Author

You-Min Shin

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Open access Sep 2026

Deep-learning-based postoperative desaturation prediction using spirometry image data.

Postoperative desaturation, a significant concern following laparoscopic and robot-assisted procedures, is associated with increased mortality rates and prolonged stays in the recovery room. Although modern anesthesia workstations offer real-time spirometry pressure-volume loops for each breath, their clinical utility...

Y. Kim, Juseong Jin, You-Min Shin et al. · Journal of clinical monitori... · 0 citations

Open access Jul 2026

Machine learning-based lateralization and localization of seizure onset in focal cortical dysplasia patients using ictal scalp EEG

It is suggested that ictal scalp EEG combined with machine learning enables accurate and interpretable seizure onset zone classification in patients with focal cortical dysplasia and may serve as a noninvasive decision-support tool to improve presurgical evaluation and guide invasive EEG planning in focal cortical dysp...

You-Min Shin, Sungeun Hwang, Seung-Bo Lee et al. · Frontiers in Neuroscience · 0 citations

#artificial intelligence Jun 2026

PSCT-Net: Geometry-Aware Pediatric Skull CT Reconstruction via Differentiable Back-Projection and Attention-Guided Refinement

PSCT-Net, a geometry-aware framework with differentiable back-projection, establishes a spatially faithful volumetric prior, alleviating depth ambiguity and addressing the gap in adult-centric, trunk-focused datasets.

Dong Yeong Kim, Jaewon Choi, You-Min Shin et al. · arXiv.org · 0 citations