Multimodal deep learning model for prediction of prognosis in central nervous system inflammation Open Access.
- Published in:
- Brain Communications, 2025, v. 7, n. 3, p. 1, doi. 10.1093/braincomms/fcaf179
- By:
- Publication type:
- Article
Works by Sohn, Beomseok
Results: 33
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2
Radiomics using non-contrast CT to predict hemorrhagic transformation risk in stroke patients undergoing revascularization.
- Published in:
- European Radiology, 2024, v. 34, n. 9, p. 6005, doi. 10.1007/s00330-024-10618-6
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- Publication type:
- Article
3
Prediction of hemorrhagic transformation in acute ischemic stroke: a never-ending endeavor.
- Published in:
- 2024
- By:
- Publication type:
- Editorial
4
Prediction of cerebral hemorrhagic transformation after thrombectomy using a deep learning of dual-energy CT.
- Published in:
- European Radiology, 2024, v. 34, n. 6, p. 3840, doi. 10.1007/s00330-023-10432-6
- By:
- Publication type:
- Article
5
Multiparametric MRI–based radiomics model for predicting human papillomavirus status in oropharyngeal squamous cell carcinoma: optimization using oversampling and machine learning techniques.
- Published in:
- European Radiology, 2024, v. 34, n. 5, p. 3102, doi. 10.1007/s00330-023-10338-3
- By:
- Publication type:
- Article
6
Natural language processing to predict isocitrate dehydrogenase genotype in diffuse glioma using MR radiology reports.
- Published in:
- European Radiology, 2023, v. 33, n. 11, p. 8017, doi. 10.1007/s00330-023-10061-z
- By:
- Publication type:
- Article
7
Term equivalent age brain MRI of preterm newborns: gathering the pieces for prognostication.
- Published in:
- European Radiology, 2023, v. 33, n. 10, p. 7338, doi. 10.1007/s00330-023-09885-6
- By:
- Publication type:
- Article
8
A deep learning algorithm may automate intracranial aneurysm detection on MR angiography with high diagnostic performance.
- Published in:
- European Radiology, 2020, v. 30, n. 11, p. 5785, doi. 10.1007/s00330-020-06966-8
- By:
- Publication type:
- Article
9
MRI-detected extramural vascular invasion is an independent prognostic factor for synchronous metastasis in patients with rectal cancer.
- Published in:
- European Radiology, 2015, v. 25, n. 5, p. 1347, doi. 10.1007/s00330-014-3527-9
- By:
- Publication type:
- Article
10
Real-world application of a 3D deep learning model for detecting and localizing cerebral microbleeds.
- Published in:
- Acta Neurochirurgica, 2024, v. 166, n. 1, p. 1, doi. 10.1007/s00701-024-06267-9
- By:
- Publication type:
- Article
11
Development and Validation of an MRI-Based Brain Volumetry Model Predicting Poor Psychomotor Outcomes in Preterm Neonates.
- Published in:
- Journal of Clinical Medicine, 2025, v. 14, n. 6, p. 1996, doi. 10.3390/jcm14061996
- By:
- Publication type:
- Article
12
A human brain atlas of χ‐separation for normative iron and myelin distributions.
- Published in:
- NMR in Biomedicine, 2024, v. 37, n. 12, p. 1, doi. 10.1002/nbm.5226
- By:
- Publication type:
- Article
13
Atrophy of cerebellum Crus I indicates poor outcome of cochlear implantation in the elderly.
- Published in:
- Scientific Reports, 2025, v. 15, n. 1, p. 1, doi. 10.1038/s41598-024-78322-5
- By:
- Publication type:
- Article
14
MRI‐Based Radiomics Approach for Differentiating Juvenile Myoclonic Epilepsy from Epilepsy with Generalized Tonic–Clonic Seizures Alone.
- Published in:
- Journal of Magnetic Resonance Imaging, 2024, v. 60, n. 1, p. 281, doi. 10.1002/jmri.29024
- By:
- Publication type:
- Article
15
Intestinal lesions in pediatric Crohn disease: comparative detectability among pulse sequences at MR enterography.
- Published in:
- Pediatric Radiology, 2014, v. 44, n. 7, p. 821, doi. 10.1007/s00247-014-2902-7
- By:
- Publication type:
- Article
16
Dynamic contrast-enhanced MRI radiomics model predicts epidermal growth factor receptor amplification in glioblastoma, IDH-wildtype.
- Published in:
- Journal of Neuro-Oncology, 2023, v. 164, n. 2, p. 341, doi. 10.1007/s11060-023-04435-y
- By:
- Publication type:
- Article
17
Radiomics-based prediction of multiple gene alteration incorporating mutual genetic information in glioblastoma and grade 4 astrocytoma, IDH-mutant.
- Published in:
- Journal of Neuro-Oncology, 2021, v. 155, n. 3, p. 267, doi. 10.1007/s11060-021-03870-z
- By:
- Publication type:
- Article
18
The influence of pituitary volume on the growth response in growth hormone-treated children with growth hormone deficiency or idiopathic short stature.
