Discussions

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  tio.HistogramStandardization.train() divide by zero RuntimeError

  GDSALex asked May 5, 2024 in Q&A · Unanswered

  

  

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  Patch and Queue based training: how is step per epoch calculated

  Paddy-Xu asked Dec 10, 2022 in Q&A · Unanswered

  

  

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  Using multiple samplers

  mikhael-cutajar asked Aug 30, 2022 in Q&A · Closed · Unanswered

  

  

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  High memory consumption upon instantiation of DataLoader with GridSampler

  nicoloesch asked Jun 1, 2022 in Q&A · Answered

  

  

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  Is there a way to perform an inverse transformation on data that is not in tio format?

  Bigsealion asked May 1, 2024 in Q&A · Answered

  

  

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  performing (the same) transform to all submaps in one subject, and storing them

  madssakre asked May 2, 2024 in Q&A · Answered

  

  

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  visualizing multi_class after doing one-hot in preprocessing

  Nastii22 asked Apr 17, 2024 in Q&A · Closed · Unanswered

  

  

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  How to get affine or transformation field that has been performed?

  kvczx asked Feb 25, 2024 in Q&A · Unanswered

  

  

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  Xarray as input

  MartinSJRogers asked Apr 9, 2024 in Q&A · Unanswered

  

  

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  dataset class loader

  EvelyneCalista asked Mar 25, 2024 in Q&A · Unanswered

  

  

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  Resampled Image Gives Unexpected Shape

  slefcourt27 asked Feb 13, 2024 in Q&A · Closed · Answered

  

  

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  Queue with different samples_per_volume for each volume

  jmlipman asked Jul 13, 2021 in Q&A · Unanswered

  

  

  

  

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  Why ToCanonical is not invertible ?

  lchauvin asked Jan 24, 2024 in Q&A · Unanswered

  

  

  

  

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  preprocessing and crop or pad

  EvelyneCalista started Nov 28, 2023 in General

  

  

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  TorchIo to train large 2D images .

  zirid started Oct 10, 2023 in General

  

  

  

  

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  Transform to MNI space - Visualization

  stavrizinonos asked Jun 25, 2021 in Q&A · Answered

  

  

  

  

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  Distributed Learning with Queue and pytorch-lightning

  nicoloesch asked Jun 28, 2023 in Q&A · Unanswered

  

  

  

  

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  FileNotFoundError: File not found: "data" pytorch_lightning trainer

  Muhammad-Raza156 asked May 23, 2023 in Q&A · Unanswered

  

  

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  Interpolation of Resample class

  kodohoi asked May 26, 2023 in Q&A · Answered

  

  

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  Reproducibility of the transformation

  maeinss started Jun 7, 2023 in General

  

  

  

  

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  Reading in patches from file directly

  Jarartur asked Jun 2, 2023 in Q&A · Unanswered

  

  

  

  

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  Image loading and requirement for transpose()

  nicoloesch asked Jun 1, 2023 in Q&A · Answered

  

  

  

  

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  Apply non-random affine

  Constantin-Jehn asked May 5, 2022 in Q&A · Answered

  

  

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  patchwise train, val & test split (single subject available)

  MirenLurBarquin asked May 11, 2023 in Q&A · Unanswered

  

  

  

  

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  Calssification

  kodohoi asked May 10, 2023 in Q&A · Answered

  

  

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