DATA MANAGEMENT SYSTEM IN DRUG DEVELOPMENT PROCESS, AND USE METHOD THEREFOR
A data management system in drug development process, and a use method therefor, comprising: a user module, a development pipeline management module, a virtual filter module, an AI model management module, a visualization module, and an analysis module. The development pipeline management module sep...
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| creator | YUAN, Jiuchuang MA, Jian LAI, Lipeng LIU, Yang WEN, Shuhao CHEN, Yongpan |
| description | A data management system in drug development process, and a use method therefor, comprising: a user module, a development pipeline management module, a virtual filter module, an AI model management module, a visualization module, and an analysis module. The development pipeline management module separates data of each of a plurality of development pipelines. A preset virtual filter method and a conformation generator are integrated into the virtual filter module. An AI pharmaceutical molecule generation model is integrated into the AI model management module, and AI model training and utilization functions are provided in same. The visualization module represents a data set of each molecule as a circle. The analysis module is used to analyze and record a filter result from the virtual filter module. The method is able to batch filter molecules of approximately an order of magnitude of one million by means of various modeling methods, thus still being able to ensure development efficiency under a condition of |
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| subjects | INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTEDFOR SPECIFIC APPLICATION FIELDS PHYSICS |
| title | DATA MANAGEMENT SYSTEM IN DRUG DEVELOPMENT PROCESS, AND USE METHOD THEREFOR |
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