Grants

GRANTS

  1. 數位與人工智慧醫療科技（MedTech）之跨國合作研究：醫療科技評估（HTA）決策架構建立
    A Cross-Country Collaboration on Digital and AI-enabled Medical Technologies (MedTech): a Decision Framework for Health Technology Assessment (HTA)
    National Science and Technology Council, Taiwan
    Sep, 2026 - Aug, 2027, NT$ 1,150,000, NSTC115-2314-B-016-086
    PI: Hsieh PH; Co-PI: Lin C et al.

  2. 應用多模態基礎模型建立廣泛的疾病風險預測模型－建構基於人工智慧伺機性篩檢的次世代臺灣健康照護體系(1/4)
    Development of a comprehensive disease risk prediction model utilizing a multimodal foundation model: constructing an AI-enabled opportunistic screening framework for the next-generation Taiwan healthcare system (1/4)
    National Science and Technology Council, Taiwan
    Aug, 2026 - Jul, 2027, NT$ 3,370,000, NSTC115-2628-E-016-001
    PI: Lin C; Co-PI: Lin CS, Tsai DJ, Li TY

  3. 以人工智慧心電圖為核心之精準公共衛生篩檢模式：整合健保資料庫與生命歷程生成模型之全國性成效與經濟效益研究
    AI-Enabled Electrocardiography for Precision Public Health Screening: A Nationwide Evaluation Integrating Health Insurance Data and Generative Life-Course Modeling
    National Science and Technology Council, Taiwan
    Aug, 2026 - Jul, 2029, NT$ 5,178,000, NSTC115-2628-B-016-005-MY3
    PI: Lin C; Co-PI: Lin CS, Hsieh PH, Lee JT

  4. 自動分割和準確量化腹部脂肪及肝臟脂肪含量的人工智慧系統的開發和驗證：整合多項磁振造影技術
    Development and validation of an artificial intelligence system for automatic segmentation and accurate quantification of abdominal fat and liver fat: A study using multiple magnetic resonance imaging technologies
    National Science and Technology Council, Taiwan
    Aug, 2026 - Jul, 2027, NT$ 4,437,000, NSTC115-2314-B-016-026-MY3
    PI: Chang WC; Co-PI: Lin C et al.

  5. 從生物標記到臨床決策：以sFlt-1/PlGF與AI建構台灣子癲前症風險預測與治療策略平台
    From Biomarkers to Clinical Decisions: An AI-Enabled sFlt-1/PlGF Risk Prediction and Management Platform for Preeclampsia in Taiwan
    National Science and Technology Council, Taiwan
    Aug, 2026 - Jul, 2027, NT$ 1,400,000, NSTC115-2314-B-016-032
    PI: Lin CK; Co-PI: Lin C et al.

  6. 以AI-ECG進行社區心血管風險分流之整體解決方案–臺南場域取證與屏東跨域擴散(1/2)
    A Holistic Solution for Community Cardiovascular Risk Triage Using AI-ECG: Evidence Collection in Tainan and Cross-Domain Dissemination in Pingtung (1/2)
    National Science and Technology Council, Taiwan
    Jul, 2026 - Jun, 2027, NT$ 8,000,000, NSTC115-2218-E-016-001
    PI: Lin SH; Co-PI: Lin C et al.; Actual role: Operational lead

  7. 人工智慧驅動之居家心電圖監測與衛生教育模式應用於心腎疾病管理：整合深度學習、檢索增強生成與多中心臨床試驗之研究(2/4)
    AI-Driven Home Electrocardiogram Monitoring and Health Education for Cardio-Renal Diseases: An Integrated Study of Deep Learning, Retrieval-Augmented Generation, and Multicenter Clinical Trials (2/4)
    National Science and Technology Council, Taiwan
    May, 2026 - Apr, 2027, NT$ 6,000,000, NSTC115-2321-B-016-003
    PI: Lin SH; Co-PI: Lin C et al.; Actual role: Operational lead

