Walter Hugo Lopez Pinaya

King's College London

30H指数

96论文数

4.0K被引数

收录论文 31

发表时间

Simulating dynamic tumor contrast enhancement in breast MRI using conditional generative adversarial networks 使用条件生成对抗网络模拟乳腺MRI中肿瘤的动态对比度增强

JOURNAL OF MEDICAL IMAGING

IF1.7

2025-11-30

PREAI

Osuala, Richard; Joshi, Smriti; Tsirikoglou, Apostolia; Garrucho, Lidia; Pinaya, Walter H. L.; Lang, Daniel M.; Schnabel, Julia A.; Diaz, Oliver; Lekadir, Karim

Neuradicon: Operational representation learning of neuroimaging reports

COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE

IF4.8

2025-04-01

OAAI

Watkins, Henry; Gray, Robert; Julius, Adam; Mah, Yee-Haur; Teo, James; Pinaya, Walter H. L.; Wright, Paul; Jha, Ashwani; Engleitner, Holger; Cardoso, Jorge; Ourselin, Sebastien; Rees, Geraint; Jaeger, Rolf; Nachev, Parashkev

Neurofind: using deep learning to make individualised inferences in brain-based disorders

TRANSLATIONAL PSYCHIATRY

IF6.2

2025-02-27

OAAI

Vieira, S.; Baecker, L.; Pinaya, W. H. L.; Garcia-Dias, R.; Scarpazza, C.; Calhoun, V.; Mechelli, A.

Brain structural connectomic topology predicts medication response in youth with bipolar disorder: A randomized clinical trial

JOURNAL OF AFFECTIVE DISORDERS

IF4.9

2025-02-01

PREAI

Lei, Du; Qin, Kun; Li, Wenbin; Pinaya, Walter H. L.; Tallman, Maxwell J.; Zhang, Jingbo; Patino, L. Rodrigo; Strawn, Jeffrey R.; Fleck, David E.; Klein, Christina C.; Gong, Qiyong; Adler, Caleb M.; Mechelli, Andrea; Sweeney, John A.; Delbello, Melissa P.

Generating multi-pathological and multi-modal images and labels for brain MRI

MEDICAL IMAGE ANALYSIS

IF11.8

2024-10-01

OAAI

Fernandez, Virginia; Pinaya, Walter Hugo Lopez; Borges, Pedro; Graham, Mark S.; Tudosiu, Petru-Daniel; Vercauteren, Tom; Cardoso, M. Jorge

Realistic morphology-preserving generative modelling of the brain

NATURE MACHINE INTELLIGENCE

IF23.9

2024-07-15

OAAI

Tudosiu, Petru-Daniel; Pinaya, Walter H. L.; Ferreira Da Costa, Pedro; Dafflon, Jessica; Patel, Ashay; Borges, Pedro; Fernandez, Virginia; Graham, Mark S.; Gray, Robert J.; Nachev, Parashkev; Ourselin, Sebastien; Cardoso, M. Jorge

Latent Transformer Models for out-of-distribution detection 用于配电检测的潜在变压器模型

MEDICAL IMAGE ANALYSIS

IF11.8

2023-12-01

OAAI

Graham, Mark S.; Tudosiu, Petru-Daniel; Wright, Paul; Pinaya, Walter Hugo Lopez; Teikari, Petteri; Patel, Ashay; U-King-Im, Jean-Marie; Mah, Yee H.; Teo, James T.; Jager, Hans Rolf; Werring, David; Rees, Geraint; Nachev, Parashkev; Ourselin, Sebastien; Cardoso, M. Jorge

Generalizability of 3D CNN models for age estimation in diverse youth populations using structural MRI (vol 13, 6886, 2023)

SCIENTIFIC REPORTS

IF3.9

2023-05-17

OAAI

Mendes, Sergio Leonardo; Pinaya, Walter Hugo Lopez; Pan, Pedro Mario; Jackowski, Andrea Parolin; Bressan, Rodrigo Affonseca; Sato, Joao Ricardo

Generalizability of 3D CNN models for age estimation in diverse youth populations using structural MRI

SCIENTIFIC REPORTS

IF3.9

2023-04-27

OAAI

Mendes, Sergio Leonardo; Pinaya, Walter Hugo Lopez; Pan, Pedro Mario; Jackowski, Andrea Parolin; Bressan, Rodrigo Affonseca; Sato, Joao Ricardo

Sleep-Energy: An Energy Optimization Method to Sleep Stage Scoring

IEEE ACCESS

IF3.6

2023-01-01

OAAI

Aristimunha, Bruno; Bayerlein, Alexandre Janoni; Cardoso, M. Jorge; Pinaya, Walter Hugo Lopez; De Camargo, Raphael Yokoingawa

