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Feature/254 sp15 item12 create nifti dataloader for loading medical images

Closes #254 (closed)

Changelog

  • Unit testing added (including synthetic data generation).
  • Lenght property of the dataset adjusts depending on the available information.
  • Compatible with Dataloaders. Returns a dict of dict being the first the data source data, target, demographics and the other the modalities within each e.g. T1, T2, label, AGE, CENTER_NAME.
  • Multi-format support for demographics file (tabular_file): CSV, TSV, Excel.

Todo for #290 (closed)

  • Add necessary attributes, properties, and methods for GUI.
  • Adjust the model gathered by @sayed so data can be extracted in a compatible manner at each training_step.
  • Finishing refactoring by @mvesin

Extensions:

  • Create class called BIDSBase where BIDS folder structure and reference verification operations are provided
  • BIDSDataset inherits BIDSBase
  • Create BIDSController that inherits BIDSBase. This class is used for dataset deployment actions.
Edited by CANSIZ Sergen

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