3 papers
cs.CV2026
Axial-Centric Cross-Plane Attention for 3D Medical Image Classification
Doyoung Park, Jinsoo Kim, Lohendran Baskaran
Abridged: Clinicians commonly interpret 3D medical images by examining multiple anatomical planes rather than relying on volumetric views. In clinical CT workflows, the axial plane…
eess.IV2024
RICAU-Net: Residual-block Inspired Coordinate Attention U-Net for Segmentation of Small and Sparse Calcium Lesions in Cardiac CT
Doyoung Park, Jinsoo Kim, Qi Chang +3
The Agatston score, which is the sum of the calcification in the four main coronary arteries, has been widely used in the diagnosis of coronary artery disease (CAD). However, many…
cs.NE2023
D-Score: A Synapse-Inspired Approach for Filter Pruning
Doyoung Park, Jinsoo Kim, Jina Nam +2
This paper introduces a new aspect for determining the rank of the unimportant filters for filter pruning on convolutional neural networks (CNNs). In the human synaptic system, the…