Paula López Diez

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 7

Top Topics

Reinforcement Learning

Computed Tomography

Chronic Obstructive Pulmonary Disease

Top Venues

Publications

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
Spatio-temporal neural distance fields for conditional generative modeling of the heart. CoRR (2024)
Paula López Diez, Josefine Vilsbøll Sundgaard, Ján Margeta, Khassan Diab, François Patou, Rasmus R. Paulsen
Deep reinforcement learning and convolutional autoencoders for anomaly detection of congenital inner ear malformations in clinical CT images. Comput. Medical Imaging Graph. 113 (2024)
Paula López Diez, Ján Margeta, Khassan Diab, François Patou, Rasmus R. Paulsen
Unsupervised Classification of Congenital Inner Ear Malformations Using DeepDiffusion for Latent Space Representation. MICCAI (5) (2023)
Paula López Diez, Kristine Aavild Juhl, Josefine Vilsbøll Sundgaard, Hassan Diab, Ján Margeta, François Patou, Rasmus R. Paulsen
Deep Reinforcement Learning for Detection of Abnormal Anatomies. NLDL (2022)
Ana-Teodora Radutoiu, François Patou, Ján Margeta, Rasmus R. Paulsen, Paula López Diez
Accurate Localization of Inner Ear Regions of Interests Using Deep Reinforcement Learning. MLMI@MICCAI (2022)
Paula López Diez, Kristine Sørensen, Josefine Vilsbøll Sundgaard, Khassan Diab, Jan Margeta, François Patou, Rasmus R. Paulsen
Deep Reinforcement Learning for Detection of Inner Ear Abnormal Anatomy in Computed Tomography. MICCAI (3) (2022)
Paula López Diez, Josefine Vilsbøll Sundgaard, François Patou, Jan Margeta, Rasmus Reinhold Paulsen
Facial and Cochlear Nerves Characterization Using Deep Reinforcement Learning for Landmark Detection. MICCAI (4) (2021)