Walter L. Pinaya - Publications

Confounder-aware foundation modeling for accurate phenotype profiling in cell imaging.

Journal: Npj imaging

Published: February 27, 2025

GPT-based normative models of brain sMRI correlate with dimensional psychopathology.

Journal: Imaging neuroscience (Cambridge, Mass.)

Published: December 05, 2023

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

Journal: Medical image analysis

Published: November 20, 2023

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

Journal: Scientific reports

Published: May 17, 2023

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

Journal: IEEE access : practical innovations, open solutions

Published: February 27, 2023

Geometry-invariant abnormality detection.

Journal: Medical image computing and computer-assisted intervention : MICCAI ... International Conference on Medical Image Computing and Computer-Assisted Intervention

Published: January 10, 2023

Latent Transformer Models for out-of-distribution detection.

Journal: Medical image analysis

Published: December 08, 2022

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

Journal: Scientific reports

Published: December 08, 2022

Cross Attention Transformers for Multi-modal Unsupervised Whole-Body PET Anomaly Detection.

Journal: Deep generative models : Second MICCAI Workshop, DGM4MICCAI 2022, held in conjunction with MICCAI 2022, Singapore, September 22, 2022, proceedings. MICCAI Workshop on Deep Generative Models (2nd : 2022 : Singapore)

Published: January 01, 2022

Unsupervised brain imaging 3D anomaly detection and segmentation with transformers.

Journal: Medical image analysis

Published: August 20, 2021

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

Journal: Scientific reports

Published: February 20, 2021

Estimating Gender and Age from Brain Structural MRI of Children and Adolescents: A 3D Convolutional Neural Network Multitask Learning Model.

Journal: Computational intelligence and neuroscience

Published: January 28, 2021