​Professional Master Program in Artificial Intelligence in Medicine

Projects

Projects per year 2018 2018 2019 2026

• 10 Active
• 81 Finished

Projects per year

Search results

• Active

  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)

  1/1/25 → 12/31/25

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

• 臨床深度推論之醫療專用大型語言模型開發及商業化服務計畫

  Li, Y.-C. (PI)

  1/1/25 → 12/31/25

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

• 以生成式人工智慧模型開發乳癌基因預後分析與藥物篩選平台(1/4)

  Chang, T.-H. (PI)

  1/1/25 → 12/31/25

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

• 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)

  8/1/24 → 7/31/25

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

• Sequence-Based Protein Function Prediction Using Graph Transformers and Deep Representative Learning

  Le, N. Q. K. (PI)

  8/1/24 → 7/31/25

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

  • Peptide Sequence 100%
  • Protein function prediction 100%
  • Protein Function 50%
  • Subcellular Localization 50%
  • Bioinformatics 50%

• The Study of Significance of Rab31 Triggering Exocytosis during Epithelial-Mesenchymal Transition (Emt) for Chemoresistance and Clinical Significance of Colorectal Cancer( II )

  Chen, C.-L. (PI)

  8/1/24 → 7/31/25

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

• 113年度「人工智慧技術應用於醫療服務場域治理研究計畫」

  Lee, C.-H. (PI)

  8/1/24 → 7/30/25

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

• 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

• Sequence-Based Protein Function Prediction Using Graph Transformers and Deep Representative Learning

  Le, N. Q. K. (PI)

  8/1/22 → 7/31/25

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

  • Protein function prediction 100%
  • Peptide Sequence 100%
  • Protein Function 50%
  • Subcellular Localization 50%
  • Bioinformatics 50%
• Finished

  肺癌基因人工智慧早期預防與藥物預後平台開發(4/4)

  Chang, T.-H. (PI)

  1/1/24 → 12/31/24

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

• 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 → 12/31/24

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

• 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

• 健保資料庫相關法規研究計畫

  Lee, C.-H. (PI)

  8/1/23 → 7/30/24

  Project: D - Other Project

• Sequence-Based Protein Function Prediction Using Graph Transformers and Deep Representative Learning

  Le, N. Q. K. (PI)

  8/1/23 → 7/31/24

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

  • Peptide Sequence 100%
  • Protein function prediction 100%
  • Protein Function 50%
  • Subcellular Localization 50%
  • Bioinformatics 50%

• 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

• 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

• 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)

• 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

• 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

• 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

• 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%

• 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

• 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

  Hsu, M.-H. (PI)

  9/1/19 → 8/31/20

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

• 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

• 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

• 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

• 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

• 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

• 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

• 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

• 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

• 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

• 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

• 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

• 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

• 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

• 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 → 6/30/20

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

  • Retrospective Study 100%
  • Medication Error 100%

• 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