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acsconv

[IEEE JBHI] Reinventing 2D Convolutions for 3D Images - 1 line of code to convert pretrained 2D models to 3D!

ai-deadlines

:alarm_clock: top AI deadline countdowns (with an emphasis on computer vision and medical images)

alignshift

[MICCAI'21 & MICCAI'20] A Codebase for Universal Lesion Detection (DeepLesion SOTA)

fracnet

[eBioMedicine] Deep-learning-assisted detection and segmentation of rib fractures from CT scans: Development and validation of FracNet

impulse

kickstart

Study route for learners in machine learning / deep learning / computer vision

lefusion

LeFusion: Synthesizing Myocardial Pathology on Cardiac MRI via Lesion-Focus Diffusion Models

mela-challenge

MICCAI 2022 MELA Challenge: Mediastinal Lesion Analysis (3D Detection)

near

[MICCAI'22] Neural Annotation Refinement: Development of a New 3D Dataset for Adrenal Gland Analysis

pulmonary-tree-repairing

[MICCAI'23] Topology Repairing of Disconnected Pulmonary Airways and Vessels: Baselines and a Dataset

ribfrac-challenge

MICCAI 2020 RibFrac Challenge: Rib Fracture Detection and Classification (3D Instance Segmentation)

ribseg

[MICCAI'21 & TMI'23] RibSeg Dataset and Point Cloud Baselines for Rib Segmentation from CT Scans

simta

[MICCAI'20] MIA-Prognosis: A Deep Learning Framework to Predict Therapy Response