출간논문 Published Papers
의료인공지능연구실 출간 논문 목록 (PubMed 기준) Publications from the Medical AI Lab (indexed in PubMed)
📚 총 70편Total 70 papers
2026 8편
1
A Novel Fusion Mechanism-Based Lightweight Efficient Convolutional Attention Network for Jute Pest Classification
Irfan Haider, M. Attique Khan, Saleha Masood, [...], Yongwon Cho, Yunyoung Nam
IET Image Processing DOI →
2
ProstAI-Net: A Federated Privacy-Preserving Deep Learning Framework for Sustainable Prostate Cancer Image Classification in Digital Pathology
Muhammad Arshad, Chengliang Wang, Refka Ghodhbani, [...] Yongwon Cho
International Journal of Computational Intelligence Systems DOI →
3
A Preliminary Study on Comparative Eye Tracking Analysis Using a Meta Quest Pro
Syed Ali Naqi Raza, Yongwon Cho, Si-An Lee, [...] Yunyoung Nam
INQUIRY PMID 41867040
4
A novel deep semantic- and vision-based self-attention architecture for skin cancer classification
Junaid Aftab, M. Attique Khan, Sobia Arshad, [...], Yongwon Cho, Yunyoung Nam
Digital Health PMID 41788664
5
Deep learning models for diagnosing mood disorders using integrated MRI and genetic data
Ahsan Aziz, Saelin Oh, Yuyoung Ji, [...] Yongwon Cho
PeerJ Computer Science DOI →
6
Feature Fusion and Explainable Deep Learning Framework for Intelligent Skin Disease Classification Using Clinical Dermatology Images
Muhammad Shafiq, Najia Saher, Bayan Alabdullah, [...] Yongwon Cho
International Journal of Computational Intelligence Systems DOI →
7
Improved Detection of Small (<2 cm) Hepatocellular Carcinoma via Deep Learning-Based Synthetic CT Hepatic Arteriography: A Multi-Center External Validation Study
Jung Won Kwak, Sung Bum Cho, Ki Choon Sim, [...] Yongwon Cho
Diagnostics PMID 41594319
8
A hybrid CNN-ViT based framework for automatic traffic actions detection in smart cities
Mucahit Karaduman, Neunggyu Han, Gülşah Karaduman, [...] Yunyoung Nam
PLOS One PMID 41544117
2025 10편
1
Beyond diagnosis: deep-learning-based analysis of hospitalization using abdominal radiographs in the emergency department
Yeo Eun Han, Yongwon Cho, Beom Jin Park, [...] Suk Keu Yeom
Abdominal Radiology PMID 41420745
2
An ensemble heterogeneous transformer model for an effective diagnosis of multiple plant diseases
Ponugoti Kalpana, Pradeepini Gera, Eatedal Alabdulkreem, [...] Yunyoung Nam
Frontiers in Plant Science PMID 41415655
3
An optimized transfer learning approach integrating deep convolutional feature extractors for malaria parasite classification in erythrocyte microscopy
Kishor Kumar Reddy C, Anisha Pr, Ahlam Almushharaf, [...] Yunyoung Nam
Frontiers in Medicine PMID 41281309
4
CausalX-Net: a causality-guided explainable segmentation network for brain tumors
P. Suman Prakash, Patike Kiran Rao, M. Jahir Pasha, [...] Yunyoung Nam
Frontiers in Medicine PMID 41210853
5
Deep learning model using cross-sequence learning to identify orbital fractures in radiographs of patients under 20 years
Joohui Kim, Seungeun Lee, So Min Ahn, [...] Saelin Oh
Frontiers in Bioengineering and Biotechnology PMID 40964434
6
Enhanced Diagnosis of Chest X-Ray Using Hybrid Deep Learning Models and Feature Selection Techniques
Ahsan Aziz, Awais Khan, Yunyoung Nam, Yongwon Cho
Iranian Journal of Radiology DOI →
7
UANV: UNet-based attention network for thoracolumbar vertebral compression fracture angle measurement
Yurim Lee, Joohyun Kim, Kyu-Chong Lee, [...] Junseok W Hur
Scientific Reports PMID 40481023
8
Sentiment analysis of students' CQI: A comparative study using Textom and ChatGPT models (3.5 and 4.0)
Joungmin Kim, Dohyun Kim, Yongwon Cho
International Journal of Innovative Research and Scientific Studies DOI →
9
Deep learning-based automated guide for defining a standard imaging plane for developmental dysplasia of the hip screening using ultrasonography: a retrospective imaging analysis
Kyung-Sik Ahn, Ji Hye Choi, Heejou Kwon, [...] Woo Young Jang
BMC Medical Informatics and Decision Making PMID 39966904
10
Applications of Artificial Intelligence in Pediatric Orthopedics, Oncology, and Foot and Ankle Disorders: Enhancing Diagnosis and Treatment Precision
Ahsan Aziz, Yongwon Cho, Woo Young Jang
The Journal of the Korean Orthopaedic Association DOI →
