xmed-lab

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63 repositories

INC
Public
Few-Shot Lymph Node Metastasis Classification Meets High Performance on Whole Slide Images via the Informative Non-Parametric Classifier
Python
•0•1•0•0•Updated Nov 11, 2024Nov 11, 2024
MedRegA
Public
Python
•0•10•0•0•Updated Nov 2, 2024Nov 2, 2024
TP-Mamba
Public
Python
•0•6•2•0•Updated Oct 24, 2024Oct 24, 2024
FDDM
Public
MICCAI 2023: Fundus-Enhanced Disease-Aware Distillation Model for Retinal Disease Classification from OCT Images
knowledge-distillation multimodal ophthalmic-diseases-classification miccai2023
Python
•0•23•0•0•Updated Oct 19, 2024Oct 19, 2024
NGOAT
Public
0•4•0•0•Updated Oct 17, 2024Oct 17, 2024
GPTrack
Public
0•1•0•0•Updated Oct 14, 2024Oct 14, 2024
MultiEYE
Public
Python
•0•0•0•0•Updated Oct 9, 2024Oct 9, 2024
GeCA
Public
Python
•0•2•0•0•Updated Oct 8, 2024Oct 8, 2024
HiA
Public
Python
•0•2•0•0•Updated Oct 6, 2024Oct 6, 2024
C2RV-CBCT
Public
CVPR 2024, "C^2RV: Cross-Regional and Cross-View Learning for Sparse-View CBCT Reconstruction"
reconstruction nerf computed-tomography cvpr2024
Python
•2•29•2•1•Updated Sep 18, 2024Sep 18, 2024
NumCLIP
Public
[ECCV 2024] Teach CLIP to Develop a Number Sense for Ordinal Regression
regression clip ordinal-regression ordinal-classification deep-regression contrastive-learning coarse-to-fine
Python
•0•4•0•0•Updated Sep 6, 2024Sep 6, 2024
TriALS
Public
MICCAI 2024: nnUNet incorporating additional baselines as SAMed️, Mamba Variants, and MedNeXT to establish a benchmark for segmentation challenges.
Python
•
Apache License 2.0
•5•64•0•0•Updated Sep 5, 2024Sep 5, 2024
NuInstruct
Public
4•50•1•0•Updated Aug 12, 2024Aug 12, 2024
CoFA
Public
0•1•0•0•Updated Aug 5, 2024Aug 5, 2024
DrugRec
Public
Python
•0•3•0•0•Updated Jul 31, 2024Jul 31, 2024
FD-SOS
Public
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
Python
•0•6•0•0•Updated Jul 30, 2024Jul 30, 2024
CPR
Public
MICCAI 2023: Context-Aware Pseudo-Label Refinement for Source-Free Domain Adaptive Fundus Image Segmentation
Python
•2•16•0•0•Updated Jul 25, 2024Jul 25, 2024
CardiacNet
Public
Python
•
MIT License
•0•8•1•0•Updated Jul 16, 2024Jul 16, 2024
ToMo-UDA
Public
[ICML' 24] Unsupervised Domain Adaptation for Anatomical Structure Detection in Ultrasound Images.
Python
•0•6•1•0•Updated Jul 12, 2024Jul 12, 2024
SemiEBS
Public
Python
•0•0•0•0•Updated Jul 11, 2024Jul 11, 2024
M3-UDA
Public
CVPR M^3-UDA: A New Benchmark for Unsupervised Domain Adaptive Fetal Cardiac Structure Detection
Python
•0•6•0•0•Updated Jul 4, 2024Jul 4, 2024
SemiAnAgg
Public
0•0•0•0•Updated Jul 3, 2024Jul 3, 2024
DIF-Gaussian
Public
MICCAI 2024: Learning 3D Gaussians for Extremely Sparse-View Cone-Beam CT Reconstruction
reconstruction nerf computed-tomography implicit-neural-representation gaussian-splatting miccai2024
Python
•3•37•3•0•Updated Jul 2, 2024Jul 2, 2024
SdAOF
Public
0•0•0•0•Updated Jul 2, 2024Jul 2, 2024
GraphEcho
Public
ICCV 2023, "GraphEcho: Graph-Driven Unsupervised Domain Adaptation for Echocardiogram Video Segmentation"
Python
•
MIT License
•4•34•5•0•Updated Jun 19, 2024Jun 19, 2024
GenericSSL
Public
NeurIPS 2023: Towards Generic Semi-Supervised Framework for Volumetric Medical Image Segmentation
semi-supervised-learning medical-image-segmentation unsupervised-domain-adaptation diffusion-models neurips-2023 semi-supervised-domain-generalization
Python
•5•86•1•0•Updated Jun 4, 2024Jun 4, 2024
DHC
Public
MICCAI 2023: DHC: Dual-debiased Heterogeneous Co-training Framework for Class-imbalanced Semi-supervised Medical Image Segmentation
class-imbalance medical-image-segmentation semi-supervised-segmentation miccai2023
Python
•
MIT License
•3•52•3•0•Updated May 14, 2024May 14, 2024
AllSpark
Public
CVPR 2024: AllSpark: Reborn Labeled Features from Unlabeled in Transformer for Semi-Supervised Semantic Segmentation
transformer attention semantic-segmentation semi-supervised-segmentation cvpr2024
Python
•
MIT License
•9•64•3•0•Updated Apr 9, 2024Apr 9, 2024
ECBM
Public
ICLR 2024: Energy-Based Concept Bottleneck Models: Unifying Prediction, Concept Intervention, and Probabilistic Interpretations
Jupyter Notebook
•
MIT License
•2•15•0•0•Updated Apr 6, 2024Apr 6, 2024
FoPro-KD
Public
TMI 2023: FoPro-KD: Fourier Prompted Effective Knowledge Distillation for Long-Tailed Medical Image Recognition
1•7•0•0•Updated Mar 19, 2024Mar 19, 2024