公开(公告)号：US20210182674A1

公开(公告)日：2021-06-17

申请号：US17118817

申请日：2020-12-11

申请人： Siemens Healthcare GmbH

发明人： Axel Avedis Petit ,  Guillaume Chabin ,  Eli Gibson ,  Sasa Grbic ,  Dorin Comaniciu

IPC分类号： G06N3/08 ,  G06K9/62 ,  G06F8/60

摘要： Systems and methods for automatically training a machine learning based model are provided. A trigger for automatically training a machine learning based model is received. In response to receiving the trigger, a preprocessing manager for executing preprocessing code for preprocessing training data is automatically invoked. A training manager for executing training code for training the machine learning based model based on the preprocessed training data is automatically invoked. A deployment manager for executing deployment code for converting the trained machine learning based model to a production model is automatically invoked. The production model is output.