  8. 人工智慧輔助心電圖於低射血分數預測之應用：以三軍總醫院澎湖分為例
    Application of AI-Enabled ECG for Low Ejection Fraction Screening: A Penghu Branch Case Study at Tri-Service General Hospital
    Tri-Service General Hospital Penghu Branch
    Jan, 2026 - Dec, 2026, NT$ 672,500, TSGH-PH-E 115010
    PI: Hu HF; Co-PI: Lin C; Actual role: Operational lead

  9. AI-ECG心房顫動與全因死亡風險於住院與術前評估之臨床效益驗證研究(1/3)
    Clinical Validation of AI-ECG for Atrial Fibrillation and All-Cause Mortality Risk Prediction in Inpatient and Preoperative Assessment (1/3)
    Cheng Hsin General Hospital
    Jan, 2026 - Dec, 2026, NT$ 750,000, CHNDMU-115-06
    PI: Lin C; Co-PI: Lee YT

  10. 致命性心律不整即時監測穿戴式裝置人工智慧平台建置(3/3)
    Development of artificial intelligence platform for real-time monitoring of fatal arrhythmia wearable devices (3/3)
    Medical Affairs Bureau
    Jan, 2026 - Dec, 2026, NT$ 500,000, MND-MAB-C02-115011
    PI: Lin C

  11. 自主開發臨床資料查詢圖形化介面之研究資料撈取系統計畫
    The development of a research data retrieval system with a graphical interface for querying clinical data
    Tri-Service General Hospital
    Jan, 2026 - Dec, 2026, NT$ 1,500,000, TSGH-B-115025
    PI: Chen TW; Co-PI: Lin C et al.; Actual role: Operational lead

  12. 「次世代數位醫療平臺成立三大AI中心」補助計畫-AI影響性研究中心(2/2)
    "Next-Generation Digital Healthcare Platform Establishes Three AI Centers" Grant Program - Center for Clinical AI Impact Evaluation (2/2)
    Ministry of Health and Welfare, Taiwan
    Jun, 2025 - Jun, 2026, NT$ 12,500,000, MOHW114-IM-I-212-000013-9
    PI: Chen TW; Co-PI: Lin C et al.; Actual role: Scientific lead

  13. 「次世代數位醫療平臺成立三大AI中心」補助計畫-取證驗證中心(2/2)
    "Next-Generation Digital Healthcare Platform Establishes Three AI Centers" Grant Program - Center for External AI Validation in Healthcare (2/2)
    Ministry of Health and Welfare, Taiwan
    Jun, 2025 - Jun, 2026, NT$ 5,000,000, MOHW114-IM-I-212-000013-2
    PI: Chen TW; Co-PI: Lin C et al.; Actual role: Scientific lead

  14. 人工智慧驅動之居家心電圖監測與衛生教育模式應用於心腎疾病管理：整合深度學習、檢索增強生成與多中心臨床試驗之研究(1/4)
    AI-Driven Home Electrocardiogram Monitoring and Health Education for Cardio-Renal Diseases: An Integrated Study of Deep Learning, Retrieval-Augmented Generation, and Multicenter Clinical Trials (1/4)
    National Science and Technology Council, Taiwan
    May, 2025 - Apr, 2026, NT$ 7,995,000, NSTC114-2321-B-016-005
    PI: Lin SH; Co-PI: Lin C et al.; Actual role: Operational lead

  15. 人工智慧心電圖分析系統對急診病患早期檢測急性右心室功能障礙之研究
    Early detection of acute right ventricular dysfunction in emergency department using an artificial intelligence-enabled electrocardiogram interpretation system
    Tri-Service General Hospital Penghu Branch
    Jan, 2025 - Dec, 2025, NT$ 804,000, TSGH-PH-E-114013
    PI: Hu HF; Co-PI: Lin C; Actual role: Operational lead

