Walter Hugo Lopez Pinaya

Brazilian montane rainforest expansion induced by Heinrich Stadial 1 event

Jorge Luiz Diaz Pinaya, Francisco W. Cruz, Gregório Ceccantini et al. · Scientific Reports · 2019 · 378 citations · Full text

Using deep belief network modelling to characterize differences in brain morphometry in schizophrenia

Walter Hugo Lopez Pinaya, Ary Gadelha, Orla Doyle et al. · Scientific Reports · 2016 · 167 citations · Full text

Unsupervised brain imaging 3D anomaly detection and segmentation with transformers

Walter Hugo Lopez Pinaya, Petru-Daniel Tudosiu, Robert Gray et al. · Medical Image Analysis · 2022 · 157 citations · Full text

Anomaly Detection, Machine Learning, Engineering +22

Using deep autoencoders to identify abnormal brain structural patterns in neuropsychiatric disorders: A large‐scale multi‐sample study

Walter Hugo Lopez Pinaya, Andrea Mechelli, João Ricardo Sato · Human Brain Mapping · 2018 · 135 citations · Full text

Neuropsychology, Machine Learning, Neuropsychiatric Disorders +21

Brain age prediction: A comparison between machine learning models using region‐ and voxel‐based morphometric data

Lea Baecker, Jessica Dafflon, Pedro F. da Costa et al. · Human Brain Mapping · 2021 · 113 citations · Full text