Issues

• Standardize and Normalize compute statistics from the first sample only and apply them to the whole batch

  TorchIO-project/torchio#1517 · Filter by author SID-6921 opened on Sep 27, 2026

• Normalize silently ignores in_min or in_max when only one is provided

  TorchIO-project/torchio#1509 · Filter by author Sal-sal-sal opened on Sep 5, 2026

• Support loading raw binary image files

  enhancement
  TorchIO-project/torchio#1506 · Filter by author Nepelius opened on Aug 5, 2026

• Reverse order in the RandomAffineElasticDeformation application

  TorchIO-project/torchio#1491 · Filter by author Mathlab99 opened on Jul 6, 2026

• Move SynthSeg-like GMM sampling to LUT

  TorchIO-project/torchio#1486 · Filter by author vcasellesb opened on Jun 24, 2026
  4

• Some transforms (e.g., Crop, Pad, CropOrPad) not compatible with custom Image subclasses with different constructors

  TorchIO-project/torchio#1391 · Filter by author tcollins-hub opened on Nov 26, 2025
  4

• Anatomical landmark augmentation

  enhancement
  TorchIO-project/torchio#1274 · Filter by author clarkbab opened on Mar 12, 2025
  3

• Update a Subject's affine matrix during RandomAffine transformation

  enhancement
  TorchIO-project/torchio#1267 · Filter by author Jesse-Phitidis opened on Feb 5, 2025
  2

• Unnecessary warning when using TorchIO inside Dataset __getitem__ without returning Subject objects

  bug
  TorchIO-project/torchio#1247 · Filter by author acqxi opened on Dec 5, 2024
  3

• Add CropOrPadAtCenter transform class

  enhancement
  TorchIO-project/torchio#1233 · Filter by author themantalope opened on Nov 5, 2024
  6

• Consider using tensordict as underlying structure for subjects

  enhancementquestion
  TorchIO-project/torchio#1216 · Filter by author fzimmermann89 opened on Sep 28, 2024
  3

• Setting NUM_SAMPLES when using sampler with Queue

  enhancement
  TorchIO-project/torchio#1108 · Filter by author nicoloesch opened on Sep 20, 2023
  3

• Feature proposal: TorchIO hub - A system to store and fetch transform objects for reproducibility

  enhancement
  TorchIO-project/torchio#972 · Filter by author tomvars opened on Sep 28, 2022
  6

• Parallel histogram_standalization.train

  enhancement
  TorchIO-project/torchio#970 · Filter by author hsyang1222 opened on Sep 22, 2022
  1

• Complete label sampler

  enhancement
  TorchIO-project/torchio#948 · Filter by author themantalope opened on Aug 17, 2022
  3

• Inconsistency in euleur affine parametrisation between Affine and Motion transform

  TorchIO-project/torchio#812 · Filter by author romainVala opened on Feb 2, 2022
  2

• Allow controlling intensity of RandomMotion transform

  enhancement
  TorchIO-project/torchio#765 · Filter by author dzenanz opened on Dec 1, 2021
  16

• RandomAffine and RandomElasticDeformation on differently sized and oriented images

  enhancement
  TorchIO-project/torchio#734 · Filter by author Spenhouet opened on Nov 10, 2021
  12

• improving RandomAnisotropy

  enhancement
  TorchIO-project/torchio#644 · Filter by author romainVala opened on Sep 2, 2021

• Adding Surface support

  enhancement
  TorchIO-project/torchio#537 · Filter by author romainVala opened on May 17, 2021
  2

• Documentation for masking method using bounds is missing

  documentation
  TorchIO-project/torchio#528 · Filter by author fepegar opened on May 11, 2021

• Add remap labels kwarg to RandomFlip

  augmentationenhancementpreprocessing
  TorchIO-project/torchio#409 · Filter by author fepegar opened on Jan 1, 2021
  6

• Rethinking the Queue class to get full GPU utilization

  enhancement
  TorchIO-project/torchio#393 · Filter by author dmus opened on Dec 22, 2020
  20

• Use keyword-only arguments

  devenhancement
  TorchIO-project/torchio#303 · Filter by author fepegar opened on Sep 17, 2020
  2

• Add docs about creating a custom transform

  documentation
  TorchIO-project/torchio#276 · Filter by author fepegar opened on Aug 18, 2020