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segmentation-guided-diffusion mazurowski-lab

5

108

other

3

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

ddpm diffusers miccai2024 diffusion-models semantic-synthesis conditional-diffusion

Created 2024-01-31

56 commits to main branch, last one about a month ago

BrLP LemuelPuglisi

5

36

mit

4

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

miccai miccai2024 longitudinal medical-imaging diffusion-models image-generation medical-image-analysis spatiotemporal-modeling disease-progression-model

Created 2024-05-06

21 commits to main branch, last one 20 days ago

DIF-Gaussian xmed-lab

3

34

unknown

1

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

nerf miccai2024 reconstruction gaussian-splatting computed-tomography implicit-neural-representation

Created 2024-06-27

4 commits to main branch, last one 4 months ago

CUTS ChenLiu-1996

2

32

other

2

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

miccai python pytorch miccai2024 multiscale miccai-2024 deep-learning medical-imaging image-segmentation semantic-segmentation unsupervised-learning multiscale-segmentation self-supervised-learning unsupervised-segmentation medical-image-segmentation unsupervised-deep-learning

Created 2022-09-29

248 commits to main branch, last one 29 days ago

Mammo-CLIP batmanlab

9

30

cc-by-4.0

5

Official Pytorch implementation of MICCAI 2024 paper (early accept, top 11%) Mammo-CLIP: A Vision Language Foundation Model to Enhance Data Efficiency and Robustness in Mammography

clip rsna vindr miccai mammogram retinanet mammo-clip miccai2024 multimodal efficientnet efficient-net rsna-breast-cancer vision-and-language breast-cancer-detection breast-cancer-classification

Created 2024-05-14

132 commits to main branch, last one 8 days ago