Search Results for author: Kwang-Hyun Uhm

Found 3 papers, 1 papers with code

A Unified Multi-Phase CT Synthesis and Classification Framework for Kidney Cancer Diagnosis with Incomplete Data

no code implementations9 Dec 2023 Kwang-Hyun Uhm, Seung-Won Jung, Moon Hyung Choi, Sung-Hoo Hong, Sung-Jea Ko

In this paper, we propose a unified framework for kidney cancer diagnosis with incomplete multi-phase CT, which simultaneously recovers missing CT images and classifies cancer subtypes using the completed set of images.

Classification Lesion Segmentation

W-Net: Two-stage U-Net with misaligned data for raw-to-RGB mapping

1 code implementation20 Nov 2019 Kwang-Hyun Uhm, Seung-Wook Kim, Seo-won Ji, Sung-Jin Cho, Jun-Pyo Hong, Sung-Jea Ko

Recent research on learning a mapping between raw Bayer images and RGB images has progressed with the development of deep convolutional neural networks.

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