Tiago Azevedo

Employment

• University of Cambridge Research Associate
  2023 - Present
• Arm Ltd Senior ML Research Scientist
  2021 - 2022

Education

• University of Cambridge PhD in Computer Science
  2016 - 2022
• University of Porto Master in Informatics and Computing Engineering
  2010 - 2015

Projects & Funding

Projects & funding information is unavailable.

Publications (20)

• Do We Need Curved Spaces? A Critical Look at Hyperbolic Graph Learning in Graph Classification
  2026 DOI: 10.1007/978-3-032-19102-1_40
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• Uncertainty-Aware Tau Detection in Progressive Supranuclear Palsy Using Object Detection Models
  2025 DOI: 10.1101/2025.10.09.681479
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• Real-Time Intraoperative Decision-Making in Head and Neck Tumor Surgery: A Histopathologically Grounded Hyperspectral Imaging and Deep Learning Approach
  Cancers 2025 DOI: 10.3390/cancers17101617
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• Artificial intelligence for diagnostic and prognostic neuroimaging in dementia: A systematic review
  Alzheimer's & Dementia 2023 DOI: 10.1002/alz.13412
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• Identifying healthy individuals with Alzheimer’s disease neuroimaging phenotypes in the UK Biobank
  Communications Medicine 2023 DOI: 10.1038/s43856-023-00313-w
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• Data-driven Representations in Brain Science: Modelling Approaches in Gene Expression and Neuroimaging Domains
  2022 DOI: 10.17863/CAM.86924
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• A deep graph neural network architecture for modelling spatio-temporal dynamics in resting-state functional MRI data
  Medical Image Analysis 2022 DOI: 10.1016/j.media.2022.102471
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• Identifying healthy individuals with Alzheimer neuroimaging phenotypes in the UK Biobank
  2022 DOI: 10.1101/2022.01.05.22268795
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• Multilayer modelling of the human transcriptome and biological mechanisms of complex diseases and traits
  npj Systems Biology and Applications 2021 DOI: 10.1038/s41540-021-00186-6
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• A Deep Graph Neural Network Architecture for Modelling Spatio-temporal Dynamics in resting-state functional MRI Data
  2020 DOI: 10.1101/2020.11.08.370288
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• Stochastic-YOLO: Efficient Probabilistic Object Detection under Dataset Shifts
  2020
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• Population Graph GNNs for Brain Age Prediction
  2020 DOI: 10.1101/2020.06.26.172171
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• Gene Expression Imputation with Generative Adversarial Imputation Nets
  2020 DOI: 10.1101/2020.06.09.141689
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• Multilayer modelling and analysis of the human transcriptome
  2020 DOI: 10.1101/2020.05.21.109082
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• Integration of Machine Learning Methods to Dissect Genetically Imputed Transcriptomic Profiles in Alzheimer’s Disease
  Frontiers in Genetics 2019 DOI: 10.3389/fgene.2019.00726
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• A Machine Learning Tool for Interpreting Differences in Cognition Using Brain Features
  IFIP Advances in Information and Communication Technology 2019 DOI: 10.1101/558403
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• Densifying the Sparse Cloud SimSaaS: The need of a Synergy among Agent-directed Simulation, SimSaaS and HLA
  Proceedings of the 5th International Conference on Simulation and Modeling Methodologies, Technologies and Applications (SIMULTECH 2015) 2015 DOI: 10.5220/0005542801720177
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• From the Ground to the Cloud: Towards an Integrated Transportation Simulation Platform
  2015
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• A State-of-the-art Integrated Transportation Simulation Platform
  Proceedings of the 4th International Conference on Models and Technologies for Intelligent Transportation Systems (MT-ITS 2015) 2015 DOI: 10.1109/MTITS.2015.7223277
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• JADE, TraSMAPI and SUMO: A tool-chain for simulating traffic light control
  Proceedings of the 8th International Workshop on Agents in Traffic and Transportation, ATT'14, held at the Thirteenth International Joint Conference on Autonomous Agents and Multiagent Systems, AAMAS'14 2014 DOI: 10.13140/2.1.2739.4886
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