​Professional Master Program in Artificial Intelligence in Medicine

Projects

Projects per year 2018 2018 2019 2026

• 3 Active
• 78 Finished

Projects per year

Search results

• Active

  Establishment and Implement of Smart Assistive Technology for Dementia Care and Its Socio-Economic Impacts( III )

  Chen, S.-C. (PI)

  8/1/24 → 7/31/25

  Project: A - Government Institution › b - National Science and Technology Council

• Development of an Edge Artificial Intelligence-Based Classification Algorithm and Computer-Assisted Diagnostic System for Digital Pathology Images of Lung Cancer

  Lin, Y.-S. (PI)

  1/1/24 → 12/31/26

  Project: A - Government Institution › b - National Science and Technology Council

• Metabolic Epileptic Brain Network and Clinical Manifestations Constructing a Personalized Connectome-Convolutional Neural Network Model - Strengthening Lesion Diagnosis, Preoperative Evaluation, and Preservation and Improvement of Cognitive Function

  Peng, S.-J. (PI)

  8/1/23 → 7/31/26

  Project: A - Government Institution › b - National Science and Technology Council

• Finished

  112-113年度「具化學結構感知BERT於預測化學物質毒性之開發及研究計畫」

  Chang, Y.-C. (PI)

  9/1/23 → 12/31/23

  Project: A - Government Institution › a - National Health Research Institutes

• 照護痤瘡智慧醫療App之建立

  Peng, S.-J. (PI)

  8/1/23 → 12/31/23

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

• 運用圖變換器和深度表示學習預測基於序列的蛋白質功能(2/3)

  Le, N. Q. K. (PI)

  8/1/23 → 7/31/24

  Project: A - Government Institution › b - National Science and Technology Council

• 結合腦電圖功能網路及定量棘波模型來預測兒童良性癲癇的癲癇發作和神經發展的預後

  Peng, S.-J. (PI)

  7/1/23 → 2/29/24

  Project: A - Government Institution › b - National Science and Technology Council

• 新聘教師研究補助

  Lin, Y.-S. (PI)

  2/1/23 → 1/31/24

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

• 基於深度學習於肺部、縱膈腔腫塊與淋巴結之支氣管超音波影像惡性腫瘤判讀

  Peng, S.-J. (PI)

  1/1/23 → 12/31/23

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

• 以多模式平台探討兒童無原因局部型及全般型癲癇之預後-以深度學習腦電圖功能性網路及臨床結構性磁振造影為基準

  Peng, S.-J. (PI)

  1/1/23 → 12/31/23

  Project: B - Project of TMU › i - Other (Funded by TMU)

• 非小細胞肺癌的可解釋基因分型：基於CT放射組學之可解釋人工智慧

  Le, N. Q. K. (PI)

  1/1/23 → 12/31/23

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

• Sequence-Based Protein Function Prediction Using Graph Transformers and Deep Representative Learning (1/3)

  Le, N. Q. K. (PI)

  8/1/22 → 7/31/23

  Project: A - Government Institution › b - National Science and Technology Council

  • Protein Function 100%
  • Peptide Sequence 66%
  • Subcellular Localization 33%
  • Gene Ontology 33%
  • Molecular Biology 33%

• Deepnlp-Dna: a Pre-Trained Nlp Model for Dna Sequence Representation Using Deep Transformers and 2d Convolutional Neural Networks

  Le, N. Q. K. (PI)

  8/1/22 → 7/31/23

  Project: A - Government Institution › b - National Science and Technology Council

  • DNA Sequence 100%
  • Enhancer Region 33%
  • Molecular Biology 33%
  • Methylation 33%
  • Promoter Region 33%

• 結合遷移學習和電腦斷層影像體學對非小細胞肺癌分子亞型進行分類

  Le, N. Q. K. (PI)

  1/1/22 → 12/31/22

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

• 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.-J. (PI)

  1/1/22 → 12/31/22

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

• Using Dynamic Functional Connectivity to Explore the Effects of Corpus Callostomy on Bilateral and Unilateral Hemispheres in Terms of Neuropsychological Performance

  Peng, S.-J. (PI)

  8/1/21 → 7/31/22

  Project: A - Government Institution › b - National Science and Technology Council

