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1.
Machine Learning Models for Prediction of Posttreatment Recurrence in Early-Stage Hepatocellular Carcinoma Using Pretreatment Clinical and MRI Features: A Proof-of-Concept Study.
AJR Am J Roentgenol
; 220(2): 245-255, 2023 02.
Artículo
en Inglés
| MEDLINE | ID: mdl-35975886
2.
Quantitative Automated Segmentation of Lipiodol Deposits on Cone-Beam CT Imaging Acquired during Transarterial Chemoembolization for Liver Tumors: A Deep Learning Approach.
J Vasc Interv Radiol
; 33(3): 324-332.e2, 2022 03.
Artículo
en Inglés
| MEDLINE | ID: mdl-34923098
3.
MR Imaging Biomarkers for the Prediction of Outcome after Radiofrequency Ablation of Hepatocellular Carcinoma: Qualitative and Quantitative Assessments of the Liver Imaging Reporting and Data System and Radiomic Features.
J Vasc Interv Radiol
; 33(7): 814-824.e3, 2022 07.
Artículo
en Inglés
| MEDLINE | ID: mdl-35460887
4.
Reliable prediction of survival in advanced-stage hepatocellular carcinoma treated with sorafenib: comparing 1D and 3D quantitative tumor response criteria on MRI.
Eur Radiol
; 31(5): 2737-2746, 2021 May.
Artículo
en Inglés
| MEDLINE | ID: mdl-33123796
5.
Admission computed tomography radiomic signatures outperform hematoma volume in predicting baseline clinical severity and functional outcome in the ATACH-2 trial intracerebral hemorrhage population.
Eur J Neurol
; 28(9): 2989-3000, 2021 09.
Artículo
en Inglés
| MEDLINE | ID: mdl-34189814
6.
PET/CT radiomics signature of human papilloma virus association in oropharyngeal squamous cell carcinoma.
Eur J Nucl Med Mol Imaging
; 47(13): 2978-2991, 2020 12.
Artículo
en Inglés
| MEDLINE | ID: mdl-32399621
7.
Effects of ambient conditions on the risk of pressure injuries in bedridden patients-multi-physics modelling of microclimate.
Int Wound J
; 15(3): 402-416, 2018 Jun.
Artículo
en Inglés
| MEDLINE | ID: mdl-29250903
8.
Reliable Prostate Cancer Risk Mapping From MRI Using Targeted and Systematic Core Needle Biopsy Histopathology.
IEEE Trans Biomed Eng
; 71(3): 1084-1091, 2024 Mar.
Artículo
en Inglés
| MEDLINE | ID: mdl-37874731
9.
Peri-hematomal edema shape features related to 3-month outcome in acute supratentorial intracerebral hemorrhage.
Eur Stroke J
; 9(2): 383-390, 2024 Jun.
Artículo
en Inglés
| MEDLINE | ID: mdl-38179883
10.
Impact of 18F-FDG PET Intensity Normalization on Radiomic Features of Oropharyngeal Squamous Cell Carcinomas and Machine Learning-Generated Biomarkers.
J Nucl Med
; 65(5): 803-809, 2024 May 01.
Artículo
en Inglés
| MEDLINE | ID: mdl-38514087
11.
Uncertainty-aware deep-learning model for prediction of supratentorial hematoma expansion from admission non-contrast head computed tomography scan.
NPJ Digit Med
; 7(1): 26, 2024 Feb 06.
Artículo
en Inglés
| MEDLINE | ID: mdl-38321131
12.
Radiomics-Based Prediction of Collateral Status from CT Angiography of Patients Following a Large Vessel Occlusion Stroke.
Diagnostics (Basel)
; 14(5)2024 Feb 23.
Artículo
en Inglés
| MEDLINE | ID: mdl-38472957
13.
Radiomic markers of intracerebral hemorrhage expansion on non-contrast CT: independent validation and comparison with visual markers.
Front Neurosci
; 17: 1225342, 2023.
Artículo
en Inglés
| MEDLINE | ID: mdl-37655013
14.
Predicting tumor recurrence on baseline MR imaging in patients with early-stage hepatocellular carcinoma using deep machine learning.
Sci Rep
; 13(1): 7579, 2023 05 10.
Artículo
en Inglés
| MEDLINE | ID: mdl-37165035
15.
Machine Learning Tools for Image-Based Glioma Grading and the Quality of Their Reporting: Challenges and Opportunities.
Cancers (Basel)
; 14(11)2022 May 25.
Artículo
en Inglés
| MEDLINE | ID: mdl-35681603
16.
Prediction of Adverse Pathology at Radical Prostatectomy in Grade Group 2 and 3 Prostate Biopsies Using Machine Learning.
JCO Clin Cancer Inform
; 6: e2200016, 2022 09.
Artículo
en Inglés
| MEDLINE | ID: mdl-36179281
17.
Machine Learning Models for Classifying High- and Low-Grade Gliomas: A Systematic Review and Quality of Reporting Analysis.
Front Oncol
; 12: 856231, 2022.
Artículo
en Inglés
| MEDLINE | ID: mdl-35530302
18.
CT angiographic radiomics signature for risk stratification in anterior large vessel occlusion stroke.
Neuroimage Clin
; 34: 103034, 2022.
Artículo
en Inglés
| MEDLINE | ID: mdl-35550243
19.
Machine Learning Applications for Differentiation of Glioma from Brain Metastasis-A Systematic Review.
Cancers (Basel)
; 14(6)2022 Mar 08.
Artículo
en Inglés
| MEDLINE | ID: mdl-35326526
20.
Dataset on acute stroke risk stratification from CT angiographic radiomics.
Data Brief
; 44: 108542, 2022 Oct.
Artículo
en Inglés
| MEDLINE | ID: mdl-36060820