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Works (7)

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

Nature Communications
2024-12-30 | Journal article
DOI: 10.1038/s41467-024-55262-2
Contributors: Eunwoo Park; Sampa Misra; Dong Gyu Hwang; Chiho Yoon; Joongho Ahn; Donggyu Kim; Jinah Jang; Chulhong Kim
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Deep learning-based virtual staining, segmentation, and classification in label-free photoacoustic histology of human specimens

Light: Science & Applications
2024-09-02 | Journal article
DOI: 10.1038/s41377-024-01554-7
Contributors: Chiho Yoon; Eunwoo Park; Sampa Misra; Jin Young Kim; Jin Woo Baik; Kwang Gi Kim; Chan Kwon Jung; Chulhong Kim
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Robust Ensemble of Two Different Multimodal Approaches to Segment 3D Ischemic Stroke Segmentation Using Brain Tumor Representation Among Multiple Center Datasets

Journal of Imaging Informatics in Medicine
2024-05-01 | Journal article
DOI: 10.1007/s10278-024-01099-6
Part of ISSN: 2948-2933
Contributors: Hyunsu Jeong; Hyunseok Lim; Chiho Yoon; Jongjun Won; Grace Yoojin Lee; Ezequiel de la Rosa; Jan S. Kirschke; Bumjoon Kim; Namkug Kim; Chulhong Kim
Source: Self-asserted source
Chiho Yoon

Collaborative multi-modal deep learning and radiomic features for classification of strokes within 6 h

Expert Systems with Applications
2023-10 | Journal article
DOI: 10.1016/j.eswa.2023.120473
Contributors: Chiho Yoon; Sampa Misra; Kwang-Ju Kim; Chulhong Kim; Bum Joon Kim
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Deep learning‐based multimodal fusion network for segmentation and classification of breast cancers using B‐mode and elastography ultrasound images

Bioengineering & Translational Medicine
2022-12-28 | Journal article
DOI: 10.1002/btm2.10480
Part of ISSN: 2380-6761
Part of ISSN: 2380-6761
Contributors: Sampa Misra; Chiho Yoon; Kwang‐Ju Kim; Ravi Managuli; Richard G. Barr; Jongduk Baek; Chulhong Kim
Source: Self-asserted source
Chiho Yoon

Motion Compensation for 3D Multispectral Handheld Photoacoustic Imaging

Biosensors
2022-11-29 | Journal article
DOI: 10.3390/bios12121092
Contributors: Chiho Yoon; Changyeop Lee; Keecheol Shin; Chulhong Kim
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Bi-Modal Transfer Learning for Classifying Breast Cancers via Combined B-Mode and Ultrasound Strain Imaging

IEEE Transactions on Ultrasonics, Ferroelectrics, and Frequency Control
2022-01 | Journal article
DOI: 10.1109/TUFFC.2021.3119251
Contributors: Sampa Misra; Seungwan Jeon; Ravi Managuli; Seiyon Lee; Gyuwon Kim; Chiho Yoon; Seungchul Lee; Richard G. Barr; Chulhong Kim
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Peer review (2 reviews for 1 publication/grant)

Review activity for Photoacoustics. (2)
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