A Radiomics Approach to Computer-Aided Diagnosis with Cardiac Cine-MRI. - Irem Cetin; Gerard Sanroma; Steffen E. Petersen; Sandy Napel; Oscar Camara 001; Miguel Ángel González Ballester; Karim Lekadir (STACOM@MICCAI, 2017)

Deep Learning Techniques for Automatic MRI Cardiac Multi-Structures Segmentation and Diagnosis: Is the Problem Solved? - Olivier Bernard 001; Alain Lalande; Clément Zotti; Frederic Cervenansky; Xin Yang 009; Pheng-Ann Heng; Irem Cetin; Karim Lekadir; Oscar Camara 001; Miguel Ángel González Ballester; Gerard Sanroma; Sandy Napel; et al. (IEEE Trans. Medical Imaging, 2018)

A Radiomics Approach to Analyze Cardiac Alterations in Hypertension. - Irem Cetin; Steffen E. Petersen; Sandy Napel; Oscar Camara 001; Miguel Ángel González Ballester; Karim Lekadir (ISBI, 2019)

Attri-VAE: attribute-based, disentangled and interpretable representations of medical images with variational autoencoders. - Irem Cetin; Oscar Camara 001; Miguel Ángel González Ballester (CoRR, 2022)

Interpretable machine learning through radiomics and attribute-regularized neural networks for cardiology. - Irem Cetin (2022)

Attri-VAE: Attribute-based interpretable representations of medical images with variational autoencoders. - Irem Cetin; Maialen Stephens; Oscar Camara 001; Miguel Ángel González Ballester (Comput. Medical Imaging Graph., 2023)