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loadnifti transform and common dataset #144

@Nic-Ma

Description

@Nic-Ma

Is your feature request related to a problem? Please describe.

  1. Now we only have a NiftiDataset which is not compatible with all kinds of tasks.
  2. The "load_nifti" can be a transform instead of a special function for unified usage.

Describe the solution you'd like

  1. Develop array level and dict level transforms for "load_nifti" feature.
  2. Develop a common Dataset for a list of training data in dict format.
  3. Develop a 3D medical image segmentation example based on above solution.

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