Holger Roth

Compute federated data statistics

1

**Is your feature request related to a problem? Please describe.** Allow the computation of summary data statistics at each client. **Describe the solution you'd like** - Add a function to...

Add option to set determinism with bundle configs

8

**Is your feature request related to a problem? Please describe.** There should be a configuration option to enable deterministic training with monai bundle. Currently, a user has to add python...

https://github.com/Project-MONAI/research-contributions/blob/171aeaa345f56d588939923c8bbd0fa7c971df88/auto3dseg/algorithm_templates/dints/scripts/search.py#L152 A collaborator ran into this issue only after one full training (several hundred epochs). The length of validation set should be checked earlier to surface this misconfiguration error before...

Add self-supervised pre-training bundle

1

**Is your feature request related to a problem? Please describe.** There is growing interest in self-supervised pertaining. MONAI already supports this task in the tutorials https://github.com/Project-MONAI/tutorials/tree/main/self_supervised_pretraining It would be great...