Detalhe da pesquisa
1.
Data-driven modelling of neurodegenerative disease progression: thinking outside the black box.
Nat Rev Neurosci
; 25(2): 111-130, 2024 Feb.
Artigo
em Inglês
| MEDLINE | ID: mdl-38191721
2.
A foundation model for generalizable disease detection from retinal images.
Nature
; 622(7981): 156-163, 2023 Oct.
Artigo
em Inglês
| MEDLINE | ID: mdl-37704728
3.
Mortality surrogates in combined pulmonary fibrosis and emphysema.
Eur Respir J
; 63(4)2024 Apr.
Artigo
em Inglês
| MEDLINE | ID: mdl-37973176
4.
A data-driven study of Alzheimer's disease related amyloid and tau pathology progression.
Brain
; 146(12): 4935-4948, 2023 12 01.
Artigo
em Inglês
| MEDLINE | ID: mdl-37433038
5.
Identification of different MRI atrophy progression trajectories in epilepsy by subtype and stage inference.
Brain
; 146(11): 4702-4716, 2023 11 02.
Artigo
em Inglês
| MEDLINE | ID: mdl-37807084
6.
Transferability of Alzheimer's disease progression subtypes to an independent population cohort.
Neuroimage
; 271: 120005, 2023 05 01.
Artigo
em Inglês
| MEDLINE | ID: mdl-36907283
7.
Accurate Bayesian segmentation of thalamic nuclei using diffusion MRI and an improved histological atlas.
Neuroimage
; 274: 120129, 2023 07 01.
Artigo
em Inglês
| MEDLINE | ID: mdl-37088323
8.
Italian, European, and international neuroinformatics efforts: An overview.
Eur J Neurosci
; 57(12): 2017-2039, 2023 06.
Artigo
em Inglês
| MEDLINE | ID: mdl-36310103
9.
A framework for advancing sustainable magnetic resonance imaging access in Africa.
NMR Biomed
; 36(3): e4846, 2023 03.
Artigo
em Inglês
| MEDLINE | ID: mdl-36259628
10.
Automated airway quantification associates with mortality in idiopathic pulmonary fibrosis.
Eur Radiol
; 33(11): 8228-8238, 2023 Nov.
Artigo
em Inglês
| MEDLINE | ID: mdl-37505249
11.
Learning from multiple annotators for medical image segmentation.
Pattern Recognit
; 138: None, 2023 Jun.
Artigo
em Inglês
| MEDLINE | ID: mdl-37781685
12.
Ten years of image analysis and machine learning competitions in dementia.
Neuroimage
; 253: 119083, 2022 06.
Artigo
em Inglês
| MEDLINE | ID: mdl-35278709
13.
Avoiding Unnecessary Biopsy after Multiparametric Prostate MRI with VERDICT Analysis: The INNOVATE Study.
Radiology
; 305(3): 623-630, 2022 12.
Artigo
em Inglês
| MEDLINE | ID: mdl-35916679
14.
Training data distribution significantly impacts the estimation of tissue microstructure with machine learning.
Magn Reson Med
; 87(2): 932-947, 2022 02.
Artigo
em Inglês
| MEDLINE | ID: mdl-34545955
15.
Sequence of clinical and neurodegeneration events in Parkinson's disease progression.
Brain
; 144(3): 975-988, 2021 04 12.
Artigo
em Inglês
| MEDLINE | ID: mdl-33543247
16.
Applying causal models to explore the mechanism of action of simvastatin in progressive multiple sclerosis.
Proc Natl Acad Sci U S A
; 116(22): 11020-11027, 2019 05 28.
Artigo
em Inglês
| MEDLINE | ID: mdl-31072935
17.
On the potential for mapping apparent neural soma density via a clinically viable diffusion MRI protocol.
Neuroimage
; 239: 118303, 2021 10 01.
Artigo
em Inglês
| MEDLINE | ID: mdl-34174390
18.
Uncertainty modelling in deep learning for safer neuroimage enhancement: Demonstration in diffusion MRI.
Neuroimage
; 225: 117366, 2021 01 15.
Artigo
em Inglês
| MEDLINE | ID: mdl-33039617
19.
Joint super-resolution and synthesis of 1 mm isotropic MP-RAGE volumes from clinical MRI exams with scans of different orientation, resolution and contrast.
Neuroimage
; 237: 118206, 2021 08 15.
Artigo
em Inglês
| MEDLINE | ID: mdl-34048902
20.
Machine learning based white matter models with permeability: An experimental study in cuprizone treated in-vivo mouse model of axonal demyelination.
Neuroimage
; 224: 117425, 2021 01 01.
Artigo
em Inglês
| MEDLINE | ID: mdl-33035669