  16. 心臟瓣膜疾病從篩檢到術後照護的全方位人工智慧系統(3/3)
    A comprehensive artificial intelligence system for heart valve disease from screening to postoperative care (3/3)
    Cheng Hsin General Hospital
    Jan, 2025 - Dec, 2025, NT$ 700,000, CHNDMC-114-01
    PI: Lin C; Co-PI: Lee YT

  17. 致命性心律不整即時監測穿戴式裝置人工智慧平台建置(2/3)
    Development of artificial intelligence platform for real-time monitoring of fatal arrhythmia wearable devices (2/3)
    Medical Affairs Bureau
    Jan, 2025 - Dec, 2025, NT$ 560,000, MND-MAB-C02-114006
    PI: Lin C

  18. 三軍總醫院人工智慧特色計畫-基礎環境建置、品質管理系統認證及模型落地輔導
    The Development of artificial intelligence in Tri-Service General Hospital: infrastructure construction, quality management system and model landing
    Tri-Service General Hospital
    Jan, 2025 - Dec, 2025, NT$ 1,750,000, TSGH-B-114026
    PI: Chen TW; Co-PI: Lin C et al.; Actual role: Operational lead

  19. 「次世代數位醫療平臺成立三大AI中心」補助計畫-AI影響性研究中心(1/2)
    "Next-Generation Digital Healthcare Platform Establishes Three AI Centers" Grant Program - Center for Clinical AI Impact Evaluation (1/2)
    Ministry of Health and Welfare, Taiwan
    Sep, 2024 - Mar, 2025, NT$ 7,500,000, MOHW113-IM-I-212-000013-19
    PI: Ko WC; Co-PI: Lin C et al.; Actual role: Scientific lead

  20. 「次世代數位醫療平臺成立三大AI中心」補助計畫-取證驗證中心(1/2)
    "Next-Generation Digital Healthcare Platform Establishes Three AI Centers" Grant Program - Center for External AI Validation in Healthcare (1/2)
    Ministry of Health and Welfare, Taiwan
    Sep, 2024 - Mar, 2025, NT$ 5,000,000, MOHW-113-IM-I-212-000013-13
    PI: Chen TW; Co-PI: Lin C et al.; Actual role: Scientific lead

  21. 以多元醫療數據平台建構人工智慧指標及疾病風險評估模型(4/4)
    The development of artificial intelligence markers and disease risk assessment model via the multi-source medical data platform (4/4)
    National Science and Technology Council, Taiwan
    May, 2024 - Apr, 2025, NT$ 8,000,000, NSTC112-2321-B-016-003
    PI: Lin SH; Co-PI: Lin C et al.; Actual role: Operational lead

  22. 回溯性分析心電圖人工智慧系統導入後對急診醫療品質的改善
    A retrospective study of the improvement of emergency medical quality after the introduction of artificial intelligence enabled electrocardiogram system
    Tri-Service General Hospital Penghu Branch
    Jan, 2024 - Dec, 2024, NT$ 850,000, TSGH-PH-E-113007
    PI: Hu HF; Co-PI: Lin C; Actual role: Operational lead

  23. 心臟瓣膜疾病從篩檢到術後照護的全方位人工智慧系統(2/3)
    A comprehensive artificial intelligence system for heart valve disease from screening to postoperative care (2/3)
    Cheng Hsin General Hospital
    Jan, 2024 - Dec, 2024, NT$ 700,000, CHNDMC-113-11205
    PI: Lin C; Co-PI: Lee YT

  24. 致命性心律不整即時監測穿戴式裝置人工智慧平台建置(1/3)
    Development of artificial intelligence platform for real-time monitoring of fatal arrhythmia wearable devices (1/3)
    Medical Affairs Bureau
    Jan, 2024 - Dec, 2024, NT$ 398,000, MND-MAB-C07-113021
    PI: Lin C

  25. 回溯性分析以心電圖人工智慧系統提供民眾心血管疾病初步篩檢報告至社區與健檢之成效
    A retrospective study to analyze the impact of the cardiovascular disease screening by artificial intelligence enabled electrocardiogram in communities and physical examination center
    Tri-Service General Hospital
    Jan, 2024 - Dec, 2024, NT$ 420,000, TSGH-E-113239
    PI: Fang WH; Co-PI: Lin C et al.

