Young Jae Kim

ORCID

Publication Activity (10 Years)

Years Active: 2014-2024
Publications (10 Years): 41

Top Venues

Journal of imaging informatics in medicine

Diagnostics (Basel, Switzerland)

Computational and mathematical methods in medicine

PloS one

Gachon University - Medical Campus

This page only lists publications with an associated author ORCID identifier.

Affiliation History

Gachon University - Medical Campus Sep 01 2019

South Korea

Assistant Professor :: Department of Biomedical Engineering

Publications

Jongwook Whangbo, Young Seop Lee, Young Jae Kim, Jisup Kim, Yeoun Jae Kim
Predicting Mismatch Repair Deficiency Status in Endometrial Cancer through Multi-Resolution Ensemble Learning in Digital Pathology. Journal of imaging informatics in medicine 37 (4) (2024)
Sanglim Lee, Yeoun Jae Kim, Young Jae Kim, Ji Soo Jeon, Gi Pyo Lee, Kyung-Chan Kim, Suk Ha Jeon
Automatic Segmentation and Radiologic Measurement of Distal Radius Fractures Using Deep Learning. Clinics in orthopedic surgery 16 (1) (2024)
Jong Chan Yeom, Jae-Hoon Kim, Young Jae Kim, Jisup Kim, Yeoun Jae Kim
A Comparative Study of Performance Between Federated Learning and Centralized Learning Using Pathological Image of Endometrial Cancer. Journal of imaging informatics in medicine 37 (4) (2024)
Jun Young Park, Seung Hwan Lee, Young Jae Kim, Yeoun Jae Kim, Gil Jae Lee
Machine learning model based on radiomics features for AO/OTA classification of pelvic fractures on pelvic radiographs. PloS one 19 (5) (2024)
Jongwook Whangbo, Young Seop Lee, Young Jae Kim, Jisup Kim, Yeoun Jae Kim
Predicting Mismatch Repair Deficiency Status in Endometrial Cancer through Multi-Resolution Ensemble Learning in Digital Pathology. Journal of imaging informatics in medicine 37 (4) (2024)
Jongwook Whangbo, Young Seop Lee, Young Jae Kim, Jisup Kim, Yeoun Jae Kim
Predicting Mismatch Repair Deficiency Status in Endometrial Cancer through Multi-Resolution Ensemble Learning in Digital Pathology. Journal of imaging informatics in medicine (2024)
Jong Chan Yeom, Jae-Hoon Kim, Young Jae Kim, Jisup Kim, Yeoun Jae Kim
A Comparative Study of Performance Between Federated Learning and Centralized Learning Using Pathological Image of Endometrial Cancer. Journal of imaging informatics in medicine (2024)
Jong Chan Yeom, Jae-Hoon Kim, Young Jae Kim, Jisup Kim, Yeoun Jae Kim
A Comparative Study of Performance Between Federated Learning and Centralized Learning Using Pathological Image of Endometrial Cancer. Journal of imaging informatics in medicine 37 (4) (2024)
Jongwook Whangbo, Young Seop Lee, Young Jae Kim, Jisup Kim, Yeoun Jae Kim
Predicting Mismatch Repair Deficiency Status in Endometrial Cancer through Multi-Resolution Ensemble Learning in Digital Pathology. Journal of imaging informatics in medicine 37 (4) (2024)
Sanglim Lee, Yeoun Jae Kim, Young Jae Kim, Ji Soo Jeon, Gi Pyo Lee, Kyung-Chan Kim, Suk Ha Jeon
Automatic Segmentation and Radiologic Measurement of Distal Radius Fractures Using Deep Learning. Clinics in orthopedic surgery 16 (1) (2024)
Jong Chan Yeom, Jae-Hoon Kim, Young Jae Kim, Jisup Kim, Yeoun Jae Kim
A Comparative Study of Performance Between Federated Learning and Centralized Learning Using Pathological Image of Endometrial Cancer. Journal of imaging informatics in medicine 37 (4) (2024)
Yul Hee Lee, Young Seo Baik, Young Jae Kim, Hye Jin Shi, Jong Youn Moon, Yeoun Jae Kim
Re-hospitalization factors and economic characteristics of urinary tract infected patients using machine learning. Digital health 10 (2024)
