Author

S. Ahn

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Open access Sep 2026

Deep Learning for Schatzker Classification on Anteroposterior Radiographs: A Controlled Benchmark and a Transferable Control Protocol

Background/Objectives: Schatzker type is assigned early, usually from the anteroposterior (AP) radiograph. A single benchmark accuracy cannot say whether a model read the fracture, the anatomy around it, the annotation, or how the archive was assembled. We ran four inexpensive controls to separate those contributions....

Sang Hyun Na, S. Ahn · Journal of Clinical Medicine · 0 citations

Open access Oct 2026

Human Skin Permeability Prediction by Machine Learning for Transdermal Drug Delivery

Lipophilicity shows a saturating relationship with skin permeability that a linear equation cannot represent, and interpolation within the sampled chemical space does not imply generalisation to a new therapeutic class.

Seunghwan Oh, S. Ahn · Medicina · 0 citations