  26. 三軍總醫院人工智慧特色計畫-基礎環境建置、品質管理系統認證及模型落地輔導
    The Development of artificial intelligence in Tri-Service General Hospital: infrastructure construction, quality management system and model landing
    Tri-Service General Hospital
    Jan, 2024 - Dec, 2024, NT$ 2,134,653, TSGH-B-113019
    PI: Hung YJ; Co-PI: Lin C et al.; Actual role: Operational lead

  27. 利用多維度機器學習來預測腦傷患者的預後
    Using multidimensional machine learning to predict outcomes of brain-injured patients
    National Science and Technology Council, Taiwan
    Aug, 2023 - Jul, 2024, NT$ 1,107,000, NSTC112-2314-B-038-112
    PI: Lin MC; Co-PI: Lin C et al.

  28. 結合多媒體學習理論和提取練習強化醫學生心電圖線上學習平台：探討理論模式、應用及成效分析
    Optimization of An ECG Interpretation Skill Training Web-based Platform Constructed with Multimedia Learning Theory And Retrieval Practice: Exploring Theoretical Models, Application, and Outcome Analysis
    National Science and Technology Council, Taiwan
    Aug, 2023 - Jul, 2025, NT$ 1,609,000, NSTC112-2410-H-016-002-MY2
    PI: Lin CS; Co-PI: Lin C et al.

  29. 開發改善膽固醇代謝及動脈硬化並具肝臟保護作用的藥物新策略：細胞、動物及人體研究
    Novel strategies to revamp cholesterol metabolism and mitigate atherosclerosis with hepatoprotective effects: in vitro, in vivo and human studies
    National Science and Technology Council, Taiwan
    May, 2023 - Apr, 2024, NT$ 1,000,000, NSTC112-2314-B-016-049
    PI: Lin SH; Co-PI: Lin C et al.

  30. 以多元醫療數據平台建構人工智慧指標及疾病風險評估模型(3/4)
    The development of artificial intelligence markers and disease risk assessment model via the multi-source medical data platform (3/4)
    National Science and Technology Council, Taiwan
    May, 2023 - Apr, 2024, NT$ 7,000,000, NSTC112-2321-B-016-003
    PI: Lin SH; Co-PI: Lin C et al.; Actual role: Operational lead

  31. 心臟瓣膜疾病從篩檢到術後照護的全方位人工智慧系統(1/3)
    A comprehensive artificial intelligence system for heart valve disease from screening to postoperative care (1/3)
    Cheng Hsin General Hospital
    Jan, 2023 - Dec, 2023, NT$ 800,000, CHNDMC-112-05
    PI: Lin C; Co-PI: Lee YT

  32. 個人化心電圖人工智慧於國軍人員穿戴式裝置上之演算法研究
    Algorithm study of Personalized ECG Artificial Intelligence Model on Wearable Devices in national military
    Medical Affairs Bureau
    Jan, 2023 - Dec, 2023, NT$ 630,000, MND-MAB-C13-112050
    PI: Lin C

  33. 以多元醫療數據平台建構人工智慧指標及疾病風險評估模型(2/4)
    The development of artificial intelligence markers and disease risk assessment model via the multi-source medical data platform (2/4)
    Ministry of Science and Technology, Taiwan
    May, 2022 - Apr, 2023, NT$ 9,000,000, MOST111-2321-B-016-003
    PI: Wang CH; Co-PI: Lin C et al.; Actual role: Operational lead

  34. 以心電圖人工智慧系統作為糖尿病管理的新型工具
    Electrocardiogram-based artificial intelligence: an innovation system for diabetes management
    Cheng Hsin General Hospital
    Jan, 2022 - Dec, 2022, NT$ 500,000, CHNDMC-111-07
    PI: Lin C; Co-PI: Lee YT

