Chien Frank
希望哪位有心的博士人才看願不願意推動以下的前瞻計畫:
整合人工智慧/進階深度學習 +… 更多 可程式化數位微流道(programmable digital microfluidic) + lab on chip(LOC 實驗室晶片, digital microfluidic biochip) 來達到 automation potential drug/drug compound discovery + test + verification + validation
Idea is to discover several potential drugs and automated the whole test and verification process before animal study.
It takes an average of 12 years for a drug to travel from the research lab to the patient. In addition, only
five in 5,000, or 0.1%~10%, of the drugs that begin preclinical testing ever make it to human testing. Only one of these five is ever approved for human usage.
此系統的目標是可以砍到八年以下甚至 六年以下, 然後把10%可以進入到人體測試提高到15%甚至20%就好.
以AI/DeepLearning 為前驅,建議若干compound/drug 然後直接用Programmable Digital Microfluidic Array 做所有的 test, validation, verification before Animal study
應該也可以應用在 therapeutic antibody
