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Topic: "miccai2024"

mazurowski-lab/segmentation-guided-diffusion

[MICCAI 2024] Easy diffusion models (optionally with segmentation guidance) for medical images and beyond.

Language: Python - Size: 4.28 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 167 - Forks: 12

LemuelPuglisi/BrLP

[MICCAI'2024, Oral] Official implementation of the Brain Latent Progression (BrLP) method from "Enhancing Spatiotemporal Disease Progression Models via Latent Diffusion and Prior Knowledge"

Language: Python - Size: 1.51 MB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 76 - Forks: 6

batmanlab/Mammo-CLIP

[MICCAI 2024, top 11%] Official Pytorch implementation of Mammo-CLIP: A Vision Language Foundation Model to Enhance Data Efficiency and Robustness in Mammography

Language: Python - Size: 2.96 MB - Last synced at: about 1 month ago - Pushed at: 2 months ago - Stars: 63 - Forks: 20

xmed-lab/DIF-Gaussian

MICCAI 2024: Learning 3D Gaussians for Extremely Sparse-View Cone-Beam CT Reconstruction

Language: Python - Size: 17.6 KB - Last synced at: 5 months ago - Pushed at: 5 months ago - Stars: 47 - Forks: 4

ChenLiu-1996/CUTS

[MICCAI 2024] CUTS: A Deep Learning and Topological Framework for Multigranular Unsupervised Medical Image Segmentation

Language: Python - Size: 56.2 MB - Last synced at: 12 days ago - Pushed at: about 2 months ago - Stars: 38 - Forks: 2

Hejrati/cDAL

Conditional diffusion model with spatial attention and latent embedding for medical image segmentation

Language: Python - Size: 156 KB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 31 - Forks: 3

Scatteredrain/SALI

[MICCAI 2024 Oral] SALI: Short-term Alignment and Long-term Interaction Network for Colonoscopy Video Polyp Segmentation

Language: Python - Size: 73.1 MB - Last synced at: 7 months ago - Pushed at: 7 months ago - Stars: 30 - Forks: 0

ShuchangYe-bib/SGSeg

[MICCAI 2024] Official code for "SGSeg: Enabling Text-free Inference in Language-guided Segmentation of Chest X-rays via Self-guidance" (Simplified Version)

Language: Python - Size: 205 MB - Last synced at: 12 days ago - Pushed at: 12 days ago - Stars: 20 - Forks: 3

hding2455/CaRTS

Official Released code for Challenge SegSTRONG-C: Segmenting Surgical Tools Robustly On Non-adversarial Generated Corruptions

Language: Python - Size: 19.8 MB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 18 - Forks: 3

peirong26/PEPSI

[MICCAI 2024] PEPSI: Pathology-Enhanced Pulse-Sequence-Invariant Representations for Brain MRI

Language: Python - Size: 1.21 MB - Last synced at: 5 months ago - Pushed at: 5 months ago - Stars: 11 - Forks: 1

sinAshish/TreeDiffusion

[MICCAI 2024] TrIND: Representing Anatomical Trees by Denoising Diffusion of Implicit Neural Fields

Language: Python - Size: 27.1 MB - Last synced at: 3 days ago - Pushed at: about 1 year ago - Stars: 5 - Forks: 0

gianlucarloni/crocodile

Carloni, G., Tsaftaris, S. A., & Colantonio, S. (2024). CROCODILE: Causality aids RObustness via COntrastive DIsentangled LEarning @ MICCAI 2024 UNSURE Workshop

Language: Python - Size: 1.04 MB - Last synced at: 11 months ago - Pushed at: 11 months ago - Stars: 3 - Forks: 1

brainpolislab/E-KAN

E-KAN algorithm official repo with material to reproduce the experiments

Language: Python - Size: 2.12 MB - Last synced at: 5 months ago - Pushed at: 6 months ago - Stars: 2 - Forks: 0

CVPR-KIT/SAM-Guided-Enhanced-Nuclei-Segmentation

Official Implemenation paper published at MICCAI 2024

Language: Jupyter Notebook - Size: 17.1 MB - Last synced at: 9 months ago - Pushed at: 9 months ago - Stars: 2 - Forks: 0

sfu-mial/TreeDiffusion

Official Code for "Representing Anatomical Trees by Denoising Diffusion of Implicit Neural Fields"

Language: Python - Size: 35.5 MB - Last synced at: 3 days ago - Pushed at: about 1 year ago - Stars: 2 - Forks: 0

xmed-lab/SdAOF

MICCAI 2024: Spatial-Division Augmented Occupancy Field for Bone Shape Reconstruction from Biplanar X-Rays

Language: Python - Size: 1.04 MB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 1 - Forks: 0

GeorgeBatch/LC25000-clean

[MICCAI'24 DEMI workshop] Evaluating Histopathology Foundation Models for Few-shot Tissue Clustering: an Application to LC25000 Augmented Dataset Cleaning

Language: Jupyter Notebook - Size: 3.78 MB - Last synced at: 9 months ago - Pushed at: 9 months ago - Stars: 1 - Forks: 0

EmreTaha/TC-time_equivariant_disease_progression

TC (MICCAI 2024) official code

Language: Python - Size: 521 KB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 1 - Forks: 0

MWod/BraTS-Path-2024

Contribution to the BraTS-Path 2024 Challenge

Language: Python - Size: 6.84 KB - Last synced at: 9 months ago - Pushed at: 9 months ago - Stars: 0 - Forks: 0

Related Topics
miccai 7 diffusion-models 5 medical-imaging 3 implicit-neural-representation 3 vasculature 2 vessel-segmentation 2 reconstruction 2 medical-image-analysis 2 deep-learning 2 image-segmentation 2 representation-learning 2 contrastive-learning 2 conditional-diffusion 1 ddpm 1 histopathology 1 diffusers 1 semantic-synthesis 1 colonoscopy 1 glioblastoma 1 long-and-short-term-modeling 1 brats-path 1 brats-challenge 1 pathology-segmentation 1 pathology 1 mri 1 foundation-models 1 data-generation 1 brain 1 sam 1 nuclei-segmentation 1 anatomical-shape-analysis 1 vision-and-language 1 vindr 1 psychiatry 1 pronia 1 neuroimaging 1 machine-learning 1 kolmogorov-arnold-networks 1 ensamble-model 1 nerf 1 gaussian-splatting 1 computed-tomography 1 orthopaedics 1 segmentation 1 multi-modal 1 lung 1 evaluation 1 digital-pathology 1 demi2024 1 dataset 1 computer-vision 1 computational-pathology 1 colon 1 clustering 1 cancer 1 benchmark 1 video-polyp-segmentation 1 multiscale 1 miccai-2024 1 medical-image-segmentation 1 spatiotemporal-modeling 1 longitudinal 1 image-generation 1 disease-progression-model 1 brain-latent-progression 1 unsure 1 spurious-correlations 1 out-of-distribution 1 invariant-features 1 inject-prior-knowledge 1 fairness 1 domain-shift 1 domain-generalization 1 disentangled-representations 1 chest-xray-images 1 causality 1 oct 1 equivariant-representations 1 disease-progression 1 endovis 1 rsna-breast-cancer 1 rsna 1 retinanet 1 multimodal 1 mammogram 1 mammo-clip 1 efficientnet 1 efficient-net 1 clip 1 breast-cancer-detection 1 breast-cancer-classification 1 tree-structure 1 occupancy-modeling 1 neural-fields 1 implicit-surfaces 1 unsupervised-segmentation 1 unsupervised-learning 1 unsupervised-deep-learning 1 semantic-segmentation 1 self-supervised-learning 1