Publications by authors named "Hwiyoung Kim"

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Real-time rodent behavior classifier using color-based body segmentation (R2C2).
Jung Ah Jo, Taeyun Park, Suhyun Hwang, Sunwoo Lee, Jihwan Min, Hwiyoung Kim, Jeongjin Kim

Lab Anim (NY)· November 2025

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Uncertainty Quantification in Automated Detection of Vertebral Metastasis Using Ensemble Monte Carlo Dropout.
Soo Ho Ahn, Seungjin Baek, Jiwoo Park, Jaewon Kim, Hyungjin Rhee, Hwiyoung Kim

J Imaging Inform Med· October 2025

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Laplacian filter attention with style transfer GAN for brain tumor MRI imputation.
Yoonho Na, Kyuri Kim, Hyungjoo Cho, Sung-Joon Ye, Hwiyoung Kim

Sci Rep· October 2025

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Multimodal AI for risk stratification in autism spectrum disorder: integrating voice and screening tools.
Sookyung Bae, Junho Hong, Sungji Ha, Jiwoo Moon, Jaeeun Yu, Hanna Kim, Johanna Inhyang Kim, Hyo-Won Kim, Hwiyoung Kim, Bung-Nyun Kim

NPJ Digit Med· August 2025

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2023 Survey on User Experience of Artificial Intelligence Software in Radiology by the Korean Society of Radiology.
Eui Jin Hwang, Ji Eun Park, Kyoung Doo Song, Dong Hyun Yang, Kyung Won Kim, Dong Hyun Kim, Hwiyoung Kim

Korean J Radiol· July 2024

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Defining Medical AI Competencies for Medical School Graduates: Outcomes of a Delphi Survey and Medical Student/Educator Questionnaire of South Korean Medical Schools.
Young-Mee Lee, Suyoun Kim, Young-Hee Lee, Hun-Sung Kim, Sung Wook Seo, Hwiyoung Kim, Kwang Joon Kim

Acad Med· May 2024

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Computed Tomography Radiomics for Preoperative Prediction of Spread Through Air Spaces in the Early Stage of Surgically Resected Lung Adenocarcinomas.
Young Joo Suh, Kyunghwa Han, Yonghan Kwon, Hwiyoung Kim, Suji Lee, Myung Hyun Kim

Yonsei Med J· March 2024

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Development of a deep learning based image processing tool for enhanced organoid analysis.
Taeyun Park, Taeyul K Kim, Yoon Dae Han, Kyung-A Kim, Hwiyoung Kim, Han Sang Kim

Sci Rep· November 2023

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A machine learning model for predicting hepatocellular carcinoma risk in patients with chronic hepatitis B.
Hye Won Lee, Hwiyoung Kim, Taeyun Park, Soo Young Park, Young Eun Chon, Do Young Kim, Beom Kyung Kim, Seung Up Kim

Liver Int· August 2023

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Identifying major predictors for parenting stress in a caregiver of autism spectrum disorder using machine learning models.
Hangnyoung Choi, Jae Han Kim, Hwiyoung Kim, Keun-Ah Cheon

Front Neurosci· August 2023

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Chest Radiography of Tuberculosis: Determination of Activity Using Deep Learning Algorithm.
Ye Ra Choi, Soon Ho Yoon, Jihang Kim, Jin Young Yoo, Hwiyoung Kim

Tuberc Respir Dis (Seoul)· July 2023

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Influence of computed tomography slice thickness on deep learning-based, automatic coronary artery calcium scoring software performance.
Suh Young Kim, Young Joo Suh, Hye-Jeong Lee, Hwiyoung Kim, Hyungi Seo

Quant Imaging Med Surg· July 2023

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Detection of Pacemaker and Identification of MRI-conditional Pacemaker Based on Deep-learning Convolutional Neural Networks to Improve Patient Safety.
Yoonah Do, Soo Ho Ahn, Sungjun Kim, Jin Kyem Kim, Byoung Wook Choi, Hwiyoung Kim