Jun Young Park, Seung Hwan Lee, Young Jae Kim, Yeoun Jae Kim, Gil Jae Lee
Machine learning model based on radiomics features for AO/OTA classification of pelvic fractures on pelvic radiographs. PloS one 19 (5) (2024)
Yul Hee Lee, Young Seo Baik, Young Jae Kim, Hye Jin Shi, Jong Youn Moon, Yeoun Jae Kim
Re-hospitalization factors and economic characteristics of urinary tract infected patients using machine learning. Digital health 10 (2024)
Sanglim Lee, Yeoun Jae Kim, Young Jae Kim, Ji Soo Jeon, Gi Pyo Lee, Kyung-Chan Kim, Suk Ha Jeon
Automatic Segmentation and Radiologic Measurement of Distal Radius Fractures Using Deep Learning. Clinics in orthopedic surgery 16 (1) (2024)
Yeong Hun Kang, Jin Youp Kim, Young Jae Kim, Sung Hyun Kim, Yeoun Jae Kim, Chae-Seo Rhee
Airway and Airway Obstruction Site Segmentation Study Using U-Net with Drug-Induced Sleep Endoscopy Images. Journal of imaging informatics in medicine (2024)
Gi Pyo Lee, Young Jae Kim, Dong Kyun Park, Yoon Jae Kim, Su Kyeong Han, Yeoun Jae Kim
Gastro-BaseNet: A Specialized Pre-Trained Model for Enhanced Gastroscopic Data Classification and Diagnosis of Gastric Cancer and Ulcer. Diagnostics (Basel, Switzerland) 14 (1) (2023)
Gi Pyo Lee, So Hyun Park, Young Jae Kim, Jun Won Chung, Yeoun Jae Kim
Enhancing Disease Classification in Abdominal CT Scans through RGB Superposition Methods and 2D Convolutional Neural Networks: A Study of Appendicitis and Diverticulitis. Computational and mathematical methods in medicine 2023 (2023)
Gi Pyo Lee, Young Jae Kim, Dong Kyun Park, Yoon Jae Kim, Su Kyeong Han, Yeoun Jae Kim
Gastro-BaseNet: A Specialized Pre-Trained Model for Enhanced Gastroscopic Data Classification and Diagnosis of Gastric Cancer and Ulcer. Diagnostics (Basel, Switzerland) 14 (1) (2023)
Young Jae Kim, Yeoun Jae Kim
[Understanding and Application of Multi-Task Learning in Medical Artificial Intelligence]. Journal of the Korean Society of Radiology 83 (6) (2022)
Hyo Min Lee, Young Jae Kim, Je Bok Cho, Ji Young Jeon, Yeoun Jae Kim
Computer-Aided Diagnosis for Determining Sagittal Spinal Curvatures Using Deep Learning and Radiography. Journal of digital imaging 35 (4) (2022)
Young Jae Kim, Yeoun Jae Kim
[Understanding and Application of Multi-Task Learning in Medical Artificial Intelligence]. Journal of the Korean Society of Radiology 83 (6) (2022)
Jung Han Hwang, Jae Won Seo, Jeong Ho Kim, Suyoung Park, Young Jae Kim, Yeoun Jae Kim
Comparison between Deep Learning and Conventional Machine Learning in Classifying Iliofemoral Deep Venous Thrombosis upon CT Venography. Diagnostics (Basel, Switzerland) 12 (2) (2022)
Yena Christina Kang, Hee Kyung Yang, Young Jae Kim, Jeong-Min Hwang, Yeoun Jae Kim
Automated Mathematical Algorithm for Quantitative Measurement of Strabismus Based on Photographs of Nine Cardinal Gaze Positions. BioMed research international 2022 (2022)
Young Jae Kim
Machine Learning Model Based on Radiomic Features for Differentiation between COVID-19 and Pneumonia on Chest X-ray. Sensors (Basel, Switzerland) 22 (17) (2022)
Young Jae Kim, Yeoun Jae Kim
Detection and Weak Segmentation of Masses in Gray-Scale Breast Mammogram Images Using Deep Learning. Yonsei medical journal 63 (Suppl) (2022)
Young-Taek Park, JeongYun Park, Ji Soo Jeon, Young Jae Kim, Yeoun Jae Kim
Changes in Nurse Staffing Grades of Korean Hospitals during COVID-19 Pandemic. International journal of environmental research and public health 18 (11) (2021)
Young Jae Kim, Ji Soo Jeon, Seo-Eun Cho, Yeoun Jae Kim, Seung-Gul Kang
Prediction Models for Obstructive Sleep Apnea in Korean Adults Using Machine Learning Techniques. Diagnostics (Basel, Switzerland) 11 (4) (2021)