- Published in:
- Annals of Pediatric Endocrinology & Metabolism, 2024, v. 29, n. 2, p. 95, doi. 10.6065/apem.2346052.026
- By:
- Publication type:
- Article
19
Development and Validation of a Prediction Model Using Sella Magnetic Resonance Imaging–Based Radiomics and Clinical Parameters for the Diagnosis of Growth Hormone Deficiency and Idiopathic Short Stature: Cross-Sectional, Multicenter Study.
- Published in:
- Journal of Medical Internet Research, 2024, v. 26, p. 1, doi. 10.2196/54641
- By:
- Publication type:
- Article
20
The Inferior Cerebellar Peduncle Sign: A Novel Imaging Marker for Differentiating Multiple System Atrophy Cerebellar Type from Spinocerebellar Ataxia.
- Published in:
- American Journal of Neuroradiology, 2025, v. 46, n. 6, p. 1223, doi. 10.3174/ajnr.A8623
- By:
- Publication type:
- Article
21
Machine Learning Based Radiomic HPV Phenotyping of Oropharyngeal SCC: A Feasibility Study Using MRI.
- Published in:
- Laryngoscope, 2021, v. 131, n. 3, p. E851, doi. 10.1002/lary.28889
- By:
- Publication type:
- Article
22
Response to “Radiomic Models for Diagnosing Juvenile Myoclonic Epilepsy Should Note Its Genetic Heterogeneity”.
- Published in:
- Korean Journal of Radiology, 2023, v. 24, n. 2, p. 168, doi. 10.3348/kjr.2022.1000
- By:
- Publication type:
- Article
23
Development and Testing of a Machine Learning Model Using <sup>18</sup>F-Fluorodeoxyglucose PET/CT-Derived Metabolic Parameters to Classify Human Papillomavirus Status in Oropharyngeal Squamous Carcinoma.
- Published in:
- Korean Journal of Radiology, 2023, v. 24, n. 1, p. 51, doi. 10.3348/kjr.2022.0397
- By:
- Publication type:
- Article
24
Development and Validation of MRI-Based Radiomics Models for Diagnosing Juvenile Myoclonic Epilepsy.
- Published in:
- Korean Journal of Radiology, 2022, v. 23, n. 12, p. 1281, doi. 10.3348/kjr.2022.0539
- By:
- Publication type:
- Article
25
Is there an additive value of 18 F-FDG PET-CT to CT/MRI for detecting nodal metastasis in oropharyngeal squamous cell carcinoma patients with palpably negative neck?
- Published in:
- 2016
- By:
- Publication type:
- journal article
26
Need for Transparency and Clinical Interpretability in Hemorrhagic Stroke Artificial Intelligence Research: Promoting Effective Clinical Application.
- Published in:
- Yonsei Medical Journal, 2024, v. 65, n. 10, p. 611, doi. 10.3349/ymj.2024.0007
- By:
- Publication type:
- Article
27
Development and Multicenter, Multiprotocol Validation of Neural Network for Aberrant Right Subclavian Artery Detection.
- Published in:
- Yonsei Medical Journal, 2024, v. 65, n. 9, p. 527, doi. 10.3349/ymj.2023.0590
- By:
- Publication type:
- Article
28
<sup>18</sup>F-FDG PET/CT Parameters Enhance MRI Radiomics for Predicting Human Papilloma Virus Status in Oropharyngeal Squamous Cell Carcinoma.
- Published in:
- Yonsei Medical Journal, 2023, v. 64, n. 12, p. 738, doi. 10.3349/ymj.2023.0187
- By:
- Publication type:
- Article
29
A Radiomics-Based Model with the Potential to Differentiate Growth Hormone Deficiency and Idiopathic Short Stature on Sella MRI.
- Published in:
- Yonsei Medical Journal, 2022, v. 63, n. 9, p. 856, doi. 10.3349/ymj.2022.63.9.856
- By:
- Publication type:
- Article
30
A Deep Learning Model with High Standalone Performance for Diagnosis of Unruptured Intracranial Aneurysm.
- Published in:
- Yonsei Medical Journal, 2021, v. 62, n. 11, p. 1052, doi. 10.3349/ymj.2021.62.11.1052
- By:
- Publication type:
- Article
31
Squamous Cell Carcinoma and Lymphoma of the Oropharynx: Differentiation Using a Radiomics Approach.
- Published in:
- Yonsei Medical Journal, 2020, v. 61, n. 10, p. 895, doi. 10.3349/ymj.2020.61.10.895
- By:
- Publication type:
- Article
32
Focal Fat Deposition Developed in the Segment IV of the Liver Following Gastrectomy Mimicking a Hepatic Metastasis: Two Case Reports.
- Published in:
- 2012
- By:
- Publication type:
- Case Study
33
Clinical Usefulness of [18F]FDG PET-CT and CT/MRI for Detecting Nodal Metastasis in Patients with Hypopharyngeal Squamous Cell Carcinoma.
- Published in:
- Annals of Surgical Oncology: An Oncology Journal for Surgeons, 2015, v. 22, n. 3, p. 994, doi. 10.1245/s10434-014-4062-2
- By:
- Publication type:
- Article