  35. 三軍總醫院人工智慧特色計畫-基礎環境建置及模型落地輔導
    The Development of artificial intelligence in Tri-Service General Hospital: infrastructure construction and model landing
    Tri-Service General Hospital
    Jan, 2022 - Dec, 2022, NT$ 2,250,000, TSGH-B-111020
    PI: Ho CL; Co-PI: Lin C et al.; Actual role: Operational lead

  36. 以人工智慧輔助工具建立糖尿病照護應用
    The Application of Artificial Intelligence-Assisted Tools to Management of Diabetic Care
    Tri-Service General Hospital
    Jan, 2022 - Dec, 2022, NT$ 477,000, TSGH-E-111217
    PI: Fang WH; Co-PI: Lin C

  37. 以人工智慧模型分析嗅覺小鼠模型之氣味感知反應
    Artificial intelligence analysis of response of olfactory mice model
    Medical Affairs Bureau
    Jan, 2022 - Dec, 2022, NT$ 480,000, MND-MAB-D-111045
    PI: Lin C; Co-PI: Chen CF

  38. 結合流行病學與深度學習建構心電圖創新健康照護服務系統-對多個慢性疾病和心臟狀態異常的篩檢及病程預測
    Epidemiology and deep learning enhanced electrocardiogram innovative health care service system-Screening and progression prediction for multiple chronic diseases and abnormal cardiac states
    Ministry of Science and Technology, Taiwan
    Aug, 2021 - Jul, 2024, NT$ 4,050,000, MOST110-2314-B-016-010-MY3
    PI: Lin C; Co-PI: Lin CS, Fang WH

  39. 急性心因性猝死監測及即時判讀平台建置及驗證研究
    Development and Validation of Acute Cardiac Sudden Death Monitoring and Real-time Detection System
    National Science and Technology Development Fund Management Association, Taiwan
    Jun, 2021 - May, 2022, NT$ 1,107,000, MOST110-3111-Y-016-005
    PI: Lin C

  40. 以多元醫療數據平台建構人工智慧指標及疾病風險評估模型(1/4)
    The development of artificial intelligence markers and disease risk assessment model via the multi-source medical data platform (1/4)
    Ministry of Science and Technology, Taiwan
    May, 2021 - Apr, 2022, NT$ 7,000,000, MOST110-2321-B-016-002
    PI: Wang CH; Co-PI: Lin C et al.; Actual role: Operational lead

  41. 三軍總醫院人工智慧特色研究計畫–個人化預測模型於醫療人工智慧上之應用
    The Development of artificial intelligence in Tri-Service General Hospital: The application of personal predict model in medical artificial intelligence
    Tri-Service General Hospital
    Jan, 2021 - Dec, 2021, NT$ 2,500,000, TSGH-B-110009
    PI: Wang CH; Co-PI: Lin C et al.; Actual role: Operational lead

  42. 心臟生理年齡對於健檢世代發生心血管疾病的相關性
    The association between cardiac age and cardiovascular events in health examination cohort
    Cheng Hsin General Hospital
    Jan, 2021 - Dec, 2021, NT$ 365,000, CHNDMC-110-15
    PI: Lin C; Co-PI: Lee YT

  43. 使用氣味感測小鼠結合人工智慧分析技術打造主動式反生物戰劑偵測器(1/3)
    An active biological weapon detector based on odor sensing mice combined with artificial intelligence (1/3)
    Medical Affairs Bureau
    Jan, 2021 - Dec, 2021, NT$ 475,000, MND-MAB-110-113
    PI: Lin C; Co-PI: Chen CF

  44. 投影詞嵌入模型在入院病摘書寫人工智能輔助系統之應用
    The Application of Projection Word Embeddings on the Admission Note Writing Assistant System
    Ministry of Science and Technology, Taiwan
    Aug, 2020 - Jul, 2021, NT$ 1,120,000, MOST109-2314-B-016-021
    PI: Fang WH; Co-PI: Lin C; Actual role: Technical lead

