Deep Learning in Medical Imaging

Mingyu Kim, Jihye Yun, Yongwon Cho, +4

Neurospine

Convolutional Neural NetworkEngineeringMachine LearningDiagnostic ImagingImage Analysis +14

High-Efficiency Bidirectional DAB Inverter Using a Novel Hybrid Modulation for Stand-Alone Power Generating System With Low Input Voltage

Yongwon Cho, Woo‐Jun Cha, Jung‐Min Kwon, +1

IEEE Transactions on Power Electronics

Hybrid ModulationElectrical EngineeringEngineeringPower Electronics ConverterDab Inverter +6

Fully Automated Lung Lobe Segmentation in Volumetric Chest CT with 3D U-Net: Validation with Intra- and Extra-Datasets

Jongha Park, Jihye Yun, Namkug Kim, +6

Journal of Digital Imaging

Computed TomographyImage AnalysisEngineeringMedical ImagingDeep Learning +10

Usefulness of pulsed arterial spin labeling MR imaging in mesial temporal lobe epilepsy

Young‐Min Lim, Yongwon Cho, Sadat Shamim, +6

Epilepsy Research

Pulsed Arterial SpinNeuroimaging ModalityMedical ImagingNeuroanatomyMagnetic Resonance +9

Application of deep learning–based computer-aided detection system: detecting pneumothorax on chest radiograph after biopsy

Sohee Park, Sang Min Lee, Namkug Kim, +4

European Radiology

Detecting PneumothoraxImage AnalysisMachine LearningMedical ImagingDeep Learning +10

SmartBuckle

Yongwon Cho, Yunyoung Nam, Yoo-Joo Choi, +1

Wearable SystemMedical MonitoringEngineeringHuman ActivityBiometrics +15

Deep Active Learning for Automatic Segmentation of Maxillary Sinus Lesions Using a Convolutional Neural Network

Seok‐Ki Jung, Ho‐Kyung Lim, Seungjun Lee, +2

Diagnostics

Computed TomographyConvolutional Neural NetworkMedical Image SegmentationEngineeringMachine Learning +21

Single Power-Conversion AC--DC Converter With High Power Factor and High Efficiency

Yongwon Cho, Jung‐Min Kwon, Bong‐Hwan Kwon

IEEE Transactions on Power Electronics

Electrical EngineeringEngineeringPower DevicePower CircuitPower Electronics Converter +11

Deep semi-supervised learning for automatic segmentation of inferior alveolar nerve using a convolutional neural network

Ho‐Kyung Lim, Seok‐Ki Jung, Seung Hyun Kim, +2

BMC Oral Health

Fully automated 3D segmentation and separation of multiple cervical vertebrae in CT images using a 2D convolutional neural network

Hyun‐Jin Bae, Heejung Hyun, Younghwa Byeon, +7

Computer Methods and Programs in Biomedicine

Computed TomographyConvolutional Neural NetworkImage AnalysisRadiologyMedical Imaging +13