xmed-lab

xmed-lab's repositories

CLIPN

ICCV 2023: CLIPN for Zero-Shot OOD Detection: Teaching CLIP to Say No

Language:PythonMIT113 2 8

GenericSSL

NeurIPS 2023: Towards Generic Semi-Supervised Framework for Volumetric Medical Image Segmentation

Language:Python69 2 10

AllSpark

CVPR 2024: AllSpark: Reborn Labeled Features from Unlabeled in Transformer for Semi-Supervised Semantic Segmentation

Language:PythonMIT48 4 16

DHC

MICCAI 2023: DHC: Dual-debiased Heterogeneous Co-training Framework for Class-imbalanced Semi-supervised Medical Image Segmentation

Language:PythonMIT46 3 9

CLD-Semi

MICCAI 2022: Calibrating Label Distribution for Class-Imbalanced Barely-Supervised Knee Segmentation

Language:PythonMIT44 1 3

DIF-Net

MICCAI 2023: Learning Deep Intensity Field for Extremely Sparse-View CBCT Reconstruction

Language:PythonMIT43 1 6

NuInstruct

39 8 5

TriALS

nnUNet incorporating additional baselines as SAMed️, Mamba Variants, and MedNeXT to establish a benchmark for MICCAI 2024 segmentation challenges.

Language:PythonApache-2.038 2 1

GraphEcho

ICCV 2023, "GraphEcho: Graph-Driven Unsupervised Domain Adaptation for Echocardiogram Video Segmentation"

Language:PythonMIT29 4 5

FDDM

MICCAI 2023: Fundus-Enhanced Disease-Aware Distillation Model for Retinal Disease Classification from OCT Images

Language:Python21 4 2

DIF-Gaussian

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

Language:Python2000

C2RV-CBCT

CVPR 2024, "C^2RV: Cross-Regional and Cross-View Learning for Sparse-View CBCT Reconstruction"

Language:Python19 50

ECBM

ICLR 2024: Energy-Based Concept Bottleneck Models: Unifying Prediction, Concept Intervention, and Probabilistic Interpretations

Language:Jupyter NotebookMIT13 1 1

Fed-MAS

MICCAI Workshop 2023: Federated Model Aggregation via Self-Supervised Priors for Highly Imbalanced Medical Image Classification

Language:Python12 30

HCGNet

J-BHI 2024: Exploiting Hierarchical Interactions for Protein Surface Learning

Language:PythonMIT12 10

FoPro-KD

TMI 2023: FoPro-KD: Fourier Prompted Effective Knowledge Distillation for Long-Tailed Medical Image Recognition

6 1 1

DiffCMR

Language:Python5 1 1

CLSS

Language:Python4 20

M3-UDA

CVPR M^3-UDA: A New Benchmark for Unsupervised Domain Adaptive Fetal Cardiac Structure Detection

Language:Python4 20

ToMo-UDA

[ICML' 24] Unsupervised Domain Adaptation for Anatomical Structure Detection in Ultrasound Images.

Language:Python400

NumCLIP

100

CardiacNet

Language:PythonMIT000

FD-SOS

000

GeCA

000

HiA

000

MultiEYE

010

SdAOF

000

SemiAnAgg

000

SemiEBS

Language:Python000

TP-Mamba

000