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Publications

  • Yun, Hye sun; Jang, Taejun; Lee, Sung Min; Lee, Sang-Hwy; Seo, Jin Keun, Learning-based local-to-global landmark annotation for automatic 3D cephalometry" Physics in Medicine and Biology (revision 2020)

  • Hyun, Chang Min; Kim, Kang Cheol; Cho, Hyun Cheol; Choi, Jae Kyu; Seo, Jin Keun, Framelet Pooling Aided Deep Learning Network : The Method to Process High Dimensional Medical Data", Machine Learning: Science and Technology (2020)

  • Lee, Sung Min;  Bayaraa, Taigyntuya; Jeong, Hosan; Hyun, Chang Min; Seo, Jin Keun , "A direct sinogram correction method to reduce metal-related beam-hardening in computed tomography" IEEE Access (2019)

  • H. S. Park, J. Baek, S. K. You, J. K. Choi, and J. K.  Seo, "Unpaired image denoising using a generative adversarial network in X-ray CT" IEEE Access (2019)

  • Sung Ho Kang, Kiwan Jeon, Hak-Jin Kim, Jin Keun Seo, Sang-Hwy Lee, Automatic Three-Dimensional Cephalometric Annotation System Using Three-Dimensional Convolutional Neural Networks: A Developmental Trial, Computer Methods in Biomechanics and Biomedical Engineering: Imaging & Visualization (2019)

  • Kim, Hwa Pyung; Lee, Sung Min; Kwon, Ja-Young; Park, Yejin; Kim, Kang Cheol; Seo, Jin Keun. Automatic evaluation of fetal head biometry from ultrasound images using machine learning, Physiological Measurement (2019)

  • Jin Keun Seo, Kang Cheol Kim, Ariungerel Jargal, Kyounghun Lee and Bastian Harrach, A learning-based method for solving ill-posed nonlinear inverse problems: a simulation : a simulation study of Lung EIT," SIAM Journal on Imaging Sciences (2019)

  • Lee, Sung Min; Kim, Hwa Pyung; Jeon, Kiwan; Lee, Sang-Hwy; Seo, Jin Keun, Automatic 3D cephalometric annotation system using shadowed 2D image-based machine learning, Physics in Medicine and Biology (2019)

  • Hyoung Suk Park, Sung Min Lee, Hwa Pyung Kim, Jin Keun Seo*, CT sinogram-consistency learning for metal-induced beam hardening correction, Medical Physics (2018)

  • Kim, Bukweon; Kim, Kang Cheol; Park, Yejin; Kwon, Ja-Young; Jang, Jaeseong; Seo, Jin Keun*, Machine-learning-based Automatic Identification of Fetal Abdominal Circumference from Ultrasound Images, Physiological Measurement (Sep. 2018)

  • Hyun, Chang Min; Kim, Hwa Pyung; Lee, Sung Min; Lee, Sungchul; Seo, Jin Keun, "Deep learning for undersampled MRI reconstruction" Physics in Medicine and Biology , vol 63, no 13 (2018)

  • Jaeseong Jang, Yejin Park, Bukweon Kim, Sung Min Lee, Ja-Young~Kwon, Jin Keun Seo, Automatic Estimation of Fetal Abdominal Circumference from Ultrasound Images, IEEE Journal of Biomedical and Health Informatics (2017) 

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