Characterizing Patterns of Response During Mild Stress-Testing in Continuous Echocardiography Recordings Using a Multiview Dimensionality Reduction Technique. - Mariana A. Nogueira; Gemma Piella; Sergio Sanchez-Martinez; Hélène Langet; Eric Saloux; Bart H. Bijnens; Mathieu De Craene (FIMH, 2017)

Image descriptors in radiology images: a systematic review. - Mariana A. Nogueira; Pedro Henriques Abreu; Pedro Martins 003; Penousal Machado; Hugo Duarte; João A. M. Santos (Artif. Intell. Rev., 2017)

An artificial neural networks approach for assessment treatment response in oncological patients using PET/CT images. - Mariana A. Nogueira; Pedro Henriques Abreu; Pedro Martins 003; Penousal Machado; Hugo Duarte; João A. M. Santos (BMC Medical Imaging, 2017)

Analysis of nonstandardized stress echocardiography sequences using multiview dimensionality reduction. - Mariana A. Nogueira; Mathieu De Craene; Sergio Sanchez-Martinez; Devyani Chowdhury; Bart H. Bijnens; Gemma Piella (Medical Image Anal., 2020)

Machine learning to support exploring and exploiting real-world clinical longitudinal data. - Mariana A. Nogueira (2020)

AI and Decision Support. - Mariana A. Nogueira; Bart H. Bijnens (AI and Big Data in Cardiology, 2023)