Graduate Institute of Biomedical Informatics

Projects

Projects per year 2010 2013 2014 2015 2016 2017 2018 2019 2020 2021 2022 2023 2026

• 13 Active
• 312 Finished

Projects per year

Search results

• Active

  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)

• 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)

• 台灣前列腺癌病患的全外顯子DNA定序研究

  Shao, Y.-H. (PI)

  12/25/24 → 12/30/25

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

• A Copy Number Alteration (Cna) Research Roadmap Using Multi-Omics Data for Identification of Cna-Derived Cancer Driver Genes and Their Potential Regulatory Mechanisms Associated with Prognosis

  Chang, T.-H. (PI)

  8/1/24 → 7/31/25

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

• Integrative Graph Representation Learning for Precision Oncology: Unraveling Distinct Pathways in Egfr Exon19del and L858r Mutations of Lung Adenocarcinoma

  Lee, Y.-C. G. (PI)

  8/1/24 → 7/31/25

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

• Utilizing Large Language Models and Real-World Data to Enhance Medication Safety: Creating Rxllama

  Yang, H.-C. (PI)

  8/1/24 → 7/31/25

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

• Empathimeter - Validation, Implementation, and Evaluation(2/2)

  Li, Y.-C. (PI)

  8/1/24 → 7/31/25

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

• Empowered Life (Em-L): Personalized Health Empowerment for Young Adults through Targeted Risk Reduction Strategies

  Shabbir, S. A. (PI)

  8/1/24 → 7/31/25

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

• Development of R-Cnn-Based Rib Fracture Detection Model for Chest X-Ray Images with Feasibility Assessment Using Real World Data

  Chiu, H.-W. (PI)

  8/1/24 → 7/31/25

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

• Antimicrobial Resistance Genetic Biomarkers: a Pan-Genome-Based Novel Approach for Pinpointing Antimicrobial Resistance Biomarkers from Bacterial Genomic Sequences(3/3)

  Wu, Y.-W. (PI)

  8/1/24 → 7/31/25

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

  • Antibiotic Resistance 100%
  • Pan-Genome 100%
  • Genetics 100%
  • Genomics 100%

• Unravelling the Prognostic, Regulatory and Therapeutic Potential of Rna Editing in Glioblastoma

  Chen, C.-C. (PI)

  8/1/24 → 7/31/25

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

• Developing Icu Brain Injury Patient Consciousness Monitoring and Prognosis Decision Support System(1/4)

  Li, Y.-C. (PI)

  7/1/24 → 6/30/25

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

• 從胸部X光與心臟超音波的影像資訊找尋血液透析病患的心血管事件與死亡的風險因子

  Chang, T.-H. (PI)

  3/1/24 → 2/28/26

  Project: C - Project of Alliance › s - Shin Kong Wu Ho-Su Memorial Hospital

• Finished

  「生醫健康資料商化應用產業需求調查-以藥事服務為主題」採購案

  Yang, H.-C. (PI)

  10/19/24 → 12/10/24

  Project: D - Other Project

• 利用XGBoost機器學習模型預測在不同基 因組成的屎腸球菌對五種常用抗生素藥 物之抗藥性與MIC數值

  Wu, Y.-W. (PI)

  7/1/24 → 2/28/25

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

• 評估 ChatGPT 在心血管疾病的藥物諮詢 方面的效用

  Li, Y.-C. (PI)

  7/1/24 → 2/28/25

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

• 針對機器學習特徵選取演算法選出的與 抗藥性高度相關的未知功能基因進行跨 物種基因比較分析

  Wu, Y.-W. (PI)

  7/1/24 → 2/28/25

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

• 臺歐盟國合計畫－透過基於人工智慧的健康風險評估以鼓勵青少年之行為改變(1/3)

  Shabbir, S. A. (PI)

  5/1/24 → 4/30/25

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

• 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)

• Comprehensive Mining and Analyzing the Effects of Microbes on Disease Development through Unsupervised Microbial Genome Clustering Tools(3/3)

  Wu, Y.-W. (PI)

  8/1/23 → 7/31/24

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

  File

  • Microbial Genome 100%
  • Feature Extraction 100%
  • Disease Course 100%
  • Microorganism 100%
  • Colorectal Carcinoma 83%

• Using Multidimensional Machine Learning to Predict Outcomes of Brain-Injured Patients

  Lin, M.-C. (PI)

  8/1/23 → 7/31/24

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

• Unravelling the Prognostic, Regulatory and Therapeutic Potential of Rna Editing in Glioblastoma

  Chen, C.-C. (PI)

  8/1/23 → 7/31/24

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

• A Platform of Appropriate Prescribing in Pregnancy Based on Real World Data: to Train Pharmacist Pioneers and Reduce Inappropriate Medications

  Yang, H.-C. (PI)

  8/1/23 → 7/31/24

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

• Evaluate the Combined Effects of Rare Pathogenic, Uncertain Significance, and Common Germline Variants on the Risk of Prostate Cancer and Age at Onset.

