MIR.models.configs_TransMorph

Configuration presets for TransMorph models.

Functions

get_3DTransMorph3Lvl_config()

Return TransMorph 3-level config.

get_3DTransMorphAutoPET3Lvl_config()

Return TransMorph 3-level config for AutoPET settings.

get_3DTransMorphDWin3Lvl_config()

Return TransMorph 3-level config with dual-window attention.

get_3DTransMorphLarge_config()

A Large TransMorph Network

get_3DTransMorphLrn_config()

TransMorph with Learnable Positional Embedding

get_3DTransMorphNoConvSkip_config()

No skip connections from convolution layers

get_3DTransMorphNoRelativePosEmbd_config()

Return TransMorph config without relative positional embeddings.

get_3DTransMorphNoSkip_config()

No skip connections

get_3DTransMorphNoTransSkip_config()

No skip connections from Transformer blocks

get_3DTransMorphRelativePosEmbdSimple_config()

get_3DTransMorphSin_config()

Return TransMorph config with sinusoidal positional embeddings.

get_3DTransMorphSmall_config()

A Small TransMorph Network

get_3DTransMorphTiny_config()

A Tiny TransMorph Network

get_3DTransMorph_config()

Return base TransMorph 4-level config.