Chiho Yoon

Deep learning-based virtual staining, segmentation, and classification in label-free photoacoustic histology of human specimens

Chiho Yoon, Eunwoo Park, Sampa Misra et al. · Light Science & Applications · 2024 · 69 citations · Full text

Human Specimens, Tissue Imaging, Engineering +13

Bi-Modal Transfer Learning for Classifying Breast Cancers via Combined B-Mode and Ultrasound Strain Imaging

Sampa Misra, Seungwan Jeon, Ravi Managuli et al. · IEEE Transactions on Ultrasonics Ferroelectrics and Frequency Control · 2021 · 57 citations

Convolutional Neural Network, Engineering, Machine Learning +22

Deep learning‐based multimodal fusion network for segmentation and classification of breast cancers using B‐mode and elastography ultrasound images

Sampa Misra, Chiho Yoon, Kwang‐Ju Kim et al. · Bioengineering & Translational Medicine · 2022 · 51 citations · Full text

Convolutional Neural Network, Medical Image Segmentation, Engineering +21

Unsupervised inter-domain transformation for virtually stained high-resolution mid-infrared photoacoustic microscopy using explainable deep learning

Eunwoo Park, Sampa Misra, Dong Gyu Hwang et al. · Nature Communications · 2024 · 38 citations · Full text

Robust Ensemble of Two Different Multimodal Approaches to Segment 3D Ischemic Stroke Segmentation Using Brain Tumor Representation Among Multiple Center Datasets

Hyunsu Jeong, Hyunseok Lim, Chiho Yoon et al. · Journal of Imaging Informatics in Medicine · 2024 · 21 citations · Full text