Daniel Ferreira

11 papers Journal 10Unranked 1
YearRankTypeTitle / Venue / Authors
2025 J jnl
Synthesizing Individualized Aging Brains in Health and Disease with Generative Models and Parallel Transport.
CoRR
Jingru Fu, Yuqi Zheng, Neel Dey, Daniel Ferreira, Rodrigo Moreno
2025 J jnl
Synthesizing individualized aging brains in health and disease with generative models and parallel transport.
Medical Image Anal.
Jingru Fu, Yuqi Zheng, Neel Dey, Daniel Ferreira, Rodrigo Moreno
2024 J jnl
Frontoparietal atrophy trajectories in cognitively unimpaired elderly individuals using longitudinal Bayesian clustering.
Comput. Biol. Medicine
Giulia Lorenzon, Konstantinos Poulakis, Rosaleena Mohanty, Miia Kivipelto, Maria Eriksdotter, Daniel Ferreira, Eric Westman
2023 J jnl
A deformation-based morphometry framework for disentangling Alzheimer's disease from normal aging using learned normal aging templates.
CoRR
Jingru Fu, Daniel Ferreira, Örjan Smedby, Rodrigo Moreno
2022 — conf
A study on 3D classical versus GAN-based augmentation for MRI brain image to predict the diagnosis of dementia with Lewy bodies and Alzheimer's disease in a European multi-center study.
Computer-Aided Diagnosis
Petter Minne, Alvaro Fernandez-Quilez, Dag Aarsland, Daniel Ferreira, Eric Westman, Afina W. Lemstra, Mara ten Kate, Alessandro Padovani, Irena Rektorová, Laura Bonanni, Flavio Nobili, Milica G. Kramberger, John-Paul Taylor, Jakub Hort, Jón Snædal, Frédéric Blanc, Angelo Antonini, Ketil Oppedal
2022 J jnl
Generative Aging of Brain Images with Diffeomorphic Registration.
CoRR
Jingru Fu, Antonios Tzortzakakis, José Barroso, Eric Westman, Daniel Ferreira, Rodrigo Moreno
2021 J jnl
Inter-Cohort Validation of SuStaIn Model for Alzheimer's Disease.
Frontiers Big Data
Damiano Archetti, Alexandra L. Young, Neil P. Oxtoby, Daniel Ferreira, Gustav Mårtensson, Eric Westman, Daniel C. Alexander, Giovanni B. Frisoni, Alberto Redolfi
2020 J jnl
Cholinergic white matter pathways make a stronger contribution to attention and memory in normal aging than cerebrovascular health and nucleus basalis of Meynert.
NeuroImage
Milan Nemy, Nira Cedres, Michel J. Grothe, J.-Sebastian Muehlboeck, Olof Lindberg, Zuzana Nedelska, Olga Stepánková, Lenka Vyslouzilova, Maria Eriksdotter, José Barroso, Stefan Teipel, Eric Westman, Daniel Ferreira
2020 J jnl
The reliability of a deep learning model in clinical out-of-distribution MRI data: A multicohort study.
Medical Image Anal.
Gustav Mårtensson, Daniel Ferreira, Tobias Granberg, Lena Cavallin, Ketil Oppedal, Alessandro Padovani, Irena Rektorová, Laura Bonanni, Matteo Pardini, Milica G. Kramberger, John-Paul Taylor, Jakub Hort, Jón Snædal, Jaime Kulisevsky, Frédéric Blanc, Angelo Antonini, Patrizia Mecocci, Bruno Vellas, Eric Westman
2019 J jnl
AVRA: Automatic Visual Ratings of Atrophy from MRI images using Recurrent Convolutional Neural Networks.
CoRR
Gustav Mårtensson, Daniel Ferreira, Lena Cavallin, J.-Sebastian Muehlboeck, Lars-Olof Wahlund, Chunliang Wang, Eric Westman
2019 J jnl
The reliability of a deep learning model in clinical out-of-distribution MRI data: a multicohort study.
CoRR
Gustav Mårtensson, Daniel Ferreira, Tobias Granberg, Lena Cavallin, Ketil Oppedal, Alessandro Padovani, Irena Rektorová, Laura Bonanni, Matteo Pardini, Milica G. Kramberger, John-Paul Taylor, Jakub Hort, Jón Snædal, Jaime Kulisevsky, Frédéric Blanc, Angelo Antonini, Patrizia Mecocci, Bruno Vellas, Magda Tsolaki, Iwona Kloszewska, Hilkka Soininen, Simon Lovestone, Andrew Simmons, Dag Aarsland, Eric Westman