The Application of Matrix Assisted Laser Desorption/Ionization Time-Of-Flight Mass Spectrometry (Maldi-Tof Ms) and Machine Learning in the Rapid and Correct Identification of Dermatophytes( II )

Project: National Science and Technology Council › National Science and Technology Council Academic Grants

Project Details

Abstract

皮癬菌症是重要的皮膚真菌感染疾病，其高盛行率造成醫療支出的沈重負擔，而正確的菌種鑑定是治療和防治此病的基礎。本研究將使用基質輔助雷射脫附游離飛行時間質譜技術，透過建立內部資庫及使機器學習優化鑑定流程，進行皮癬菌的菌種鑑定。此計劃完成後，預期將可大量縮短檢定所需的時間並降低檢驗費用，使病人能夠及早得到適當的治療。

Project IDs

Project ID:PC11208-0064
External Project ID:NSTC112-2314-B182-006
StatusFinished
Effective start/end date01/08/23 → 31/07/24

Keywords

  • dermatophyte
  • identification
  • Matrix Assisted Laser Desorption/Ionization Time-of-Flight Mass Spectrometry (MALDI-TOF MS)
  • machine learning

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