May 2025 issue

https://doi.org/10.59275/j.melba.2025-53ag

2 papers

MCP-MedSAM: A Powerful Lightweight Medical Segment Anything Model Trained with a Single GPU in Just One Day

2025/05/12
May 2025 issue

Donghang LyuDivision of Image Processing, Department of Radiology, Leiden University Medical Center, Leiden, the Netherlands, Ruochen GaoDivision of Image Processing, Department of Radiology, Leiden University Medical Center, Leiden, the Netherlands, Marius StaringDivision of Image Processing, Department of Radiology, Leiden University Medical Center, Leiden, the Netherlands

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How to build the best medical image segmentation algorithm using foundation models: a comprehensive empirical study with Segment Anything Model

2025/05/08
May 2025 issue

Hanxue GuDepartment of Electrical and Computer Engineering Duke University, NC, USA, Haoyu DongDepartment of Electrical and Computer Engineering Duke University, NC, USA, Jichen YangDepartment of Electrical and Computer Engineering Duke University, NC, USA, Maciej A. MazurowskiDepartment of Electrical and Computer Engineering Duke University, NC, USA
Department of Radiology Duke University, NC, USA
Department of Computer Science Duke University, NC, USA
Department of Biostatistics & Bioinformatics Duke University, NC, USA

PDF · Code · arXiv