Detalhe da pesquisa
1.
Providing clinical context to the spatio-temporal analysis of 4D CT perfusion to predict acute ischemic stroke lesion outcomes.
J Biomed Inform
; 149: 104567, 2024 01.
Artigo
em Inglês
| MEDLINE | ID: mdl-38096945
2.
Multimodal biological brain age prediction using magnetic resonance imaging and angiography with the identification of predictive regions.
Hum Brain Mapp
; 43(8): 2554-2566, 2022 06 01.
Artigo
em Inglês
| MEDLINE | ID: mdl-35138012
3.
An Analysis of the Vulnerability of Two Common Deep Learning-Based Medical Image Segmentation Techniques to Model Inversion Attacks.
Sensors (Basel)
; 21(11)2021 Jun 04.
Artigo
em Inglês
| MEDLINE | ID: mdl-34199735
4.
Semantically Guided Large Deformation Estimation with Deep Networks.
Sensors (Basel)
; 20(5)2020 Mar 04.
Artigo
em Inglês
| MEDLINE | ID: mdl-32143297
5.
Fully Automatic Landmarking of Syndromic 3D Facial Surface Scans Using 2D Images.
Sensors (Basel)
; 20(11)2020 Jun 03.
Artigo
em Inglês
| MEDLINE | ID: mdl-32503190
6.
Annotation-free prediction of treatment-specific tissue outcome from 4D CT perfusion imaging in acute ischemic stroke.
Comput Med Imaging Graph
; 114: 102376, 2024 06.
Artigo
em Inglês
| MEDLINE | ID: mdl-38537536
7.
Exploiting macro- and micro-structural brain changes for improved Parkinson's disease classification from MRI data.
NPJ Parkinsons Dis
; 10(1): 43, 2024 Feb 26.
Artigo
em Inglês
| MEDLINE | ID: mdl-38409244
8.
A multi-center distributed learning approach for Parkinson's disease classification using the traveling model paradigm.
Front Artif Intell
; 7: 1301997, 2024.
Artigo
em Inglês
| MEDLINE | ID: mdl-38384277
9.
Identifying Biases in a Multicenter MRI Database for Parkinson's Disease Classification: Is the Disease Classifier a Secret Site Classifier?
IEEE J Biomed Health Inform
; 28(4): 2047-2054, 2024 Apr.
Artigo
em Inglês
| MEDLINE | ID: mdl-38198251
10.
The causal link between cardiometabolic risk factors and gray matter atrophy: An exploratory study.
Heliyon
; 9(11): e21567, 2023 Nov.
Artigo
em Inglês
| MEDLINE | ID: mdl-38027770
11.
Dementia in Convolutional Neural Networks: Using Deep Learning Models to Simulate Neurodegeneration of the Visual System.
Neuroinformatics
; 21(1): 45-55, 2023 01.
Artigo
em Inglês
| MEDLINE | ID: mdl-36083416
12.
Image-encoded biological and non-biological variables may be used as shortcuts in deep learning models trained on multisite neuroimaging data.
J Am Med Inform Assoc
; 30(12): 1925-1933, 2023 11 17.
Artigo
em Inglês
| MEDLINE | ID: mdl-37669158
13.
Lesion-preserving unpaired image-to-image translation between MRI and CT from ischemic stroke patients.
Int J Comput Assist Radiol Surg
; 18(5): 827-836, 2023 May.
Artigo
em Inglês
| MEDLINE | ID: mdl-36607506
14.
Explainable classification of Parkinson's disease using deep learning trained on a large multi-center database of T1-weighted MRI datasets.
Neuroimage Clin
; 38: 103405, 2023.
Artigo
em Inglês
| MEDLINE | ID: mdl-37079936
15.
Simulation of neuroplasticity in a CNN-based in-silico model of neurodegeneration of the visual system.
Front Comput Neurosci
; 17: 1274824, 2023.
Artigo
em Inglês
| MEDLINE | ID: mdl-38105786
16.
Comparing 2D and 3D representations for face-based genetic syndrome diagnosis.
Eur J Hum Genet
; 31(9): 1010-1016, 2023 09.
Artigo
em Inglês
| MEDLINE | ID: mdl-36750664
17.
Localized Statistical Shape Models for Large-Scale Problems With Few Training Data.
IEEE Trans Biomed Eng
; 69(9): 2947-2957, 2022 09.
Artigo
em Inglês
| MEDLINE | ID: mdl-35271438
18.
Fairness-related performance and explainability effects in deep learning models for brain image analysis.
J Med Imaging (Bellingham)
; 9(6): 061102, 2022 Nov.
Artigo
em Inglês
| MEDLINE | ID: mdl-36046104
19.
Predicting treatment-specific lesion outcomes in acute ischemic stroke from 4D CT perfusion imaging using spatio-temporal convolutional neural networks.
Med Image Anal
; 82: 102610, 2022 11.
Artigo
em Inglês
| MEDLINE | ID: mdl-36103772
20.
Multimodal brain age prediction fusing morphometric and imaging data and association with cardiovascular risk factors.
Front Neurol
; 13: 979774, 2022.
Artigo
em Inglês
| MEDLINE | ID: mdl-36588902