Author

S. Youn

2 papers indexed here

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Open access Aug 2026

Benchmarking Open-Source Vision-Language Models for Brain Metastasis Assessment on Single-Slice Contrast-Enhanced MRI

Purpose Open-source vision-language models (VLMs) can be locally deployed without external internet access, potentially enhancing data security. This study compared the diagnostic performance of general-purpose and medical-purpose open-source VLMs and evaluated their ability to characterize brain metastases on contrast...

J. Kim, B.-S. Kim, J.-S. Ko et al. · medRxiv · 0 citations

Open access Jul 2026

MLHeatmap: an interactive application for transcriptomic marker-panel discovery

Abstract Motivation Transcriptomic biomarker studies often require separate tools for normalization, classification, feature ranking, and visualization. MLHeatmap was developed to integrate these steps into a cross-platform, browser-based workflow and to support compact marker-panel discovery directly from count matric...

Eun Young Lee, Jihye Park, S. Youn et al. · Bioinformatics Advances · 0 citations