Sungwon Ham

Gyeonggi-do, Republic of Korea

Last Updated: 09/26/2026

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Found 27 publications

Transfer learning for Multi-institutional Classification of Intussusception and Splenomegaly in Pediatric Abdominal Radiographs.

Transfer learning for Multi-institutional Classification of Intussusception and Splenomegaly in Pediatric Abdominal Radiographs.

Journal: Journal of imaging informatics in medicine

Published: November 16, 2025

AI-powered ultrasound radiofrequency analysis for non-invasive pediatric liver fat quantification.

AI-powered ultrasound radiofrequency analysis for non-invasive pediatric liver fat quantification.

Journal: Scientific reports

Published: October 10, 2025

Enhancing Lesion Detection in Rat CT Images: A Deep Learning-Based Super-Resolution Study.

Enhancing Lesion Detection in Rat CT Images: A Deep Learning-Based Super-Resolution Study.

Journal: Biomedicines

Published: August 10, 2025

Enhanced Detection, Using Deep Learning Technology, of Medial Meniscal Posterior Horn Ramp Lesions in Patients with ACL Injury.

Enhanced Detection, Using Deep Learning Technology, of Medial Meniscal Posterior Horn Ramp Lesions in Patients with ACL Injury.

Journal: The Journal of bone and joint surgery. American volume

Published: July 31, 2025

Explainable AI in MRI for Breast Cancer Detection: Another Step Forward.

Explainable AI in MRI for Breast Cancer Detection: Another Step Forward.

Journal: Radiology

Published: July 15, 2025

Optimized prediction of breast cancer tumor microenvironment using MRI-based intratumoral and peritumoral radiomics: a prospective study.

Optimized prediction of breast cancer tumor microenvironment using MRI-based intratumoral and peritumoral radiomics: a prospective study.

Journal: Frontiers in oncology

Published: June 26, 2025

Development of an automatic segmentation system for anterolateral thigh flap perforators in maxillofacial reconstruction.

Development of an automatic segmentation system for anterolateral thigh flap perforators in maxillofacial reconstruction.

Journal: PloS one

Published: January 15, 2025

Development of a deep learning-based model for guiding a dissection during robotic breast surgery.

Development of a deep learning-based model for guiding a dissection during robotic breast surgery.

Journal: Breast cancer research : BCR

Published: January 08, 2025

Machine Learning-Based Prediction of Delayed Neurologic Sequelae in Carbon Monoxide Poisoning Using Automatically Extracted MR Imaging Features.

Machine Learning-Based Prediction of Delayed Neurologic Sequelae in Carbon Monoxide Poisoning Using Automatically Extracted MR Imaging Features.

Journal: AJNR. American journal of neuroradiology

Published: November 22, 2024

Development of a Deep-Learning Model for Estimating Newborn Gestational Age via Lumbar Vertebral Segmentation on Plain Radiography.

Development of a Deep-Learning Model for Estimating Newborn Gestational Age via Lumbar Vertebral Segmentation on Plain Radiography.

Journal: Korean journal of radiology

Published: October 31, 2024

Improving accuracy for inferior alveolar nerve segmentation with multi-label of anatomical adjacent structures using active learning in cone-beam computed tomography.

Improving accuracy for inferior alveolar nerve segmentation with multi-label of anatomical adjacent structures using active learning in cone-beam computed tomography.

Journal: Scientific reports

Published: August 09, 2024

Development of a CT image-based virtual atelectasis simulation model and noninvasive lung nodule localization system.

Development of a CT image-based virtual atelectasis simulation model and noninvasive lung nodule localization system.

Journal: Journal of thoracic disease

Published: June 07, 2024

Showing 1-12 of 27

Last Updated: 09/26/2026