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Tiago Azevedo
Tiago Azevedo
Email verificata su cst.cam.ac.uk - Home page
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A deep graph neural network architecture for modelling spatio-temporal dynamics in resting-state functional MRI data
T Azevedo, A Campbell, R Romero-Garcia, L Passamonti, RAI Bethlehem, ...
Medical Image Analysis 79, 102471, 2022
672022
Artificial intelligence for diagnostic and prognostic neuroimaging in dementia: A systematic review
RJ Borchert, T Azevedo, AP Badhwar, J Bernal, M Betts, R Bruffaerts, ...
Alzheimer's & Dementia 19 (12), 5885-5904, 2023
542023
Integration of machine learning methods to dissect genetically imputed transcriptomic profiles in Alzheimer’s disease
C Maj, T Azevedo, V Giansanti, O Borisov, GM Dimitri, S Spasov, ...
Frontiers in genetics 10, 726, 2019
292019
Early downregulation of hsa-miR-144-3p in serum from drug-naïve Parkinson’s disease patients
E Zago, A Dal Molin, GM Dimitri, L Xumerle, C Pirazzini, MG Bacalini, ...
Scientific reports 12 (1), 1330, 2022
252022
Deep Learning Enables Fast and Accurate Imputation of Gene Expression
R Viñas, T Azevedo, ER Gamazon, P Liò
Frontiers in Genetics 12, 2021
25*2021
Stochastic-YOLO: Efficient Probabilistic Object Detection under Dataset Shifts
T Azevedo, R de Jong, M Mattina, P Maji
arXiv preprint arXiv:2009.02967, 2020
242020
JADE, TraSMAPI and SUMO: A tool-chain for simulating traffic light control
T Azevedo, PJM de Araújo, RJF Rossetti, AP Rocha
Proceedings of the 8th International Workshop on Agents in Traffic and …, 2014
212014
Towards Efficient Point Cloud Graph Neural Networks Through Architectural Simplification
SA Tailor, R de Jong, T Azevedo, M Mattina, P Maji
Proceedings of the IEEE/CVF International Conference on Computer Vision …, 2021
202021
Population graph GNNs for brain age prediction
K Stankeviciute, T Azevedo, A Campbell, R Bethlehem, P Lio
ICML Workshop on Graph Representation Learning and Beyond (GRL+), 17-83, 2020
20*2020
A geroscience approach for Parkinson’s disease: Conceptual framework and design of PROPAG-AGEING project
C Pirazzini, T Azevedo, L Baldelli, A Bartoletti-Stella, ...
Mechanisms of Ageing and Development 194, 111426, 2021
192021
Towards a predictive spatio-temporal representation of brain data
T Azevedo, L Passamonti, P Lio, N Toschi
arXiv preprint arXiv:2003.03290, 2020
142020
Multilayer modelling of the human transcriptome and biological mechanisms of complex diseases and traits
T Azevedo, GM Dimitri, P Lió, ER Gamazon
NPJ systems biology and applications 7 (1), 24, 2021
122021
A deep spatiotemporal graph learning architecture for brain connectivity analysis
T Azevedo, L Passamonti, P Lio, N Toschi
2020 42nd Annual International Conference of the IEEE Engineering in …, 2020
122020
A novel Graph Attention Network Architecture for modeling multimodal brain connectivity
AC Filip, T Azevedo, L Passamonti, N Toschi, P Lio
2020 42nd Annual International Conference of the IEEE Engineering in …, 2020
122020
On Efficient Uncertainty Estimation for Resource-Constrained Mobile Applications
J Rock, T Azevedo, R de Jong, D Ruiz-Muñoz, P Maji
arXiv preprint arXiv:2111.09838, 2021
92021
Identifying healthy individuals with Alzheimer neuroimaging phenotypes in the UK Biobank
T Azevedo, RAI Bethlehem, DJ Whiteside, N Swaddiwudhipong, JB Rowe, ...
medRxiv, 2022.01. 05.22268795, 2022
8*2022
A machine learning tool for interpreting differences in cognition using brain features
T Azevedo, L Passamonti, P Lió, N Toschi
Artificial Intelligence Applications and Innovations: 15th IFIP WG 12.5 …, 2019
82019
A State-of-the-art Integrated Transportation Simulation Platform
T Azevedo, RJF Rossetti, JG Barbosa
Proceedings of the 4th International Conference on Models and Technologies …, 2015
82015
Densifying the Sparse Cloud SimSaaS: The need of a Synergy among Agent-directed Simulation, SimSaaS and HLA
T Azevedo, RJF Rossetti, JG Barbosa
Proceedings of the 5th International Conference on Simulation and Modeling …, 2015
32015
Artificial Intelligence-powered fossil shark tooth identification: Unleashing the potential of Convolutional Neural Networks
A Barucci, G Ciacci, P Liò, T Azevedo, A Di Cencio, M Merella, G Bianucci, ...
arXiv preprint arXiv:2405.04189, 2024
22024
Il sistema al momento non può eseguire l'operazione. Riprova più tardi.
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