2024 7편
1
Hierarchical Relational Inference for Few-Shot Learning in 3D Left Atrial Segmentation
Xuejiao Li, Jun Chen, Heye Zhang, [...] Guang Yang
IEEE Transactions on Emerging Topics in Computational Intelligence DOI →
2
Adaptive dynamic inference for few-shot left atrium segmentation
Jun Chen, Xuejiao Li, Heye Zhang, [...] Guang Yang
Medical Image Analysis DOI →
3
Synthetic temporal bone CT generation from UTE-MRI using a cycleGAN-based deep learning model: advancing beyond CT-MR imaging fusion
Sung-Hye You, Yongwon Cho, Byungjun Kim, [...] Bo Kyu Kim
European Radiology PMID 39026063
4
Correction: Deep learning model for differentiating nasal cavity masses based on nasal endoscopy images
Junhu Tai, Munsoo Han, Bo Yoon Choi, [...] Tae Hoon Kim
BMC Medical Informatics and Decision Making PMID 38831373
5
Deep learning model for differentiating nasal cavity masses based on nasal endoscopy images
Junhu Tai, Munsoo Han, Bo Yoon Choi, [...] Tae Hoon Kim
BMC Medical Informatics and Decision Making PMID 38811961
6
Multimodal integration of neuroimaging and genetic data for the diagnosis of mood disorders based on computer vision models
Seungeun Lee, Yongwon Cho, Yuyoung Ji, [...] Yoonjung Yoonie Joo
Journal of Psychiatric Research PMID 38382238
7
Development and multicenter validation of deep convolutional neural network-based detection of colorectal cancer on abdominal CT
Yongwon Cho
European Radiology DOI →
2023 10편
1
General Overview of Artificial Intelligence for Interstitial Cystitis in Urology
Yongwon Cho, Jong Mok Park, Seunghyun Youn
International Neurourology Journal DOI →
2
Deep Learning-Based Synthetic TOF-MRA Generation Using Time-Resolved MRA in Fast Stroke Imaging
Sung-Hye You, Yongwon Cho, Byungjun Kim, [...] Sang Eun Park
American Journal of Neuroradiology DOI →
3
Tumor Heterogeneity of Breast Cancer Assessed with Computed Tomography Texture Analysis: Association with Disease-Free Survival and Clinicopathological Prognostic Factor
Hyeongyu Yoo, Kyu Ran Cho, Sung Eun Song, [...] Kihoon Sung
Diagnostics DOI →
4
Development and validation of CT-based radiomics model of PET-negative residual CT masses: a potential biomarker for predicting relapse-free survival in non-Hodgkin lymphoma patients showing complete metabolic response
Seung Ha Cha, Ka-Won Kang, Na Yeon Han, [...] Hwa Jung Sung
Abdominal Radiology DOI →
5
Deep-Learning-Based Automated Rotator Cuff Tear Screening in Three Planes of Shoulder MRI
Kyu-Chong Lee, Yongwon Cho, Kyung-Sik Ahn, [...] Chang Ho Kang
Diagnostics DOI →
6
Machine Learning-Based Magnetic Resonance Radiomics Analysis for Predicting Low- and High-Grade Clear Cell Renal Cell Carcinoma
Ki Choon Sim, Na Yeon Han, Yongwon Cho, [...] Yeo Eun Han
Journal of Computer Assisted Tomography DOI →
7
Prediction of Axillary Lymph Node Metastasis in Early-stage Triple-Negative Breast Cancer Using Multiparametric and Radiomic Features of Breast MRI
Sung Eun Song, Ok Hee Woo, Yongwon Cho, [...] Ju Won Kim
Academic Radiology DOI →
8
Intravesical Bladder Treatment and Deep Learning Applications to Improve Irritative Voiding Symptoms Caused by Interstitial Cystitis: A Literature Review
Yongwon Cho, Seunghyun Youn
International Neurourology Journal DOI →
9
Aortic Annulus Detection Based on Deep Learning for Transcatheter Aortic Valve Replacement Using Cardiac Computed Tomography
Yongwon Cho, Soojung Park, Sung Ho Hwang, [...] Guang Yang
Journal of Korean Medical Science DOI →
10
Value of Breast MRI and Nomogram After Negative Axillary Ultrasound for Predicting Axillary Lymph Node Metastasis in Patients With Clinically T1-2 N0 Breast Cancer
Sung Eun Song, Kyu Ran Cho, Yongwon Cho, [...] Bo Kyoung Seo
Journal of Korean Medical Science DOI →
2022 14편
1
Using a convolutional neural network model to derive imaging landmarks for lumbar spine numbering on axial magnetic resonance images
Heewon Yoon, Yongwon Cho, Kyung-Sik Ahn, [...] Beom Jin Park
International Journal of Imaging Systems and Technology DOI →
2
Dual-Layer Spectral CT of Pancreas Ductal Adenocarcinoma: Can Virtual Monoenergetic Images of the Portal Venous Phase Be an Alternative to the Pancreatic-Phase Scan?
