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squeeze_and_excitation
PyTorch Implementation of 2D and 3D 'squeeze and excitation' blocks for Fully Convolutional Neural NetworksquickNAT_pytorch
PyTorch Implementation of QuickNAT and Bayesian QuickNAT, a fast brain MRI segmentation framework with segmentation Quality control using structure-wise uncertaintyStablePose
Official Pytorch Implementation of Paper - Stable-Pose: Leveraging Transformers for Pose-Guided Text-to-Image Generation - NeurIPS 2024relaynet_pytorch
Pytorch Implementation of retinal OCT Layer Segmentation (with trained models)Vox2Cortex
QuickNATv2
Fast Whole Brain Segmentation (Layers, codes and Pre-trained Models)DAFT
Dynamic Affine Feature Map Transformnn-common-modules
Pytorch Implementations of Common modules, blocks and losses for CNNs specifically for segmentation modelsPANIC
Prototypical Additive Neural Network for Interpretable Classificationalmgig
Adversarial Learned Molecular Graph Inference and Generationcausal-effects-in-alzheimers-continuum
Code for the paper "Identification of causal effects of neuroanatomy on cognitive decline requires modeling unobserved confounders"PASTA
Official pytorch implementation of Paper - 🍝 PASTA: Pathology-Aware MRI to PET Cross-modal Translation with Diffusion Models - MICCAI 2024AbdomenNet
DeepNAT
Caffe implementation of DeepNAT for brain segmentationHALOS
abcd_study
SVEHNN
Scalable, Axiomatic Explanations of Deep Alzheimer's Diagnosis from Heterogeneous Data (SVEHNN)TripletTraining
Official PyTorch Implementation for From Barlow Twins to Triplet Training: Differentiating Dementia with Limited Data - MIDL 2024KeepTheFaith
MAS-LR
Pytorch Implementation of MAS-LR, a Continual Learning approach for importance driven incremental domain learning. https://arxiv.org/abs/2005.00079point_recalibration
STRUDEL
geomdl_anatomical_mesh
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