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Radiomic features and multilayer perceptron network classifier: a robust MRI classification strategy for distinguishing glioblastoma from primary central nervous system lymphoma

Scientific reports, 2019-04, Vol.9 (1), p.5746-5746, Article 5746

2019

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Diffusion and perfusion MRI radiomics obtained from deep learning segmentation provides reproducible and comparable diagnostic model to human in post-treatment glioblastoma

European radiology, 2021-05, Vol.31 (5), p.3127-3137

2021

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Machine learning approach for differentiating cytomegalovirus esophagitis from herpes simplex virus esophagitis

Scientific reports, 2021-02, Vol.11 (1), p.3672-3672, Article 3672

2021

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Author Correction: Active learning for accuracy enhancement of semantic segmentation with CNN-corrected label curations: Evaluation on kidney segmentation in abdominal CT

Scientific reports, 2022-03, Vol.12 (1), p.4500-4500, Article 4500

2022

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Oropharyngeal squamous cell carcinoma: radiomic machine-learning classifiers from multiparametric MR images for determination of HPV infection status

Scientific reports, 2020-10, Vol.10 (1), p.17525, Article 17525

2020

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Active learning for accuracy enhancement of semantic segmentation with CNN-corrected label curations: Evaluation on kidney segmentation in abdominal CT

Scientific reports, 2020-01, Vol.10 (1), p.366-366, Article 366

2020

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Improvement of semantic segmentation through transfer learning of multi-class regions with convolutional neural networks on supine and prone breast MRI images

Scientific reports, 2023-04, Vol.13 (1), p.6877-6877, Article 6877

2023

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Automated detection of intracranial aneurysms using skeleton-based 3D patches, semantic segmentation, and auxiliary classification for overcoming data imbalance in brain TOF-MRA

Scientific reports, 2023-07, Vol.13 (1), p.12018-12018, Article 12018

2023

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Updated Primer on Generative Artificial Intelligence and Large Language Models in Medical Imaging for Medical Professionals

Korean Journal of Radiology, 2024, 25(3), , pp.224-242

2024

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Fully automated condyle segmentation using 3D convolutional neural networks

Scientific reports, 2022-11, Vol.12 (1), p.20590-20590, Article 20590

2022

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Development and Validation of a Model Using Radiomics Features from an Apparent Diffusion Coefficient Map to Diagnose Local Tumor Recurrence in Patients Treated for Head and Neck Squamous Cell Carcinoma

Korean journal of radiology, 2022-11, Vol.23 (11), p.1078-1088

2022

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Myocardial territory segmentation on coronary computed tomography angiography images: Comparison between projection and non-projection methods in a pig model

Informatics in medicine unlocked, 2020, Vol.19, p.100320, Article 100320

2020

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Machine Learning Approach to Identify Stroke Within 4.5 Hours

Stroke (1970), 2020-03, Vol.51 (3), p.860-866

2020

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Electron density dual-energy CT can improve the detection of lumbar disc herniation with higher image quality than standard and virtual non-calcium images

European radiology, 2024-05

2024

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Olecranon bone age assessment in puberty using a lateral elbow radiograph and a deep-learning model

European radiology, 2024-04

2024

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Updated Primer on Generative Artificial Intelligence and Large Language Models in Medical Imaging for Medical Professionals

Korean journal of radiology, 2024, Vol.25 (3), p.224-242

2024

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Development and Validation of a Model Using Radiomics Features from an Apparent Diffusion Coefficient Map to Diagnose Local Tumor Recurrence in Patients Treated for Head and Neck Squamous Cell Carcinoma

Korean journal of radiology, 2022-11, Vol.23 (11), p.1078-1088

2022

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Depression and suicide risk prediction models using blood-derived multi-omics data

Translational psychiatry, 2019-10, Vol.9 (1), p.262-8, Article 262

2019

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A comparative simulation of severe accident progressions by CINEMA and MAAP5

Nuclear engineering and design, 2023-04, Vol.404, p.112181, Article 112181

2023

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1203: HEPATITIS AND ALTERNATIVE AIRWAY DEVICE USE AS RISK FACTORS FOR PERIANESTHETIC DENTAL INJURY