  Shao, Y.-H. (PI)

  8/1/23 → 7/31/24

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

• Identification of Diabetes Mellitus Wounds Images with Risk of Peripheral Artery Disease by Artificial Intelligence

  Chiu, H.-W. (PI)

  8/1/23 → 7/31/24

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

• Empathimeter - Validation, Implementation, and Evaluation(1/2)

  Li, Y.-C. (PI)

  8/1/23 → 7/31/24

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

• 一個基於骨傳導收發音型式的泛用化智慧醫療設計

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

  8/1/23 → 12/31/23

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

• Antimicrobial Resistance Genetic Biomarkers: a Pan-Genome-Based Novel Approach for Pinpointing Antimicrobial Resistance Biomarkers from Bacterial Genomic Sequences(2/3)

  Wu, Y.-W. (PI)

  8/1/23 → 7/31/24

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

• Artificial Intelligence Based Activity Recognition and Mortality Prediction Using Circadian Rhythm, among Cancer Patients in the Hospice Ward( II )

  Shabbir, S. A. (PI)

  8/1/23 → 7/31/24

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

• Applied Bridg Model to Construct a Certification Automation and Intelligent Management Platform for Software as Medical Device (Samd)

  Liou, D.-M. (PI)

  8/1/23 → 7/31/24

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

• Clinical Prediction and Pathogenesis Pathway Discovery to Prevent Idiopathic Pregnancy Diseases by Deep Learning Algorithms on Multi-Country Databases( II )

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

  8/1/23 → 7/31/24

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

• A Copy Number Alteration (Cna) Research Roadmap Using Multi-Omics Data for Identification of Cna-Derived Cancer Driver Genes and Their Potential Regulatory Mechanisms Associated with Prognosis

  Chang, T.-H. (PI)

  8/1/23 → 7/31/24

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

• 評估納入單基因與多基因變異對於抗核抗體（ANA）在全身性紅斑性狼瘡 （SLE）診斷的影響

  Shao, Y.-H. (PI)

  7/1/23 → 2/29/24

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

• 運用真實世界資料探索H2受體拮抗劑與攝護腺癌的關聯性

  Yang, H.-C. (PI)

  7/1/23 → 2/29/24

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

• 利用YOLO檢測和分類顯微影像中的白血球細胞型態

  Chiu, H.-W. (PI)

  7/1/23 → 2/29/24

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

• 利用機器學習方法探索慢性透析患者血管預後影響因子並建立預後預測模型之多中心研究

  Chang, T.-H. (PI)

  3/1/23 → 2/29/24

  Project: C - Project of Alliance › s - Shin Kong Wu Ho-Su Memorial Hospital

• 112年度精準健康產業跨領域人才培育計畫(申請領域：健康福祉)

  Liou, D.-M. (PI)

  2/1/23 → 1/31/24

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

• 臺歐盟國合計畫－iHELP:基於人工智慧與健康紀錄之個人化健康管理與決策支援(3/3)

  Shabbir, S. A. (PI)

  2/1/23 → 7/31/24

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

• 運用深度學習建構可解釋之臨床預測系統以預防特發性妊娠疾病

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

  1/1/23 → 12/31/23

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

• 打造MIMIC之大腦意識資料庫並接軌PhysioNet

  Li, Y.-C. (PI)

  1/1/23 → 12/31/23

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

• 機器學習模型整合遞迴特徵刪除演算法應用於臨床代謝症候群預測和最佳預測因子決策

  Chang, T.-H. (PI)

  1/1/23 → 12/31/23

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

• 以深度學習整合跨來源資料並建構多重模型以預測產科病症之研究

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

  1/1/23 → 12/31/23

  Project: C - Project of Alliance › l - National Taiwan Ocean University

• A Platform of Appropriate Prescribing in Pregnancy Based on Real World Data: to Train Pharmacist Pioneers and Reduce Inappropriate Medications (2/3)

  Yang, H.-C. (PI)

  8/1/22 → 7/31/23

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

• 111 年「教育部補助大專校院 STEM 領域及女性研發人才培育計畫」：次世代遠距醫療人才培育計畫

  Yang, H.-C. (PI)

  8/1/22 → 7/31/23

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

• A Copy Number Alteration (Cna) Research Roadmap Using Multi-Omics Data for Identification of Cna-Derived Cancer Driver Genes and Their Potential Regulatory Mechanisms Associated with Prognosis (1/3)

  Chang, T.-H. (PI)

  8/1/22 → 7/31/23

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

• Clinical Prediction and Pathogenesis Pathway Discovery to Prevent Idiopathic Pregnancy Diseases by Deep Learning Algorithms on Multi-Country Databases( II )

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

  8/1/22 → 7/31/23

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

• Comprehensive Mining and Analyzing the Effects of Microbes on Disease Development through Unsupervised Microbial Genome Clustering Tools(2/3)

  Wu, Y.-W. (PI)

  8/1/22 → 7/31/23

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

  File

  • Microbial Genome 100%
  • Feature Extraction 100%
  • Disease Course 100%
  • Microorganism 100%
  • Colorectal Carcinoma 83%

• Unravelling the Prognostic, Regulatory and Therapeutic Potential of Rna Editing in Glioblastoma (1/3)

  Chen, C.-C. (PI)

  8/1/22 → 7/31/23

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

• Build a Real-Time Clinical "Empathimeter" for Patient-Physician Interaction.

  Li, Y.-C. (PI)

  8/1/22 → 7/31/23

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

• Cloud-Based Graph Representation Learning of Biological Pathways with Proteo-Transcriptomics for Cancer Systems Biology

  Lee, Y.-C. G. (PI)

  8/1/22 → 7/31/23

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