Research - Ana Matoso

Publications

Towards a deep learning approach for classifying treatment response in glioblastomas

Ana Matoso, Catarina Passarinho, Marta P Loureiro, José Maria Moreira, Patrícia Figueiredo, Rita G Nunes Arxiv • 2025

Involvement of the cerebellum in structural connectivity enhancement in episodic migraine

Ana Matoso, Ana R Fouto, Inês Esteves, Amparo Ruiz-Tagle, Gina Caetano, Nuno A Silva, Pedro Vilela, Raquel Gil-Gouveia, Rita G Nunes, Patrícia Figueiredo

The Journal of Headache and Pain • 2024

Investigating Structural Connectivity in Episodic Migraine using Graph Theory

Ana Matoso Master Thesis • 2022

Oral Communications

Prediction of treatment response in a longitudinal glioblastoma dataset using deep learning

2025 ISMRM/ISMRT Annual Meeting | Honolulu, Hawaii, United States of America • May 2025

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Towards a deep learning approach for classifying response to treatment in glioblastomas

6th Students Meeting of the Mind-Brain College of ULisboa | Lisbon, Portugal • November 2024

1st Net4Brain COST Action Meeting | Ljubljana, Slovenia • September 2024

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Involvement of the cerebellum in structural connectivity enhancement in episodic migraine

University of Minnesota's Center for Cerebellar Network Structure and Function in Health and Disease | Invited speaker • November 7, 2024

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The involvement of the cerebellum in structural connectome changes in episodic migraine without aura

3rd Hospital da Luz Research Congress | Lisbon, Portugal • May 2024

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Poster Presentations

Benchmarking Deep Learning Approaches for RANO Criteria Classification in Glioblastoma

2nd Net4Brain COST Action Meeting | Bucharest, Romania • July 2025

2025 ISMRM Iberian Chapter Meeting | Barcelona, Spain • July 2025

4th Hospital da Luz Research Congress | Lisbon, Portugal • May 2025

2025 LARSyS Meeting | Lisboa, Portugal • July 2025

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Prediction of treatment response in a longitudinal glioblastoma dataset using deep learning

2025 ISMRM/ISMRT Annual Meeting | Honolulu, Hawaii, United States of America • May 2025

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Structural Connectivity Changes in Migraine Involving the Cerebellum

2024 ISMRM Iberian Chapter Meeting | Porto, Portugal • July 2024

2024 LARSyS Meeting | Lisboa, Portugal • July 2024

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Structural connectome changes in episodic migraine: the role of the cerebellum

2024 ISMRM/ISMRT Annual Meeting | Singapore, Singapore • May 2024

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Measuring structural connectivity in migraine: the impact of correcting for region volumes

2023 LARSyS Meeting | Lisboa, Portugal • June 2023

2023 ISMRM Iberian Chapter Meeting | Valladolid, Spain • July 2023

2023 ISMRM/ISMRT Annual Meeting | Toronto, Canada • June 2023

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Investigating structural connectivity in episodic migraine using graph theory

2022 ISMRM Iberian Chapter Meeting | Lisboa, Portugal • June 2022

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