• Deepnlp-Dna: a Pre-Trained Nlp Model for Dna Sequence Representation Using Deep Transformers and 2d Convolutional Neural Networks

  Le, N. Q. K. (PI)

  8/1/21 → 7/31/22

  Project: A - Government Institution › b - National Science and Technology Council

  • DNA Sequence 100%
  • Enhancer Region 33%
  • Molecular Biology 33%
  • Methylation 33%
  • Promoter Region 33%

• 以功能性腦電圖網絡來探討抗癲癇藥物在兒童良性癲癇的影響

  Peng, S.-J. (PI)

  7/1/21 → 2/28/22

  Project: A - Government Institution › b - National Science and Technology Council

• 結合放射基因組學和自然語言處理提升肺癌復發的預測表現

  Le, N. Q. K. (PI)

  1/1/21 → 12/31/21

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

• 結合放射基因組學和自然語言處理提升肺癌復發的預測表現

  Le, N. Q. K. (PI)

  1/1/20 → 12/1/20

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

• 新聘教師研究補助

  Le, N. Q. K. (PI)

  1/1/20 → 12/31/20

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

• Deep Multi-Task Learning for Semantic Analysis and Similarity Measurement of Chinese Short Text

  Chang, Y.-C. (PI)

  9/1/19 → 8/31/20

  Project: A - Government Institution › b - National Science and Technology Council

• 新聘教師研究補助

  Peng, S.-J. (PI)

  9/1/19 → 8/31/21

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

• 新聘教師研究補助

  Hsu, M.-H. (PI)

  9/1/19 → 8/31/20

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

• Advanced Preoperative Evaluations for Intractable Epilepsy Using Stereoelectroencephalography and Multimodal Neuroimaging: Semiology, Intracranial Electroencephalography Analyses, Neuroimaging Post-Processing, and Postoperative Follow-Ups

  Peng, S.-J. (PI)

  8/1/19 → 7/31/20

  Project: A - Government Institution › b - National Science and Technology Council

• Computer-Aided Peptide-Based Drug Design for Anticancer Peptide Prediction and Bioactivity Evaluation Based on Machine Learning Algorithms

  Su, E.C.-Y. (PI)

  8/1/19 → 7/31/20

  Project: A - Government Institution › b - National Science and Technology Council

• Building Smart Medical Information Mart for Neuro Intensive Care (Smart Minic)

  Lin, M.-C. (PI)

  8/1/19 → 7/31/20

  Project: A - Government Institution › b - National Science and Technology Council

• Machine Learning-Based Radiogenomics for Connecting Mr Imaging to Immune-Regulated Genes Expression in Glioblastoma(1/3)

  Chen, C.-Y. (PI)

  8/1/19 → 7/31/20

  Project: A - Government Institution › b - National Science and Technology Council

• Investigate the New Therapeutic Strategy of Hinokitiol in Hepatic Ischemia/Reperfusion Injury( I )

  Chen, R.-J. (PI)

  8/1/19 → 7/31/20

  Project: A - Government Institution › b - National Science and Technology Council

• Computational Analysis of Regulatory Networks of Extracellular Matrix in Endometrial Cancer Development and Discovery of Potential Drugs for Therapy

  Chang, T.-H. (PI)

  8/1/19 → 7/31/20

  Project: A - Government Institution › b - National Science and Technology Council

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

  Chen, S.-C. (PI)

  8/1/19 → 7/31/20

  Project: A - Government Institution › b - National Science and Technology Council

• The Impact of Chronic Sleep Deprivation on Neurocognition, Mood and Stress Regulation among Adolescents: Observational Follow-Up and Intervention Studies of Healthy Adolescent Cohorts( I )

  Lee, H.-C. (PI) & Chiu, H.-Y. (CoPI)

  8/1/19 → 7/31/20

  Project: A - Government Institution › b - National Science and Technology Council

• Mechanisms for Epithelium-Derived Interleukin 33 (Il-33) Up-Regulation and Its Effects on Circulating Fibrocyte Chemotaxis, Proliferation and Differentiation in Patients with Chronic Obstructive Asthma(3/3)

  Kuo, H.-P. (PI)