Young Jae Kim, Seung Ro Lee, Ja Young Choi, Yeoun Jae Kim
Using Convolutional Neural Network with Taguchi Parametric Optimization for Knee Segmentation from X-Ray Images. BioMed research international 2021 (2021)
Young Jae Kim
Machine Learning Models for Sarcopenia Identification Based on Radiomic Features of Muscles in Computed Tomography. International journal of environmental research and public health 18 (16) (2021)
Un-Yong Choi, Kyoung Tae Kim, Yeoun Jae Kim, Sang Heon Lim, Young Jae Kim, Seil Sohn, Seung Hun Sheen, Chan Young Heo, In-Bo Han
Safety and Tolerability of Stromal Vascular Fraction Combined with β-Tricalcium Phosphate in Posterior Lumbar Interbody Fusion: Phase I Clinical Trial. Cells 9 (10) (2020)
Young Jae Kim, Yeoun Jae Kim
[Development of an Optimized Deep Learning Model for Medical Imaging]. Taehan Yongsang Uihakhoe chi 81 (6) (2020)
Young Jae Kim, Bilegt Ganbold, Yeoun Jae Kim
Web-Based Spine Segmentation Using Deep Learning in Computed Tomography Images. Healthcare informatics research 26 (1) (2020)
Jieun Kil, Yeoun Jae Kim, Young Jae Kim, Hye Ryoung Koo, Jeong Seon Park
Deep Learning in Thyroid Ultrasonography to Predict Tumor Recurrence in Thyroid Cancers. Taehan Yongsang Uihakhoe chi 81 (5) (2020)
Youn I Choi, Sung Jin Park, Jun-Won Chung, Kyoung Oh Kim, Jae Hee Cho, Young Jae Kim, Kang Yoon Lee, Yeoun Jae Kim, Dong Kyun Park, Yoon Jae Kim
Development of Machine Learning Model to Predict the 5-Year Risk of Starting Biologic Agents in Patients with Inflammatory Bowel Disease (IBD): K-CDM Network Study. Journal of clinical medicine 9 (11) (2020)
Young Jae Kim, Hyun Ju Lee, Yeoun Jae Kim, Seung Hyun Lee
The Effect of CT Scan Parameters on the Measurement of CT Radiomic Features: A Lung Nodule Phantom Study. Computational and mathematical methods in medicine 2019 (2019)
Jun Su Jung, Sung Jin Park, Eun Young Kim, Kyoung-Sae Na, Young Jae Kim, Kwang Gi Kim
Prediction models for high risk of suicide in Korean adolescents using machine learning techniques. PloS one 14 (6) (2019)
Young Jae Kim, Yeoun Jae Kim
Automated Segmentation Methods of Drusen to Diagnose Age-Related Macular Degeneration Screening in Retinal Images. Computational and mathematical methods in medicine 2018 (2018)
Sa Ra Lee, Young Jae Kim, Yeoun Jae Kim
A Fast 3-Dimensional Magnetic Resonance Imaging Reconstruction for Surgical Planning of Uterine Myomectomy. Journal of Korean medical science 33 (2) (2018)
Jeong-Kweon Seo, Young Jae Kim, Yeoun Jae Kim, Ilah Shin, Jung Hee Shin, Jin Young Kwak
Differentiation of the Follicular Neoplasm on the Gray-Scale US by Image Selection Subsampling along with the Marginal Outline Using Convolutional Neural Network. BioMed research international 2017 (2017)
Young Jae Kim, Ji-Won Park, Jong Wan Kim, Chan-Soo Park, John Paul S Gonzalez, Seung Hyun Lee, Yeoun Jae Kim, Jae Hwan Oh
Computerized Automated Quantification of Subcutaneous and Visceral Adipose Tissue From Computed Tomography Scans: Development and Validation Study. JMIR medical informatics 4 (1) (2016)
Jung Im Kim, Hyun-Ju Lee, Young Jae Kim, Yeoun Jae Kim, Kyung Won Lee, Jae-Ho Lee, Hak Jong Lee, Won Woo Lee
Multiparametric monitoring of early response to antiangiogenic therapy: a sequential perfusion CT and PET/CT study in a rabbit VX2 tumor model. TheScientificWorldJournal 2014 (2014)

Young Jae Kim.css-eqlu8i{font-size:small;padding-left:4px;}

Publication Activity (10 Years)

Top Topics

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Young Jae Kim