J Med Syst· July 2023

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Fully automated radiomics-based machine learning models for multiclass classification of single brain tumors: Glioblastoma, lymphoma, and metastasis.
Bio Joo, Sung Soo Ahn, Chansik An, Kyunghwa Han, Dongmin Choi, Hwiyoung Kim, Ho Sung Kim

J Neuroradiol· June 2023

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Deep-Learning-Based Detection of Vertebral Fracture and Osteoporosis Using Lateral Spine X-Ray Radiography.
Namki Hong, Sang Wouk Cho, Sungjae Shin, Seunghyun Lee, Seol A Jang, Hwiyoung Kim, Kyoung Min Kim

J Bone Miner Res· June 2023

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T1 Map-Based Radiomics for Prediction of Left Ventricular Reverse Remodeling in Patients With Nonischemic Dilated Cardiomyopathy.
Suyon Chang, Kyunghwa Han, Yonghan Kwon, Lina Kim, Seunghyun Hwang, Hwiyoung Kim

Korean J Radiol· May 2023

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Development and Validation of a Deep Learning-Based Synthetic Bone-Suppressed Model for Pulmonary Nodule Detection in Chest Radiographs.
Hwiyoung Kim, Kye Ho Lee, Kyunghwa Han, Ji Won Lee, Jin Young Kim

JAMA Netw Open· January 2023

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Clinical application of deep learning-based synthetic CT from real MRI to improve dose planning accuracy in Gamma Knife radiosurgery: a proof of concept study.
So Hee Park, Dong Min Choi, In-Ho Jung, Kyung Won Chang, Myung Ji Kim, Hwiyoung Kim

Biomed Eng Lett· November 2022

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Development and Validation of a Visually Explainable Deep Learning Model for Classification of C-shaped Canals of the Mandibular Second Molars in Periapical and Panoramic Dental Radiographs.
Sujin Yang, Hagyeong Lee, Byounghan Jang, Kee-Deog Kim, Jaeyeon Kim, Hwiyoung Kim

J Endod· July 2022

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Platelet-to-White Blood Cell Ratio Is Associated with Adverse Outcomes in Cirrhotic Patients with Acute Deterioration.
Jung-Hee Kim, Sung-Eun Kim, Do-Seon Song, Hee-Yeon Kim, Eileen L Yoon, Tae-Hyung Kim, Moon-Young Kim, Sang-Gyune Kim, Byung-Seok Kim, Hyung-Su Kim, Hwi-Young Kim, In-Hee Kim, Ji-Hoon Kim, Yoon-Jun Kim, Won Kim, Dong-Joon Kim

J Clin Med· April 2022

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Radiomics machine learning study with a small sample size: Single random training-test set split may lead to unreliable results.
Chansik An, Yae Won Park, Sung Soo Ahn, Kyunghwa Han, Hwiyoung Kim

PLoS One· December 2021

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A Deep Learning Model with High Standalone Performance for Diagnosis of Unruptured Intracranial Aneurysm.
Bio Joo, Hyun Seok Choi, Sung Soo Ahn, Jihoon Cha, So Yeon Won, Hwiyoung Kim, Hwa Pyung Kim, Tae Gyu Kim

Yonsei Med J· November 2021

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Bone Radiomics Score Derived From DXA Hip Images Enhances Hip Fracture Prediction in Older Women.
Namki Hong, Heajeong Park, Chang Oh Kim, Hyeon Chang Kim, Jin-Young Choi, Hwiyoung Kim

J Bone Miner Res· September 2021

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Radiomics With Ensemble Machine Learning Predicts Dopamine Agonist Response in Patients With Prolactinoma.
Yae Won Park, Jihwan Eom, Sooyon Kim, Hwiyoung Kim, Sung Soo Ahn, Eui Hyun Kim, Sun Ho Kim

J Clin Endocrinol Metab· July 2021

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Using deep learning to predict temporomandibular joint disc perforation based on magnetic resonance imaging.
Jae-Young Kim, Dongwook Kim, Kug Jin Jeon, Hwiyoung Kim, Jong-Ki Huh

Sci Rep· March 2021

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