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1.
Increased confidence of radiomics facilitating pretherapeutic differentiation of BRAF-altered pediatric low-grade glioma.
Eur Radiol;
34(4): 2772-2781, 2024 Apr.
Artículo
en Inglés
| MEDLINE | ID: mdl-37803212
2.
Correlative Assessment of Machine Learning-Based Cobb Angle Measurements and Human-Based Measurements in Adolescent Idiopathic and Congenital Scoliosis.
Can Assoc Radiol J;
: 8465371241231577, 2024 Mar 27.
Artículo
en Inglés
| MEDLINE | ID: mdl-38538619
3.
Automated Adolescence Scoliosis Detection Using Augmented U-Net With Non-square Kernels.
Can Assoc Radiol J;
74(4): 667-675, 2023 Nov.
Artículo
en Inglés
| MEDLINE | ID: mdl-36949410
4.
Radiomic Features Based on MRI Predict Progression-Free Survival in Pediatric Diffuse Midline Glioma/Diffuse Intrinsic Pontine Glioma.
Can Assoc Radiol J;
74(1): 119-126, 2023 Feb.
Artículo
en Inglés
| MEDLINE | ID: mdl-35768942
5.
Can machine learning radiomics provide pre-operative differentiation of combined hepatocellular cholangiocarcinoma from hepatocellular carcinoma and cholangiocarcinoma to inform optimal treatment planning?
Eur Radiol;
31(1): 244-255, 2021 Jan.
Artículo
en Inglés
| MEDLINE | ID: mdl-32749585
6.
Radiomics, machine learning, and artificial intelligence-what the neuroradiologist needs to know.
Neuroradiology;
63(12): 1957-1967, 2021 Dec.
Artículo
en Inglés
| MEDLINE | ID: mdl-34537858
7.
A Comprehensive Study of Data Augmentation Strategies for Prostate Cancer Detection in Diffusion-Weighted MRI Using Convolutional Neural Networks.
J Digit Imaging;
34(4): 862-876, 2021 08.
Artículo
en Inglés
| MEDLINE | ID: mdl-34254200
8.
Using decision curve analysis to benchmark performance of a magnetic resonance imaging-based deep learning model for prostate cancer risk assessment.
Eur Radiol;
30(12): 6867-6876, 2020 Dec.
Artículo
en Inglés
| MEDLINE | ID: mdl-32591889
9.
Identification of Multiclass Pediatric Low-Grade Neuroepithelial Tumor Molecular Subtype with ADC MR Imaging and Machine Learning.
AJNR Am J Neuroradiol;
2024 Apr 11.
Artículo
en Inglés
| MEDLINE | ID: mdl-38604736
10.
Exploring potential barriers in equitable access to pediatric diagnostic imaging using machine learning.
Front Public Health;
11: 968319, 2023.
Artículo
en Inglés
| MEDLINE | ID: mdl-36908403
11.
Using Machine Learning and Silver Nanoparticle-Based Surface-Enhanced Raman Spectroscopy for Classification of Cardiovascular Disease Biomarkers.
ACS Appl Nano Mater;
6(17): 15385-15396, 2023 Sep 08.
Artículo
en Inglés
| MEDLINE | ID: mdl-37706067
12.
Improving disease classification performance and explainability of deep learning models in radiology with heatmap generators.
Front Radiol;
2: 991683, 2022.
Artículo
en Inglés
| MEDLINE | ID: mdl-37492678
13.
A Modified AUC for Training Convolutional Neural Networks: Taking Confidence Into Account.
Front Artif Intell;
4: 582928, 2021.
Artículo
en Inglés
| MEDLINE | ID: mdl-34917933
14.
A Transfer Learning-Based Active Learning Framework for Brain Tumor Classification.
Front Artif Intell;
4: 635766, 2021.
Artículo
en Inglés
| MEDLINE | ID: mdl-34079932
15.
A Pre-TACE Radiomics Model to Predict HCC Progression and Recurrence in Liver Transplantation: A Pilot Study on a Novel Biomarker.
Transplantation;
105(11): 2435-2444, 2021 11 01.
Artículo
en Inglés
| MEDLINE | ID: mdl-33982917
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