xmed-lab

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68 repositories

MedRegA
Public
[ICLR 2025] MedRegA: Interpretable Bilingual Multimodal Large Language Model for Diverse Biomedical Tasks
region-based multimodal-large-language-models medical-large-language-models
Python
•1•23•3•0•Updated Mar 26, 2025Mar 26, 2025
MuTri
Public
0•0•0•0•Updated Mar 24, 2025Mar 24, 2025
GPTrack
Public
NeurIPS 2024: Bidirectional Recurrence for Cardiac Motion Tracking with Gaussian Process Latent Coding
Python
•0•7•1•0•Updated Mar 18, 2025Mar 18, 2025
C2RV-CBCT
Public
CVPR 2024, "C^2RV: Cross-Regional and Cross-View Learning for Sparse-View CBCT Reconstruction"
reconstruction nerf computed-tomography cvpr2024
Python
•3•39•4•1•Updated Mar 10, 2025Mar 10, 2025
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
•4•48•6•0•Updated Mar 9, 2025Mar 9, 2025
CardiacNet
Public
Python
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MIT License
•0•17•1•0•Updated Mar 2, 2025Mar 2, 2025
CLIP_Surgery
Public
CLIP Surgery for Better Explainability with Enhancement in Open-Vocabulary Tasks
sam segmentation clip interpretability multilabel multimodal explainability vision-transformer open-vocabulary segment-anything
Jupyter Notebook
•25•402•1•1•Updated Mar 1, 2025Mar 1, 2025
UDCHealth
Public
Python
•0•1•0•0•Updated Jan 28, 2025Jan 28, 2025
AATS
Public
Python
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Other
•1•3•0•0•Updated Jan 13, 2025Jan 13, 2025
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•9•0•0•Updated Jan 9, 2025Jan 9, 2025
ECBM
Public
ICLR 2024: Energy-Based Concept Bottleneck Models: Unifying Prediction, Concept Intervention, and Probabilistic Interpretations
Jupyter Notebook
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MIT License
•2•16•0•0•Updated Jan 9, 2025Jan 9, 2025
SurgFormer
Public
Python
•0•2•0•0•Updated Jan 7, 2025Jan 7, 2025
MultiEYE
Public
[IEEE TMI] MultiEYE: Dataset and Benchmark for OCT-Enhanced Retinal Disease Recognition from Fundus Images
clip multimodal vision-transformer concept-bottleneck
Python
•2•11•0•0•Updated Dec 16, 2024Dec 16, 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•27•1•0•Updated Dec 13, 2024Dec 13, 2024
MedSapiens
Public
0•0•0•0•Updated Dec 11, 2024Dec 11, 2024
INC
Public
Few-Shot Lymph Node Metastasis Classification Meets High Performance on Whole Slide Images via the Informative Non-Parametric Classifier
Python
•0•3•0•0•Updated Nov 11, 2024Nov 11, 2024
TP-Mamba
Public
Python
•0•16•5•0•Updated Oct 24, 2024Oct 24, 2024
NGOAT
Public
0•4•0•0•Updated Oct 17, 2024Oct 17, 2024
GeCA
Public
Python
•2•4•0•0•Updated Oct 8, 2024Oct 8, 2024
HiA
Public
Python
•0•2•0•0•Updated Oct 6, 2024Oct 6, 2024
TriALS
Public
MICCAI 2024: nnUNet incorporating additional baselines as SAMed️, Mamba Variants, and MedNeXT to establish a benchmark for segmentation challenges.
Python
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Apache License 2.0
•5•77•2•0•Updated Sep 5, 2024Sep 5, 2024
NuInstruct
Public
4•57•2•0•Updated Aug 12, 2024Aug 12, 2024
CoFA
Public
0•1•0•0•Updated Aug 5, 2024Aug 5, 2024
DrugRec
Public
Python
•1•4•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
•1•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
•1•16•0•0•Updated Jul 25, 2024Jul 25, 2024
ToMo-UDA
Public
[ICML' 24] Unsupervised Domain Adaptation for Anatomical Structure Detection in Ultrasound Images.
Python
•1•7•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•7•0•0•Updated Jul 4, 2024Jul 4, 2024
SemiAnAgg
Public
0•0•0•0•Updated Jul 3, 2024Jul 3, 2024