Unsupervised brain imaging 3D anomaly detection and segmentation with transformers 基于transformers的无监督脑成像3D异常检测与分割

MEDICAL IMAGE ANALYSIS

IF11.8

2022-07-01

OAAI

Pinaya, Walter H. L.; Tudosiu, Petru-Daniel; Gray, Robert; Rees, Geraint; Nachev, Parashkev; Ourselin, Sebastien; Cardoso, M. Jorge

Graph Convolutional Networks Reveal Network-Level Functional Dysconnectivity in Schizophrenia 图卷积网络揭示精神分裂症的网络级功能障碍

SCHIZOPHRENIA BULLETIN

IF4.8

2022-05-15

OAAI

Lei, Du; Qin, Kun; Pinaya, Walter H. L.; Young, Jonathan; van Amelsvoort, Therese; Marcelis, Machteld; Donohoe, Gary; Mothersill, David O.; Corvin, Aiden; Vieira, Sandra; Lui, Su; Scarpazza, Cristina; Arango, Celso; Bullmore, Ed; Gong, Qiyong; McGuire, Philip; Mechelli, Andrea

Magnetization transfer imaging alterations and its diagnostic value in antipsychotic-naive first-episode schizophrenia 磁化传递成像改变及其在抗精神病药物治疗的首发精神分裂症中的诊断价值

TRANSLATIONAL PSYCHIATRY

IF6.2

2022-05-06

OAAI

Lei, Du; Suo, Xueling; Qin, Kun; Pinaya, Walter H. L.; Ai, Yuan; Li, Wenbin; Kuang, Weihong; Lui, Su; Kemp, Graham J.; Sweeney, John A.; Gong, Qiyong

Brain morphometric features predict medication response in youth with bipolar disorder: a prospective randomized clinical trial

PSYCHOLOGICAL MEDICINE

IF5.5

2022-04-08

OAAI

Lei, Du; Qin, Kun; Li, Wenbin; Pinaya, Walter H. L.; Tallman, Maxwell J.; Patino, L. Rodrigo; Strawn, Jeffrey R.; Fleck, David; Klein, Christina C.; Lui, Su; Gong, Qiyong; Adler, Caleb M.; Mechelli, Andrea; Sweeney, John A.; DelBello, Melissa P.

Using graph convolutional network to characterize individuals with major depressive disorder across multiple imaging sites 使用图卷积网络在多个成像部位表征患有严重抑郁症的个体

EBIOMEDICINE

IF10.8

2022-04-01

OAAI

Qin, Kun; Lei, Du; Pinaya, Walter H. L.; Pan, Nanfang; Li, Wenbin; Zhu, Ziyu; Sweeney, John A.; Mechelli, Andrea; Gong, Qiyong

Using deep learning to classify pediatric posttraumatic stress disorder at the individual level

BMC PSYCHIATRY

IF3.6

2021-10-28

OAAI

Yang, Jing; Lei, Du; Qin, Kun; Pinaya, Walter H. L.; Suo, Xueling; Li, Wenbin; Li, Lingjiang; Kemp, Graham J.; Gong, Qiyong

Using normative modelling to detect disease progression in mild cognitive impairment and Alzheimer's disease in a cross-sectional multi-cohort study

SCIENTIFIC REPORTS

IF3.9

2021-08-03

OAAI

Pinaya, Walter H. L.; Scarpazza, Cristina; Garcia-Dias, Rafael; Vieira, Sandra; Baecker, Lea; da Costa, Pedro F.; Redolfi, Alberto; Frisoni, Giovanni B.; Pievani, Michela; Calhoun, Vince D.; Sato, Joao R.; Mechelli, Andrea

Inferring the heritability of large-scale functional networks with a multivariate ACE modeling approach

NETWORK NEUROSCIENCE

IF3.1

2021-06-09

OAAI

Ribeiro, Fernanda L.; dos Santos, Felipe R. C.; Sato, Joao R.; Pinaya, Walter H. L.; Biazoli, Claudinei E., Jr.

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

HUMAN BRAIN MAPPING

IF3.3

2021-03-19

OAAI

Baecker, Lea; Dafflon, Jessica; da Costa, Pedro F.; Garcia-Dias, Rafael; Vieira, Sandra; Scarpazza, Cristina; Calhoun, Vince D.; Sato, Joao R.; Mechelli, Andrea; Pinaya, Walter H. L.

Brain-Age Prediction Using Shallow Machine Learning: Predictive Analytics Competition 2019

FRONTIERS IN PSYCHIATRY

IF3.2

2020-12-02

OAAI

Da Costa, Pedro F.; Dafflon, Jessica; Pinaya, Walter H. L.

研究方向