教學模式於大學程式必修課程之實踐與探討

  Hung, H.

  8/1/18 → 7/31/19

  Project: A - Government Institution › d - Ministry of Education

• Impacts of Particulate Air Pollution on Repair and Abnormal Inflammation in Copd: the Role of Itih4 and the Regeneration Pathways

  Lee, K.

  8/1/18 → 7/1/19

  Project: A - Government Institution › b - Ministry of Science and Technology

  • Chronic Obstructive Pulmonary Disease 100%
  • inter-alpha-inhibitor 82%
  • Particulate Matter 74%
  • Inflammation 30%
  • human ITIH4 protein 25%

• Development of an Optimal Electrical Stimulation System for Lower Urinary Tract Disorders after Spinal Cord Injury(1/2)

  Chen, S.

  8/1/18 → 7/31/19

  Project: A - Government Institution › b - Ministry of Science and Technology

• Investigated the Role of Mir-200 Family in the Prognostic and Therapeutic of Hcc and Dissected the Possible Mechanism

  Wang, W.

  8/1/18 → 7/31/19

  Project: A - Government Institution › b - Ministry of Science and Technology

  • Hepatocellular Carcinoma 100%
  • MicroRNAs 22%
  • Hypoxia 20%
  • Neoplasms 14%
  • Hep G2 Cells 9%

• The Construction and Evaluation of Light Therapy Model for Older Adults with Mild Cognitive Impairment and Dementia: a Randomized Controlled Study

  Chou, K.

  8/1/18 → 7/1/19

  Project: A - Government Institution › b - Ministry of Science and Technology

• Effectiveness of Implementing Shared Decision-Making on Quality of Care among Patients with Lumbar Degenerative Diseases: a Cluster Randomized Controlled Trail(1/3)

  Hou, W.

  8/1/18 → 7/31/19

  Project: A - Government Institution › b - Ministry of Science and Technology

• Multimodality Brain Mapping for Epilepsy Surgery：Analytic High Frequency Oscillations Features of Multichannel Intracranial Eeg

  Peng, S.

  8/1/18 → 10/31/19

  Project: A - Government Institution › b - Ministry of Science and Technology

  • Epilepsy 100%
  • Seizures 92%
  • Anticonvulsants 67%
  • Brain Mapping 65%
  • Neuroimaging 43%