Medical 3D Vision

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14 repositories

pulmonary-tree-labeling
Public
[MedIA‘25] Efficient anatomical labeling of pulmonary tree structures via deep point-graph representation-based implicit fields
skeleton graph point-cloud pulmonary implicit-neural-representation pulmonary-tree-labeling shape-a
Python
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Apache License 2.0
•1•17•0•0•Updated Nov 29, 2024Nov 29, 2024
LeFusion
Public
LeFusion: Controllable Pathology Synthesis via Lesion-Focused Diffusion Models
Python
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Apache License 2.0
•5•76•2•0•Updated Nov 29, 2024Nov 29, 2024
RibSeg
Public
[MICCAI'21 & TMI'23] RibSeg Dataset and Point Cloud Baselines for Rib Segmentation from CT Scans
point-cloud rib deep-learning pytorch dataset medical-imaging segmentation
Python
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Apache License 2.0
•13•61•1•0•Updated Jul 8, 2024Jul 8, 2024
pulmonary-tree-repairing
Public
[MICCAI'23] Topology Repairing of Disconnected Pulmonary Airways and Vessels: Baselines and a Dataset
Python
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Apache License 2.0
•1•29•3•0•Updated Jun 2, 2024Jun 2, 2024
ACSConv
Public
[IEEE JBHI'21] Reinventing 2D Convolutions for 3D Images - 1 line of code to convert pretrained 2D models to 3D!
medical-image-analysis 3d-images 3d-convolution acs-convolution
Python
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Apache License 2.0
•18•169•0•0•Updated Apr 25, 2024Apr 25, 2024
ImPulSe
Public
[MICCAI'22] What Makes for Automatic Reconstruction of Pulmonary Segments
Python
•1•19•1•0•Updated Feb 4, 2024Feb 4, 2024
FracNet
Public
[eBioMedicine] Deep-learning-assisted detection and segmentation of rib fractures from CT scans: Development and validation of FracNet
fracture rib ribfrac deep-learning medical-imaging
Python
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Apache License 2.0
•25•54•5•0•Updated Sep 30, 2023Sep 30, 2023
NeAR
Public
[MICCAI'22] Neural Annotation Refinement: Development of a New 3D Dataset for Adrenal Gland Analysis
Python
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Apache License 2.0
•1•15•1•0•Updated Apr 27, 2023Apr 27, 2023
MELA-Challenge
Public
MICCAI 2022 MELA Challenge: Mediastinal Lesion Analysis (3D Detection)
detection 3d lesions
Python
•2•10•0•0•Updated Jun 30, 2022Jun 30, 2022
ai-deadlines
Public
⏰ top AI deadline countdowns (with an emphasis on computer vision and medical images)
HTML
•990•7•0•0•Updated Jun 14, 2022Jun 14, 2022
AlignShift
Public
[MICCAI'21 & MICCAI'20] A Codebase for Universal Lesion Detection (DeepLesion SOTA)
deep-learning miccai deeplesion 3d-anisotropic-volumes imaging-thickness
Python
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Apache License 2.0
•10•47•0•0•Updated Nov 25, 2021Nov 25, 2021
RibFrac-Challenge
Public
MICCAI 2020 RibFrac Challenge: Rib Fracture Detection and Classification (3D Instance Segmentation)
detection classification segmentation nii 3d fracture rib ribfrac ribfrac-challenge
Python
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Apache License 2.0
•10•52•1•0•Updated Dec 10, 2020Dec 10, 2020
SimTA
Public
[MICCAI'20] MIA-Prognosis: A Deep Learning Framework to Predict Therapy Response
time-series-analysis asynchronous-time-series asynchronous therapy-response mia-prognosis
Python
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Apache License 2.0
•1•8•1•0•Updated Nov 8, 2020Nov 8, 2020
Kickstart
Public
Study route for learners in machine learning / deep learning / computer vision
instructions courses competitions beginners-guide pytorch-template
14•72•0•0•Updated Jun 8, 2020Jun 8, 2020