  45. 以無監督學習強化心電圖人工智慧模型偵測罕見心肺急症之風險
    Apply unsupervised learning to enhance artificial intelligence of electrocardiogram for detecting potential cardiopulmonary injuries
    Ministry of Science and Technology, Taiwan
    Aug, 2020 - Jul, 2021, NT$ 1,000,000, MOST109-2314-B-016-026
    PI: Lin C; Co-PI: Lin CS, Fang WH

  46. 多巴胺神經傳導訊息在人工智慧治療巴金森氏症之運用利用MitoPark小鼠模式解構生物訊號
    The role of dopamine neurotransmission in Artificial Intelligence treatment of Parkinson's disease by using MitoPark mice for signal decoding
    Ministry of Science and Technology, Taiwan
    Aug, 2020 - Jul, 2022, NT$ 2,247,400, MOST109-2314-B-016-019-MY2
    PI: Chen YH; Co-PI: Lin C, Huang YK

  47. 以投影詞嵌入模型發展入院病摘書寫品質評估人工智慧系統
    Artificial Intelligence based Discharge Note Classification Model Efficacy study
    National Science and Technology Development Fund Management Association, Taiwan
    May, 2020 - Apr, 2021, NT$ 1,175,000, MOST109-3111-Y-016-002
    PI: Lin C

  48. 三軍總醫院人工智慧特色研究計畫
    The Development of artificial intelligence in Tri-Service General Hospital
    Tri-Service General Hospital
    Jan, 2020 - Dec, 2020, NT$ 2,500,000, TSGH-B-109011
    PI: Tsai CS; Co-PI: Lin C et al.; Actual role: Operational lead

  49. 投影詞嵌入模型對出院病歷摘要編碼系統準確度影響
    The effect of projection word embeddings on performance of automatic discharge note coding system
    Cheng Hsin General Hospital
    Jan, 2020 - Dec, 2020, NT$ 500,000, CHNDMC-109-19
    PI: Lin C; Co-PI: Lee YT

  50. 詞嵌入模型對自動出院病歷摘要編碼系統準確度之影響
    The effect of word embeddings on performance of automatic discharge note coding system
    Taoyuan Armed Forces General Hospital
    Jan, 2020 - Dec, 2020, NT$ 350,000, TYAFGH-D-109043
    PI: Lin C; Co-PI: Wu FR

  51. 臺北醫學大學醫療體系巨量影像資料庫建立與應用(3/3)
    Establishment and Application of Big Image Database in Taipei Medical University (3/3)
    Ministry of Science and Technology, Taiwan
    Dec, 2019 - Nov, 2020, NT$ 29,000,000, MOST108-3011-F-038-001
    PI: Chen CY; Co-PI: Lin C et al.

  52. 即時心電訊號分析創新生態系統核心演算法開發研究
    The Core Algorithm Research in Real Time Electro Cardiac Signals Analysis Innovation Ecosystem
    Ministry of Science and Technology, Taiwan
    Aug, 2019 - Jul, 2020, NT$ 1,000,000, MOST108-2314-B-016-001
    PI: Lin C; Co-PI: Lin CS, Fang WH

  53. 基於人工智慧技術之出院病歷摘要分類模型效能提升研究
    Artificial Intelligence based Discharge Note Classification Model Efficacy study
    National Science and Technology Development Fund Management Association, Taiwan
    May, 2019 - Apr, 2020, NT$ 1,098,000, MOST108-3111-Y-016-009
    PI: Lin C

  54. 臺北醫學大學醫療體系巨量影像資料庫建立與應用(2/3)
    Establishment and Application of Big Image Database in Taipei Medical University (2/3)
    Ministry of Science and Technology, Taiwan
    Dec, 2018 - Nov, 2019, NT$ 28,655,000, MOST107-2634-F-038-001
    PI: Chen CY; Co-PI: Lin C et al.