Paula López Diez

According to our database, Paula López Diez authored at least 7 papers between 2021 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2024

Deep reinforcement learning and convolutional autoencoders for anomaly detection of congenital inner ear malformations in clinical CT images.

Paula López Diez, Josefine Vilsbøll Sundgaard, Ján Margeta, Khassan Diab, François Patou, Rasmus R. Paulsen

Comput. Medical Imaging Graph., 2024

Spatio-Temporal Neural Distance Fields for Conditional Generative Modeling of the Heart.

Kristine Sørensen, Paula López Diez, Ján Margeta, Yasmin El Youssef, Michael Huy Cuong Pham, Jonas Jalili Pedersen, J. Tobias Kühl, Ole De Backer, Klaus F. Kofoed, Oscar Camara, Rasmus R. Paulsen

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2024, 2024

2023

Unsupervised Classification of Congenital Inner Ear Malformations Using DeepDiffusion for Latent Space Representation.

Paula López Diez, Ján Margeta, Khassan Diab, François Patou, Rasmus R. Paulsen

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023, 2023

2022

Deep Reinforcement Learning for Detection of Abnormal Anatomies.

Paula López Diez, Kristine Aavild Juhl, Josefine Vilsbøll Sundgaard, Hassan Diab, Ján Margeta, François Patou, Rasmus R. Paulsen

Proceedings of the 2022 Northern Lights Deep Learning Workshop, 2022

Accurate Localization of Inner Ear Regions of Interests Using Deep Reinforcement Learning.

Ana-Teodora Radutoiu, François Patou, Ján Margeta, Rasmus R. Paulsen, Paula López Diez

Proceedings of the Machine Learning in Medical Imaging - 13th International Workshop, 2022

Deep Reinforcement Learning for Detection of Inner Ear Abnormal Anatomy in Computed Tomography.

Paula López Diez, Kristine Sørensen, Josefine Vilsbøll Sundgaard, Khassan Diab, Ján Margeta, François Patou, Rasmus R. Paulsen

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2022, 2022

2021

Facial and Cochlear Nerves Characterization Using Deep Reinforcement Learning for Landmark Detection.

Paula López Diez, Josefine Vilsbøll Sundgaard, François Patou, Ján Margeta, Rasmus Reinhold Paulsen

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2021 - 24th International Conference, Strasbourg, France, September 27, 2021