[MICCAI 2024] Easy diffusion models (optionally with segmentation guidance) for medical images and beyond.
-
Updated
Oct 2, 2024 - Python
#
miccai2024
Here are 22 public repositories matching this topic...
MICCAI 2024: Learning 3D Gaussians for Extremely Sparse-View Cone-Beam CT Reconstruction
reconstruction
nerf
computed-tomography
implicit-neural-representation
gaussian-splatting
miccai2024
-
Updated
Jul 2, 2024 - Python
[MICCAI'2024, Oral] Official implementation of BrLP method from "Enhancing Spatiotemporal Disease Progression Models via Latent Diffusion and Prior Knowledge"
medical-imaging
image-generation
miccai
medical-image-analysis
longitudinal
diffusion-models
disease-progression-model
spatiotemporal-modeling
miccai2024
-
Updated
Nov 19, 2024 - Python
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
miccai
mammogram
rsna
retinanet
multimodal
vision-and-language
breast-cancer-classification
breast-cancer-detection
efficientnet
efficient-net
vindr
miccai2024
rsna-breast-cancer
mammo-clip
-
Updated
Nov 8, 2024 - Python
[MICCAI 2024] CUTS: A Deep Learning and Topological Framework for Multigranular Unsupervised Medical Image Segmentation
python
deep-learning
pytorch
medical-imaging
image-segmentation
unsupervised-learning
multiscale
semantic-segmentation
miccai
medical-image-segmentation
self-supervised-learning
unsupervised-deep-learning
unsupervised-segmentation
multiscale-segmentation
miccai2024
miccai-2024
-
Updated
Oct 8, 2024 - Python
[MICCAI 2024] SALI: Short-term Alignment and Long-term Interaction Network for Colonoscopy Video Polyp Segmentation
-
Updated
Jun 28, 2024 - Python
Official code for "SGSeg: Enabling Text-free Inference in Language-guided Segmentation of Chest X-rays via Self-guidance" MICCAI 2024 (Simplified Version)
-
Updated
Oct 18, 2024 - Python
Official Released code for Challenge SegSTRONG-C: Segmenting Surgical Tools Robustly On Non-adversarial Generated Corruptions
-
Updated
Aug 15, 2024 - Python
A collection of papers published in MICCAI 2024 with their code.
awesome
ai
detection
image-processing
prediction
artificial-intelligence
medical
medical-imaging
awesome-list
segmentation
mri-images
reconstruction
brain
miccai
cardiovascular
classfication
medical-image-segmentation
medicalimaging
medical-image-classification
miccai2024
-
Updated
Oct 11, 2024
[MICCAI 2024] PEPSI: Pathology-Enhanced Pulse-Sequence-Invariant Representations for Brain MRI
mri
data-generation
representation-learning
brain
miccai
pathology
foundation-models
pathology-segmentation
miccai2024
-
Updated
Jul 22, 2024 - Python
Conditional diffusion model with spatial attention and latent embedding for medical image segmentation
-
Updated
Jul 8, 2024 - Python
Carloni, G., Tsaftaris, S. A., & Colantonio, S. (2024). CROCODILE: Causality aids RObustness via COntrastive DIsentangled LEarning @ MICCAI 2024 UNSURE Workshop
medical-imaging
spurious-correlations
chest-xray-images
causality
fairness
miccai
invariant-features
disentangled-representations
unsure
out-of-distribution
domain-generalization
crocodile
contrastive-learning
domain-shift
miccai2024
inject-prior-knowledge
-
Updated
Oct 15, 2024 - Python
MICCAI 2024 Oral: Vision-Language Open-Set Detectors for Bone Fenestration and Dehiscence Detection from Intraoral Images
object-detection
teeth
vision-language
object-detector
open-set-object-detection
vision-language-pretraining
miccai2024
-
Updated
Jul 30, 2024 - Python
Official Implemenation paper published at MICCAI 2024
-
Updated
Oct 16, 2024 - Jupyter Notebook
[MICCAI 2024] TrIND: Representing Anatomical Trees by Denoising Diffusion of Implicit Neural Fields
vessel-segmentation
miccai
diffusion-models
vasculature
implicit-neural-representation
anatomical-shape-analysis
miccai2024
-
Updated
Jun 18, 2024 - Python
Official Code for "Representing Anatomical Trees by Denoising Diffusion of Implicit Neural Fields"
tree-structure
vessel-segmentation
occupancy-modeling
neural-fields
implicit-surfaces
diffusion-models
vasculature
implicit-neural-representation
miccai2024
-
Updated
Jul 4, 2024 - Python
E-KAN algorithm official repo with material to reproduce the experiments
machine-learning
neuroimaging
psychiatry
pronia
ensamble-model
kolmogorov-arnold-networks
miccai2024
-
Updated
Aug 2, 2024 - Python
[MICCAI'24 DEMI Workshop - Best Paper Award] Evaluating Histopathology Foundation Models for Few-shot Tissue Clustering: an Application to LC25000 Augmented Dataset Cleaning
benchmark
computer-vision
cancer
clustering
evaluation
dataset
digital-pathology
lung
colon
computational-pathology
miccai2024
demi2024
-
Updated
Oct 25, 2024 - Jupyter Notebook
Contribution to the BraTS-Path 2024 Challenge
-
Updated
Nov 8, 2024 - Python
Mini-batch selective sampling for knowledge adaption of VLMs for mammography.
medical-imaging
miccai
mammogram
multimodal-learning
vision-and-language
multimodal-retrieval
vision-language-transformer
multimodal-representation-learning
miccai2024
medical-vision-language-model
minibatch-selective-sampling
-
Updated
Oct 7, 2024 - Jupyter Notebook
Improve this page
Add a description, image, and links to the miccai2024 topic page so that developers can more easily learn about it.
Add this topic to your repo
To associate your repository with the miccai2024 topic, visit your repo's landing page and select "manage topics."