Medical 3D Vision

Pinned Repositories

ACSConv
[IEEE JBHI] Reinventing 2D Convolutions for 3D Images - 1 line of code to convert pretrained 2D models to 3D!
Language:Python161 7 1818
AlignShift
[MICCAI'21 & MICCAI'20] A Codebase for Universal Lesion Detection (DeepLesion SOTA)
Language:Python47 4 610
FracNet
[eBioMedicine] Deep-learning-assisted detection and segmentation of rib fractures from CT scans: Development and validation of FracNet
Language:Python49 3 1524
ImPulSe
Language:Python18 2 11
Kickstart
Study route for learners in machine learning / deep learning / computer vision
73 6 014
NeAR
[MICCAI'22] Neural Annotation Refinement: Development of a New 3D Dataset for Adrenal Gland Analysis
Language:Python14 1 20
pulmonary-tree-repairing
[MICCAI'23] Topology Repairing of Disconnected Pulmonary Airways and Vessels: Baselines and a Dataset
Language:Python28 2 30
RibFrac-Challenge
MICCAI 2020 RibFrac Challenge: Rib Fracture Detection and Classification (3D Instance Segmentation)
Language:Python49 7 810
RibSeg
[MICCAI'21 & TMI'23] RibSeg Dataset and Point Cloud Baselines for Rib Segmentation from CT Scans
Language:Python57 2 1713
SimTA
[MICCAI'20] MIA-Prognosis: A Deep Learning Framework to Predict Therapy Response
Language:Python8 3 11

Medical 3D Vision's Repositories

M3DV/ACSConv
[IEEE JBHI] Reinventing 2D Convolutions for 3D Images - 1 line of code to convert pretrained 2D models to 3D!
Language:Python161 7 1818
M3DV/Kickstart
Study route for learners in machine learning / deep learning / computer vision
73 6 014
M3DV/RibSeg
[MICCAI'21 & TMI'23] RibSeg Dataset and Point Cloud Baselines for Rib Segmentation from CT Scans
Language:Python57 2 1713
M3DV/FracNet
[eBioMedicine] Deep-learning-assisted detection and segmentation of rib fractures from CT scans: Development and validation of FracNet
Language:Python49 3 1524
M3DV/RibFrac-Challenge
MICCAI 2020 RibFrac Challenge: Rib Fracture Detection and Classification (3D Instance Segmentation)
Language:Python49 7 810
M3DV/AlignShift
[MICCAI'21 & MICCAI'20] A Codebase for Universal Lesion Detection (DeepLesion SOTA)
Language:Python47 4 610
M3DV/pulmonary-tree-repairing
[MICCAI'23] Topology Repairing of Disconnected Pulmonary Airways and Vessels: Baselines and a Dataset
Language:Python28 2 30
M3DV/ImPulSe
Language:Python18 2 11
M3DV/NeAR
[MICCAI'22] Neural Annotation Refinement: Development of a New 3D Dataset for Adrenal Gland Analysis
Language:Python14 1 20
M3DV/ai-deadlines
:alarm_clock: top AI deadline countdowns (with an emphasis on computer vision and medical images)
Language:HTML8 2 05
M3DV/SimTA
[MICCAI'20] MIA-Prognosis: A Deep Learning Framework to Predict Therapy Response
Language:Python8 3 11
M3DV/MELA-Challenge
MICCAI 2022 MELA Challenge: Mediastinal Lesion Analysis (3D Detection)
Language:Python7 1 01
M3DV/LeFusion
LeFusion: Synthesizing Myocardial Pathology on Cardiac MRI via Lesion-Focus Diffusion Models
2 1 10