Kanggeun Lee

Publication Activity (10 Years)

Years Active: 2019-2023
Publications (10 Years): 13

Top Topics

Cooperative Learning

Cell Segmentation

Top Venues

Medical Image Anal.

Briefings Bioinform.

Publications

Kanggeun Lee, Dongbin Cho, Jinho Jang, Kang Choi, Hyoung-oh Jeong, Jiwon Seo, Won-Ki Jeong, Semin Lee
RAMP: response-aware multi-task learning with contrastive regularization for cancer drug response prediction. Briefings Bioinform. 24 (1) (2023)
Hyun-Jic Oh, Kanggeun Lee, Won-Ki Jeong
Scribble-supervised Cell Segmentation Using Multiscale Contrastive Regularization. CoRR (2023)
Suemin Jeon, Kanggeun Lee, Won-Ki Jeong
Undersampled MRI Reconstruction Using Switchable Interdependent Self-Cooperative Learning Without Paired Training Data. ISBI (2023)
Kanggeun Lee, Kyungryun Lee, Won-Ki Jeong
I2V: Towards Texture-Aware Self-Supervised Blind Denoising using Self-Residual Learning for Real-World Images. CoRR (2023)
Hyun-Jic Oh, Kanggeun Lee, Won-Ki Jeong
Scribble-Supervised Cell Segmentation Using Multiscale Contrastive Regularization. ISBI (2022)
Kanggeun Lee, Won-Ki Jeong
Noise2Kernel: Adaptive Self-Supervised Blind Denoising Using a Dilated Convolutional Kernel Architecture. Sensors 22 (11) (2022)
Yoo Jung Kim, Hyungjoon Jang, Kyoungbun Lee, Seongkeun Park, Sung-Gyu Min, Choyeon Hong, Jeong Hwan Park, Kanggeun Lee, Jisoo Kim, Wonjae Hong, Hyun Jung, Yanling Liu, Haran Rajkumar, Mahendra Khened, Ganapathy Krishnamurthi, Sen Yang, Xiyue Wang, Chang Hee Han, Jinwook Choi
PAIP 2019: Liver cancer segmentation challenge. Medical Image Anal. 67 (2021)
Jing Wei Tan, Kanggeun Lee, Kyoungbun Lee, Won-Ki Jeong
Improving the Accuracy of Intrahepatic Cholangiocarcinoma Subtype Classification by Hidden Class Detection via Label Smoothing. ISBI (2021)
Kanggeun Lee, Won-Ki Jeong
ISCL: Interdependent Self-Cooperative Learning for Unpaired Image Denoising. IEEE Trans. Medical Imaging 40 (11) (2021)
Kanggeun Lee, Won-Ki Jeong
ISCL: Interdependent Self-Cooperative Learning for Unpaired Image Denoising. CoRR (2021)
Chanmin Park, Kanggeun Lee, Su Yeon Kim, Fatma Sema Canbakis Cecen, Seok-Kyu Kwon, Won-Ki Jeong
Neuron Segmentation using Incomplete and Noisy Labels via Adaptive Learning with Structure Priors. ISBI (2021)
Kanggeun Lee, Won-Ki Jeong
Noise2Kernel: Adaptive Self-Supervised Blind Denoising using a Dilated Convolutional Kernel Architecture. CoRR (2020)
Tran Minh Quan, David Grant Colburn Hildebrand, Kanggeun Lee, Logan A. Thomas, Aaron T. Kuan, Wei-Chung Allen Lee, Won-Ki Jeong
Removing Imaging Artifacts in Electron Microscopy using an Asymmetrically Cyclic Adversarial Network without Paired Training Data. ICCV Workshops (2019)