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Table 2 Comparison of the training of treatment planning and typical DL networks

From: Applying pytorch toolkit to plan optimization for circular cone based robotic radiotherapy

  Typical DL Treatment planning
Train and test process Train and test on different datasets, separately Train (optimize) for each patient without testing process
Input data of training iteration Mini-batch of training dataset All data of one patient
Desired results Network Neuron weight