  8/1/19 → 7/31/20

  Project: A - Government Institution › b - National Science and Technology Council

• Molecular Mechanisms of Secretory Rab Gtpase 3c in Promoting Colon Cancer Metastasis(3/3)

  Chen, C.-L. (PI)

  8/1/19 → 7/31/20

  Project: A - Government Institution › b - National Science and Technology Council

• Longitudinal Analysis Combining Neuroimage and Proteomic Studies on Fibromyalgia Patients

  Kang, J.-H. (PI)

  8/1/19 → 7/31/20

  Project: A - Government Institution › b - National Science and Technology Council

• Sub-Project 3: Predicting Rehabilitation Effectiveness on Incomplete Spinal Cord Injured Patients: Longitudinal Multi-Modal Neuroimaging Evaluation of Paired Associative Nerve Stimulation( I )

  Chan, W. P. (PI)

  8/1/19 → 7/31/20

  Project: A - Government Institution › b - National Science and Technology Council

• Simultaneous Center-Periphery Neuroimaging for Data-Driven Rehabilitation Assessment of Fallers(2/3)

  Chan, W. P. (PI)

  8/1/19 → 7/31/20

  Project: A - Government Institution › b - National Science and Technology Council

• 108年度委託研究計畫-健康福祉科技整合照護示範場域推動計畫-以新北市及高雄市六龜區為示範場域

  Li, Y.-C. (PI)

  7/5/19 → 7/5/20

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

• 基於深度學習優化抗發炎胜肽預測及特性分析之免疫生物資訊學研究

  Su, E.C.-Y. (PI)

  7/1/19 → 2/1/20

  Project: A - Government Institution › b - National Science and Technology Council

• Deep Learning-based analysis with Multi-Omics data for prognosis prediction of Prostate Cancer

  Chang, T.-H. (PI)

  7/1/19 → 2/1/20

  Project: A - Government Institution › b - National Science and Technology Council

• 價創計畫：智慧型藥物安全系統發展與臨床導入

  Li, Y.-C. (PI)

  7/1/19 → 6/1/20

  Project: A - Government Institution › b - National Science and Technology Council

• Developing a User-Centered Smart Assistive Technology Integrated Care Platform for Individuals with Dementia and Their Caregivers( I )

  Chen, S.-C. (PI)

  6/1/19 → 5/1/20

  Project: A - Government Institution › b - National Science and Technology Council

• 推動新南向醫衛合作與產業鏈發展

  Kuo, H.-P. (PI)

  2/11/19 → 12/11/19

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

• 開發具有新穎功能之經顱電刺激系統

  Chen, S.-C. (PI)

  2/1/19 → 11/1/19

  Project: A - Government Institution › b - National Science and Technology Council

• 108年度「生醫產業與新農業跨領域人才培育計畫」之A類「生醫產業與新農業學產研鏈結人才培育計畫」夥伴學校

  Li, Y.-C. (PI)

  2/1/19 → 1/1/20

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

• 睡眠剝奪的神經認知功能的衝擊: 從動物，健康青少年，乃至失眠個案-失眠個案客觀睡眠時數與神經認知功能之關係：個案對照追蹤研究

  Lee, H.-C. (PI)

  1/1/19 → 12/1/19

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

• 運用人工智慧建構慢性疼痛患者長期監測及自我照顧的健康平台-發展慢性疼痛的基於生物標記及長期資訊分析的新分類法

  Kang, J.-H. (PI)

  1/1/19 → 12/1/19

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

• 運用人工智慧建構慢性疼痛患者長期監測及自我照顧的健康平台-應用深度學習進行慢性疼痛患者的自動化顏面表情分析

  Su, E.C.-Y. (PI)

  1/1/19 → 12/1/19

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

• Developing Artificial Intelligence and Iot Technology on Precision Sleep Medicine(2/4)

  Liu, W.-T. (PI)

  1/1/19 → 12/31/19

  Project: A - Government Institution › b - National Science and Technology Council

• 腦部膠母細胞瘤之影像基因學與影像蛋白質學多中心研究

  Chen, C.-Y. (PI)

  1/1/19 → 12/1/19

  Project: A - Government Institution › a - National Health Research Institutes