Hyunmo Yang

ZFScanner: trained models and analysis result tables for flatbed-scanner zebrafish developmental screening

Hyunmo Yang, Geoseong Na, Unbeom Shin, Hwa Soo Ko et autres

Trained model weights and analysis result tables for the ZFScanner zebrafish developmental-screening pipeline. Together with the well-image dataset (10.5281/zenodo.21868073) and the analysis code (https://github.com/hmyang-UNIST/ZFScanner), these files reproduce every panel reported in the paper. Contents models/ — the five trained networks behind the …

kr (code pays fourni par la source)

ZFScanner: trained models and analysis result tables for flatbed-scanner zebrafish developmental screening

Hyunmo Yang, Geoseong Na, Unbeom Shin, Hwa Soo Ko et autres

Trained model weights and analysis result tables for the ZFScanner zebrafish developmental-screening pipeline. Together with the well-image dataset (10.5281/zenodo.21868073) and the analysis code (https://github.com/hmyang-UNIST/ZFScanner), these files reproduce every panel reported in the paper. Contents models/ — the five trained networks behind the …

kr (code pays fourni par la source)

ZFScanner: a flatbed-scanner well-ROI image dataset of zebrafish embryonic development (72-141 hpf) for ddb1-/-, atad5a-/- and wild-type embryos

Hyunmo Yang, Geoseong Na, Unbeom Shin, Hwa Soo Ko et autres

Per-well regions of interest cut from office flatbed-scanner images of 96-well plates, covering zebrafish (Danio rerio) development from 72 to 141 hours post-fertilization at 3-hour intervals with six replicate scans per time point. 220,416 images, 1,536 wells, 16 plates, 2,296 plate scans. …

kr (code pays fourni par la source)

ZFScanner: a flatbed-scanner well-ROI image dataset of zebrafish embryonic development (72-141 hpf) for ddb1-/-, atad5a-/- and wild-type embryos

Hyunmo Yang, Geoseong Na, Unbeom Shin, Hwa Soo Ko et autres

Per-well regions of interest cut from office flatbed-scanner images of 96-well plates, covering zebrafish (Danio rerio) development from 72 to 141 hours post-fertilization at 3-hour intervals with six replicate scans per time point. 220,416 images, 1,536 wells, 16 plates, 2,296 plate scans. …

kr (code pays fourni par la source)

XenoScan: time-lapse image dataset of Xenopus laevis embryos under Wnt-pathway compound treatment, with trained model weights

Hyunmo Yang, Seongmin Yun, Sanzhar Askaruly, Geoseong Na et autres

Per-embryo time-lapse images underlying "XenoScan: a deep-learning-based large-scale organismal phenomics analysis platform for aquatic model organism embryos". This dataset contains 186,313 JPEG images of 1,159 individual Xenopus laevis embryos (27.2 GB) with a row-per-image manifest. It is the drug-response classification dataset reported …

kr (code pays fourni par la source)

XenoScan: time-lapse image dataset of Xenopus laevis embryos under Wnt-pathway compound treatment, with trained model weights

Hyunmo Yang, Seongmin Yun, Sanzhar Askaruly, Geoseong Na et autres

Per-embryo time-lapse images underlying "XenoScan: a deep-learning-based large-scale organismal phenomics analysis platform for aquatic model organism embryos". This dataset contains 186,313 JPEG images of 1,159 individual Xenopus laevis embryos (27.2 GB) with a row-per-image manifest. It is the drug-response classification dataset reported …

kr (code pays fourni par la source)

Drug delivery across the blood-retinal barrier: Biological gateways for posterior segment therapy

Jongwook Kim, Ye Eun Han, Minkyu Kim, Jisu Choe et autres

Posterior-segment retinal diseases remain a leading cause of irreversible vision loss worldwide, yet effective treatment continues to be limited by the challenge of achieving sufficient and durable drug exposure within target ocular tissues. Although intravitreal injection has transformed the management of retinal …

kr, ch (code pays fourni par la source)

Quantitative analysis of hair follicles using optical coherence microscopy and digital staining

Sang-Jin Lee, Eun Ji Lee, Hyunmo Yang, Yeonwoo Baek et autres

Observation of hair follicles is a crucial indicator for monitoring various physiological and pathological conditions. It provides valuable diagnostic information and helps develop new treatments in areas such as hair loss, circadian rhythms, skin diseases, and aging. Histopathological methods are currently considered …

us, kr (code pays fourni par la source)

Fast and quantitative analysis of fibrotic tissues using cryostat and quantitative phase imaging

Lee Juho, Yerim Kim, Hyunmo Yang, Sangjin Lee et autres

Volumetric phenotype quantification of in-vivo aquatic model using high-throughput optical coherence tomography

Sang-Jin Lee, Geoseong Na, Hyunmo Yang, Unbeom Shin et autres

Embryos of aquatic models such as zebrafish and Xenopus have been widely used in phenotype screening due to their genetic similarities to humans and small size, which is suitable for high-throughput studies. To analyze their phenotypes, it is the most common method …

kr (code pays fourni par la source)

Domain adaptive deep learning for advanced otoscope

Hyunmo Yang, Nurbolat Aimakov, Sanzhar Askaruly, Geoseong Na et autres

Quantitative assessment of chlorine gas inhalation injury based on endoscopic OCT and spectral encoded interferometric microscope imaging with deep learning

Zhikai Zhu, Hyunmo Yang, Hongqiu Lei, Yusi Miao et autres

Chlorine exposure can cause severe airway injuries. While the acute effects of chlorine inhalation are well-documented, the structural changes resulting from the post-acute, high-level chlorine exposure remain less understood. Airway sloughing is one of the standards for doctors to evaluate the lung …

us, kr (code pays fourni par la source)