Yeo Eun Han, Beom Jin Park, Deuk Jae Sung, [...] Hayeon Kim
Journal of the Belgian Society of Radiology DOI →
3
Hepatocellular carcinoma pathologic grade prediction using radiomics and machine learning models of gadoxetic acid-enhanced MRI: a two-center study
Yeo Eun Han, Yongwon Cho, Min-Ju Kim, [...] Bit Na Park
Abdominal Radiology DOI →
4
Identifying fragile calcifications of the aortic valve in transcatheter aortic valve replacement: iodine concentration of aortic valvular calcification by spectral CT
Soojung Park, Yongwon Cho, Yu-Whan Oh, [...] Sung Ho Hwang
European Radiology DOI →
5
Prediction of Mortality after Burn Surgery in Critically Ill Burn Patients Using Machine Learning Models
Ji Hyun Park, Yongwon Cho, Donghyeok Shin, Seong-Soo Choi
Journal of Personalized Medicine DOI →
6
A Body Navigation-Loaded Ultrasound Acquisition Technology: A Pilot Comparison with Conventional Ultrasound
Ki Choon Sim, Beom Jin Park, Byungjun Kim, [...] Yongwon Cho
Iranian Journal of Radiology DOI →
7
Computer-aided Hepatocellular Carcinoma Detection on the Hepatobiliary Phase of Gadoxetic Acid-enhanced Magnetic Resonance Imaging using a Convolutional Neural Network: Feasibility Evaluation with Multi-sequence Data
Yongwon Cho, Yeo Eun Han, Min-Ju Kim, [...] Yang Shin Park
Computer Methods and Programs in Biomedicine DOI →
8
Diagnostic Feasibility of Magnetic Resonance Elastography Radiomics Analysis for the Assessment of Hepatic Fibrosis in Patients With Nonalcoholic Fatty Liver Disease
Ki Choon Sim, Min-Ju Kim, Yongwon Cho, [...] Yoo Jin Lee
Journal of Computer Assisted Tomography DOI →
9
Lumbar Spine Computed Tomography to Magnetic Resonance Imaging Synthesis Using Generative Adversarial Network: Visual Turing Test
Ki-Taek Hong, Yongwon Cho, Changho Kang, [...] Euddeum Shim
Diagnostics DOI →
10
Synthetic Time of Flight Magnetic Resonance Angiography Generation Model Based on Cycle-Consistent Generative Adversarial Network Using PETRA-MRA in the Patients With Treated Intracranial Aneurysm
Sung-Hye You, Yongwon Cho, Byungjun Kim, [...] Sang Eun Park
Journal of Magnetic Resonance Imaging DOI →
11
Radiomics Analysis of Magnetic Resonance Proton Density Fat Fraction for the Diagnosis of Hepatic Steatosis in Patients With Suspected Non-Alcoholic Fatty Liver Disease
Ki Choon Sim, Min-Ju Kim, Yongwon Cho, [...] Yoo Jin Lee
Journal of Korean Medical Science DOI →
12
Left Ventricular Remodeling After Catheter Ablation of Atrial Fibrillation: Changes of Myocardial Extracellular Volume Fraction by Cardiac MRI
Sang-Un Kim, Soojung Park, Hyungjoon Cho, [...] Sung Ho Hwang
Investigative Magnetic Resonance Imaging DOI →
13
Efficient Segmentation for Left Atrium With Convolution Neural Network Based on Active Learning in Late Gadolinium Enhancement Magnetic Resonance Imaging
Yongwon Cho, Hyungjoon Cho, Jaemin Shim, [...] Sung Ho Hwang
Journal of Korean Medical Science DOI →
14
Cardiac MRI Based Left Atrial Radiomics for Assessing Persistent Atrial Fibrillation and Catheter Ablation Outcomes
Soojung Park, Yongwon Cho, Guan Yang, [...] Sung Ho Hwang
SSRN Electronic Journal DOI →
2021 6편
1
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, [...] In Seok Song
BMC Oral Health DOI →
2
Active Learning for Efficient Segmentation of Liver with Convolutional Neural Network-Corrected Labeling in Magnetic Resonance Imaging-Derived Proton Density Fat Fraction
Yongwon Cho, Min-Ju Kim, Beom Jin Park, [...] Na Yeon Han
Journal of Digital Imaging DOI →
3
Machine learning with multiparametric breast MRI for prediction of Ki-67 and histologic grade in early-stage luminal breast cancer
Sung Eun Song, Kyu Ran Cho, Yongwon Cho, [...] Ok Hee Woo
