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Generalizable and explainable deep learning for brain MRI: a multi-cohort evaluation of 3D architectures for age and sex prediction

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Published in:Brain Informatics
Format: Online Article RSS Article
Published: 2026
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container_title Brain Informatics
description
discipline_display Psychiatry and Neurology
discipline_facet Psychiatry and Neurology
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journal_source_facet Brain Informatics
last_indexed 2026-07-07T03:31:43.792Z
publishDate 2026
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spellingShingle Generalizable and explainable deep learning for brain MRI: a multi-cohort evaluation of 3D architectures for age and sex prediction
Psychiatry and Neurology
General
Psychiatry and Neurology
sub_discipline_display General
sub_discipline_facet General
subject_display Psychiatry and Neurology
General
Psychiatry and Neurology
subject_facet Psychiatry and Neurology
General
Psychiatry and Neurology
title Generalizable and explainable deep learning for brain MRI: a multi-cohort evaluation of 3D architectures for age and sex prediction
title_alt Aprendizaje profundo generalizable y explicable para resonancia magnética cerebral: una evaluación multicohorte de arquitecturas 3D para la predicción de edad y sexo
Apprentissage profond généralisable et explicable pour l'IRM cérébrale : une évaluation multi-cohorte d'architectures 3D pour la prédiction de l'âge et du sexe
Aprendizado profundo generalizável e explicável para MRI cerebral: uma avaliação multi-coorte de arquiteturas 3D para predição de idade e sexo
title_auth Generalizable and explainable deep learning for brain MRI: a multi-cohort evaluation of 3D architectures for age and sex prediction
title_es_txt Aprendizaje profundo generalizable y explicable para resonancia magnética cerebral: una evaluación multicohorte de arquitecturas 3D para la predicción de edad y sexo
title_fr_txt Apprentissage profond généralisable et explicable pour l'IRM cérébrale : une évaluation multi-cohorte d'architectures 3D pour la prédiction de l'âge et du sexe
title_full Generalizable and explainable deep learning for brain MRI: a multi-cohort evaluation of 3D architectures for age and sex prediction
title_fullStr Generalizable and explainable deep learning for brain MRI: a multi-cohort evaluation of 3D architectures for age and sex prediction
title_full_unstemmed Generalizable and explainable deep learning for brain MRI: a multi-cohort evaluation of 3D architectures for age and sex prediction
title_pt_txt Aprendizado profundo generalizável e explicável para MRI cerebral: uma avaliação multi-coorte de arquiteturas 3D para predição de idade e sexo
title_short Generalizable and explainable deep learning for brain MRI: a multi-cohort evaluation of 3D architectures for age and sex prediction
title_sort generalizable and explainable deep learning for brain mri: a multi-cohort evaluation of 3d architectures for age and sex prediction
topic Psychiatry and Neurology
General
Psychiatry and Neurology
url https://link.springer.com/article/10.1186/s40708-026-00316-y