Author

Sooyong Chae

2 papers indexed here

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Conference Open access 2026

Wide-field imaging Mueller polarimetry for real time intraoperative visualization of brain fiber tracts and tumor delineation in neurosurgery

Wide-field imaging Mueller polarimetry is a contactless, label-free optical modality that maps the orientation of brain white-matter fiber bundles alongside the depolarization and linear retardance, enhancing the contrast between optically isotropic tumor tissue and optically anisotropic tumorless white matter of brain...

Théotim Lucas, Sooyong Chae, O. Rodríguez-Núñez et al. · EPJ Web of Conferences · 0 citations

Open access Aug 2026

Microscopy image segmentation using a fine-tuned machine learning model with limited training dataset.

Manual annotation of microscopic images of thin tissue sections remains time-consuming step limiting the throughput of diagnostic analysis. We present a novel automated approach using the total intensity image as an input to a U-Net architecture of Convolutional Neural Network with a pretrained ResNet-34 encoder for im...

Sooyong Chae, D. Giammattei, A. Ajmal et al. · Journal of Microscopy · 0 citations