European Radiology DOI →
4
Optimal number of strong labels for curriculum learning with convolutional neural network to classify pulmonary abnormalities in chest radiographs
Yongwon Cho, Beomhee Park, Sang Min Lee, [...] Namkug Kim
Computers in Biology and Medicine DOI →
5
Deep convolution neural networks to differentiate between COVID-19 and other pulmonary abnormalities on chest radiographs: Evaluation using internal and external datasets
Yongwon Cho, Sung Ho Hwang, Yu-Whan Oh, [...] Beom Jin Park
International Journal of Imaging Systems and Technology DOI →
6
Deep Active Learning for Automatic Segmentation of Maxillary Sinus Lesions Using a Convolutional Neural Network
Seok-Ki Jung, Ho-Kyung Lim, Seungjun Lee, [...] In Seok Song
Diagnostics DOI →
2020 5편
1
Evaluation of Left Atrial Appendage Isolation Using Cardiac MRI after Catheter Ablation of Atrial Fibrillation: Paradox of Appendage Reservoir
Hyungjoon Cho, Yongwon Cho, Jaemin Shim, [...] Sung Ho Hwang
Korean Journal of Radiology DOI →
2
Deep chest X-ray: Detection and classification of lesions based on deep convolutional neural networks
Yongwon Cho, Sang Min Lee, Young-Hoon Cho, [...] Joon Beom Seo
International Journal of Imaging Systems and Technology DOI →
3
Reproducibility of abnormality detection on chest radiographs using convolutional neural network in paired radiographs obtained within a short-term interval
Yongwon Cho, Younggon Kim, Sang Min Lee, [...] Namkug Kim
Scientific Reports DOI →
4
Deep Learning in Medical Imaging
Mingyu Kim, Jihye Yun, Yongwon Cho, [...] Namkug Kim
Neurospine DOI →
5
Enhancement of Surgical Hand Gesture Recognition Using a Capsule Network for a Contactless Interface in the Operating Room
A-reum Lee, Yongwon Cho, Seongho Jin, Namkug Kim
Computer Methods and Programs in Biomedicine DOI →
2019 7편
1
Deep Learning in Medical Imaging
Mingyu Kim, Jihye Yun, Yongwon Cho, [...] Namkug Kim
Neurospine DOI →
2
Short-term Reproducibility of Pulmonary Nodule and Mass Detection in Chest Radiographs: Comparison among Radiologists and Four Different Computer-Aided Detections with Convolutional Neural Net
Younggon Kim, Yongwon Cho, Chen-jiang Wu, [...] Namkug Kim
Scientific Reports DOI →
3
A Curriculum Learning Strategy to Enhance the Accuracy of Classification of Various Lesions in Chest-PA X-ray Screening for Pulmonary Abnormalities
Beomhee Park, Yongwon Cho, Lee Gaeun, [...] Namkug Kim
Scientific Reports DOI →
4
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, [...] Namkug Kim
Computer Methods and Programs in Biomedicine DOI →
5
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, [...] Joon Beom Seo
Journal of Digital Imaging DOI →
6
A Fully Automated System Using A Convolutional Neural Network to Predict Renal Allograft Rejection: Extra-validation with Giga-pixel Immunostained Slides
Younggon Kim, Gyuheon Choi, Heounjeong Go, [...] Namkug Kim
Scientific Reports DOI →
7
Application of deep learning-based computer-aided detection system: detecting pneumothorax on chest radiograph after biopsy
Sohee Park, Sang Min Lee, Namkug Kim, [...] Joon Beom Seo
European Radiology DOI →
2018 1편
1
Enhancement of Gesture Recognition for Contactless Interface Using a Personalized Classifier in the Operating Room
Yongwon Cho, Areum Lee, Jongha Park, [...] Namkug Kim
Computer Methods and Programs in Biomedicine DOI →
2017 1편
1
Deep Learning in Medical Imaging: General Overview
June-Goo Lee, Sanghoon Jun, Yongwon Cho, [...] Namkug Kim
Korean Journal of Radiology DOI →
2008 1편
1
SmartBuckle: human activity recognition using a 3-axis accelerometer and a wearable camera
Yongwon Cho, Yunyoung Nam, Yoo-Joo Choi, We-Duke Cho
DOI →