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Masayuki Ikebe

4 accepted papers

2025

BLS-GAN: A Deep Layer Separation Framework for Eliminating Bone Overlap in Conventional Radiographs

AAAI 2025technical

Conventional radiography is the widely used imaging technology in diagnosing, monitoring, and prognosticating musculoskeletal (MSK) diseases because of its easy availability, versatility, and cost-effectiveness. Bone overlaps are prevalent in conventional radiographs, and can impede the accurate ass…

2025

RAM-W600: A Multi-Task Wrist Dataset and Benchmark for Rheumatoid Arthritis

NeurIPS 2025poster

Rheumatoid arthritis (RA) is a common autoimmune disease that has been the focus of research in computer-aided diagnosis (CAD) and disease monitoring. In clinical settings, conventional radiography (CR) is widely used for the screening and evaluation of RA due to its low cost and accessibility. The…

Cited by 0SourcecodeScholar
2018

Sparse Disparity Estimation Using Global Phase Only Correlation for Stereo Matching Acceleration

ICASSP 2018accepted

In this study, we propose an efficient stereo matching method which estimates sparse disparities using global phase only correlation (POC). Conventionally, cost functions are to be calculated for all disparity candidates and the associated computational cost has been impediment in achieving a realti…

Cited by 0SourceScholar