Index

_

__call__() (torchio.transforms.Transform method)

_get_six_bounds_parameters() (torchio.transforms.CropOrPad static method)

A

add_batch() (torchio.data.GridAggregator method) add_image() (torchio.Subject method) AdrenalMNIST3D (class in torchio.datasets.medmnist) affine (torchio.Image property)

AorticValve (class in torchio.datasets.itk_snap) apply_inverse_transform() (torchio.Subject method) as_pil() (torchio.Image method) as_sitk() (torchio.Image method) axis_name_to_index() (torchio.Image method)

B

BITE3 (class in torchio.datasets.bite) BLACKMAN (torchio.transforms.interpolation.Interpolation attribute)

bounds (torchio.Image property) BrainTumor (class in torchio.datasets.itk_snap) BSPLINE (torchio.transforms.interpolation.Interpolation attribute)

C

check_consistent_attribute() (torchio.Subject method) Clamp (class in torchio.transforms) Colin27 (class in torchio.datasets.mni) Compose (class in torchio.transforms) Contour (class in torchio.transforms)

CopyAffine (class in torchio.transforms) COSINE (torchio.transforms.interpolation.Interpolation attribute) Crop (class in torchio.transforms) CropOrPad (class in torchio.transforms) CUBIC (torchio.transforms.interpolation.Interpolation attribute)

D

data (torchio.Image property)

dry_iter() (torchio.data.SubjectsDataset method)

E

EnsureShapeMultiple (class in torchio.transforms)

EPISURG (class in torchio.datasets.episurg)

F

flip_axis() (torchio.Image static method) FPG (class in torchio.datasets.fpg)

FractureMNIST3D (class in torchio.datasets.medmnist) from_batch() (torchio.data.SubjectsDataset class method) from_sitk() (torchio.Image class method)

G

GAUSSIAN (torchio.transforms.interpolation.Interpolation attribute) get_bounds() (torchio.Image method) get_center() (torchio.Image method) get_inverse_transform() (torchio.Subject method) get_labeled() (torchio.datasets.episurg.EPISURG method) get_max_memory() (torchio.data.Queue method)

get_max_memory_pretty() (torchio.data.Queue method) get_output_tensor() (torchio.data.GridAggregator method) get_paired() (torchio.datasets.episurg.EPISURG method) get_unlabeled() (torchio.datasets.episurg.EPISURG method) GridAggregator (class in torchio.data) GridSampler (class in torchio.data)

H

HAMMING (torchio.transforms.interpolation.Interpolation attribute)

height (torchio.Image property) HistogramStandardization (class in torchio.transforms)

I

ICBM2009CNonlinearSymmetric (class in torchio.datasets.mni) Image (class in torchio) Interpolation (class in torchio.transforms.interpolation)

itemsize (torchio.Image property) IXI (class in torchio.datasets.ixi) IXITiny (class in torchio.datasets.ixi)

K

KeepLargestComponent (class in torchio.transforms)

L

LABEL_GAUSSIAN (torchio.transforms.interpolation.Interpolation attribute) LabelMap (class in torchio) LabelSampler (class in torchio.data) Lambda (class in torchio.transforms)

LANCZOS (torchio.transforms.interpolation.Interpolation attribute) LINEAR (torchio.transforms.interpolation.Interpolation attribute) load() (torchio.Image method) (torchio.Subject method)

M

Mask (class in torchio.transforms) memory (torchio.Image property) module torchio.datasets.itk_snap torchio.datasets.ixi torchio.datasets.mni torchio.datasets.slicer

N

NEAREST (torchio.transforms.interpolation.Interpolation attribute) NoduleMNIST3D (class in torchio.datasets.medmnist)

NormalizationTransform (class in torchio.transforms.preprocessing.intensity) num_channels (torchio.Image property) numpy() (torchio.Image method)

O

OneHot (class in torchio.transforms) OneOf (class in torchio.transforms)

OrganMNIST3D (class in torchio.datasets.medmnist) orientation (torchio.Image property) origin (torchio.Image property)

P

Pad (class in torchio.transforms) PatchSampler (class in torchio.data)

Pediatric (class in torchio.datasets.mni) plot() (torchio.Image method) (torchio.Subject method)

Q

Queue (class in torchio.data)

R

RandomAffine (class in torchio.transforms) RandomAnisotropy (class in torchio.transforms) RandomBiasField (class in torchio.transforms) RandomBlur (class in torchio.transforms) RandomElasticDeformation (class in torchio.transforms) RandomFlip (class in torchio.transforms) RandomGamma (class in torchio.transforms) RandomGhosting (class in torchio.transforms) RandomLabelsToImage (class in torchio.transforms) RandomMotion (class in torchio.transforms) RandomNoise (class in torchio.transforms)

RandomSpike (class in torchio.transforms) RandomSwap (class in torchio.transforms) RandomTransform (class in torchio.transforms.augmentation) RemapLabels (class in torchio.transforms) remove_image() (torchio.Subject method) RemoveLabels (class in torchio.transforms) Resample (class in torchio.transforms) RescaleIntensity (class in torchio.transforms) Resize (class in torchio.transforms) RSNACervicalSpineFracture (class in torchio.datasets.rsna_spine_fracture) RSNAMICCAI (class in torchio.datasets.rsna_miccai)

S

save() (torchio.Image method) ScalarImage (class in torchio) SequentialLabels (class in torchio.transforms) set_data() (torchio.Image method) set_transform() (torchio.data.SubjectsDataset method) shape (torchio.Image property) (torchio.Subject property) Sheep (class in torchio.datasets.mni)

show() (torchio.Image method) Slicer (class in torchio.datasets.slicer) spacing (torchio.Image property) (torchio.Subject property) spatial_shape (torchio.Image property) (torchio.Subject property) Subject (class in torchio) SubjectsDataset (class in torchio.data) SynapseMNIST3D (class in torchio.datasets.medmnist)

T

T1T2 (class in torchio.datasets.itk_snap) tensor (torchio.Image property) to_gif() (torchio.Image method) ToCanonical (class in torchio.transforms) torchio.datasets.itk_snap module torchio.datasets.ixi module

torchio.datasets.mni module torchio.datasets.slicer module train() (torchio.transforms.HistogramStandardization class method) Transform (class in torchio.transforms)

U

UniformSampler (class in torchio.data)

unload() (torchio.Image method) (torchio.Subject method)

V

VesselMNIST3D (class in torchio.datasets.medmnist)

W

WeightedSampler (class in torchio.data)

WELCH (torchio.transforms.interpolation.Interpolation attribute) width (torchio.Image property)

Z

ZNormalization (class in torchio.transforms)