Critical care medicine, 2016-12, Vol.44 (12 Suppl 1), p.376-376

2016

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Relation between plasma brain-derived neurotrophic factor and nerve growth factor in the male patients with alcohol dependence

Alcohol (Fayetteville, N.Y.), 2009-06, Vol.43 (4), p.265-269

2009

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A strain-absorbing design for tissue–machine interfaces using a tunable adhesive gel

Nature communications, 2014-12, Vol.5 (1), Article 5898

2014

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Increased transforming growth factor-beta1 in alcohol dependence

Journal of Korean Medical Science, 2009, 24(5), 132, pp.941-944

2009

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Recurrent Desaturation Events due to Opioid-Induced Chest Wall Rigidity after Low Dose Fentanyl Administration

Korean journal of critical care medicine, 2016-05, Vol.31 (2), p.118-122

2016

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Non-Convulsive Status Epilepticus following Liver Transplantation

Korean journal of critical care medicine, 2016-02, Vol.31 (1), p.49-53

2016

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Radiomic features and multilayer perceptron network classifier: a robust MRI classification strategy for distinguishing glioblastoma from primary central nervous system lymphoma

Diffusion and perfusion MRI radiomics obtained from deep learning segmentation provides reproducible and comparable diagnostic model to human in post-treatment glioblastoma

Machine learning approach for differentiating cytomegalovirus esophagitis from herpes simplex virus esophagitis

Author Correction: Active learning for accuracy enhancement of semantic segmentation with CNN-corrected label curations: Evaluation on kidney segmentation in abdominal CT

Oropharyngeal squamous cell carcinoma: radiomic machine-learning classifiers from multiparametric MR images for determination of HPV infection status

Active learning for accuracy enhancement of semantic segmentation with CNN-corrected label curations: Evaluation on kidney segmentation in abdominal CT

Improvement of semantic segmentation through transfer learning of multi-class regions with convolutional neural networks on supine and prone breast MRI images

Automated detection of intracranial aneurysms using skeleton-based 3D patches, semantic segmentation, and auxiliary classification for overcoming data imbalance in brain TOF-MRA

Updated Primer on Generative Artificial Intelligence and Large Language Models in Medical Imaging for Medical Professionals

Fully automated condyle segmentation using 3D convolutional neural networks

Development and Validation of a Model Using Radiomics Features from an Apparent Diffusion Coefficient Map to Diagnose Local Tumor Recurrence in Patients Treated for Head and Neck Squamous Cell Carcinoma

Myocardial territory segmentation on coronary computed tomography angiography images: Comparison between projection and non-projection methods in a pig model

Machine Learning Approach to Identify Stroke Within 4.5 Hours

Electron density dual-energy CT can improve the detection of lumbar disc herniation with higher image quality than standard and virtual non-calcium images

Olecranon bone age assessment in puberty using a lateral elbow radiograph and a deep-learning model

Updated Primer on Generative Artificial Intelligence and Large Language Models in Medical Imaging for Medical Professionals

Development and Validation of a Model Using Radiomics Features from an Apparent Diffusion Coefficient Map to Diagnose Local Tumor Recurrence in Patients Treated for Head and Neck Squamous Cell Carcinoma

Depression and suicide risk prediction models using blood-derived multi-omics data

A comparative simulation of severe accident progressions by CINEMA and MAAP5

1203: HEPATITIS AND ALTERNATIVE AIRWAY DEVICE USE AS RISK FACTORS FOR PERIANESTHETIC DENTAL INJURY

Relation between plasma brain-derived neurotrophic factor and nerve growth factor in the male patients with alcohol dependence

A strain-absorbing design for tissue–machine interfaces using a tunable adhesive gel

Increased transforming growth factor-beta1 in alcohol dependence

Recurrent Desaturation Events due to Opioid-Induced Chest Wall Rigidity after Low Dose Fentanyl Administration

Non-Convulsive Status Epilepticus following Liver Transplantation

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