Walter Hugo Lopez Pinaya - researchr alias

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Viewing Publication 1 - 15 from 15

2023

Sleep-Energy: An Energy Optimization Method to Sleep Stage ScoringBruno Aristimunha, Alexandre Janoni Bayerlein, M. Jorge Cardoso, Walter Hugo Lopez Pinaya, Raphael Yokoingawa de Camargo. access, 11:34595-34602, 2023. [doi]

Privacy Distillation: Reducing Re-identification Risk of Diffusion ModelsVirginia Fernandez, Pedro Sanchez, Walter Hugo Lopez Pinaya, Grzegorz Jacenków, Sotirios A. Tsaftaris, M. Jorge Cardoso. miccai 2024: 3-13 [doi]

A 3D Generative Model of Pathological Multi-modal MR Images and SegmentationsVirginia Fernandez, Walter Hugo Lopez Pinaya, Pedro Borges, Mark S. Graham, Tom Vercauteren, M. Jorge Cardoso. miccai 2024: 132-142 [doi]

Latent Transformer Models for out-of-distribution detectionMark S. Graham, Petru-Daniel Tudosiu, Paul Wright 0001, Walter Hugo Lopez Pinaya, Petteri Teikari, Ashay Patel, Jean-Marie U.-King-Im, Yee H. Mah, James T. Teo, Hans Rolf Jäger, David Werring, Geraint Rees 0001, Parashkev Nachev, Sébastien Ourselin, M. Jorge Cardoso. mia, 90:102967, December 2023. [doi]

Unsupervised 3D Out-of-Distribution Detection with Latent Diffusion ModelsMark S. Graham, Walter Hugo Lopez Pinaya, Paul Wright, Petru-Daniel Tudosiu, Yee H. Mah, James T. Teo, Hans Rolf Jäger, David Werring, Parashkev Nachev, Sébastien Ourselin, M. Jorge Cardoso. miccai 2023: 446-456 [doi]

Applying Independent Vector Analysis on EEG-Based Motor Imagery ClassificationCaroline P. A. Moraes, Bruno Aristimunha, Lucas Heck Dos Santos, Walter Hugo Lopez Pinaya, Raphael Yokoingawa de Camargo, Denis G. Fantinato, Aline Neves. icassp 2023: 1-5 [doi]

Geometry-Invariant Abnormality DetectionAshay Patel, Petru-Daniel Tudosiu, Walter Hugo Lopez Pinaya, Olusola Adeleke, Gary J. Cook, Vicky Goh, Sébastien Ourselin, M. Jorge Cardoso. miccai 2023: 300-309 [doi]

InverseSR: 3D Brain MRI Super-Resolution Using a Latent Diffusion ModelJueqi Wang, Jacob Levman, Walter Hugo Lopez Pinaya, Petru-Daniel Tudosiu, M. Jorge Cardoso, Razvan V. Marinescu. miccai 2023: 438-447 [doi]

2022

Can Segmentation Models Be Trained with Fully Synthetically Generated Data?Virginia Fernandez, Walter Hugo Lopez Pinaya, Pedro Borges, Petru-Daniel Tudosiu, Mark S. Graham, Tom Vercauteren, M. Jorge Cardoso. miccai 2022: 79-90 [doi]

Transformer-based out-of-distribution detection for clinically safe segmentationMark S. Graham, Petru-Daniel Tudosiu, Paul Wright, Walter Hugo Lopez Pinaya, Jean-Marie U.-King-Im, Yee H. Mah, James T. Teo, Hans Rolf Jäger, David Werring, Parashkev Nachev, Sébastien Ourselin, M. Jorge Cardoso. midl 2022: 457-476 [doi]

Cross Attention Transformers for Multi-modal Unsupervised Whole-Body PET Anomaly DetectionAshay Patel, Petru-Daniel Tudosiu, Walter Hugo Lopez Pinaya, Gary J. Cook, Vicky Goh, Sébastien Ourselin, M. Jorge Cardoso. miccai 2022: 14-23 [doi]

Morphology-Preserving Autoregressive 3D Generative Modelling of the BrainPetru-Daniel Tudosiu, Walter Hugo Lopez Pinaya, Mark S. Graham, Pedro Borges, Virginia Fernandez, Dai Yang, Jeremy Appleyard, Guido Novati, Disha Mehra, Mike Vella, Parashkev Nachev, Sébastien Ourselin, M. Jorge Cardoso. miccai 2022: 66-78 [doi]

2021

Estimating Gender and Age from Brain Structural MRI of Children and Adolescents: A 3D Convolutional Neural Network Multitask Learning ModelSergio Leonardo Mendes, Walter Hugo Lopez Pinaya, Pedro Mario Pan, João Ricardo Sato. cin, 2021, 2021. [doi]

Unsupervised Brain Anomaly Detection and Segmentation with TransformersWalter Hugo Lopez Pinaya, Petru-Daniel Tudosiu, Robert Gray, Geraint Rees 0001, Parashkev Nachev, Sébastien Ourselin, M. Jorge Cardoso. midl 2021: 596-617 [doi]

2019

Regional Dynamics of the Resting Brain in Amyotrophic Lateral Sclerosis Using Fractional Amplitude of Low-Frequency Fluctuations and Regional Homogeneity AnalysesAna Paula Arantes Bueno, Walter Hugo Lopez Pinaya, Keila Rebello, Leonardo Cruz de Souza, Michael Hornberger, João Ricardo Sato. brain, 9(4):356-364, 2019. [doi]

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