Esmeralda Ruiz Pujadas

14 papers B 2Journal 7Unranked 4

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Federated nnU-Net for Privacy-Preserving Medical Image Segmentation. CoRR Grzegorz Skorupko, Fotios Avgoustidis, Carlos Martín-Isla, Lidia Garrucho, Dimitri A. Kessler, Esmeralda Ruiz Pujadas, Oliver Díaz, Maciej Bobowicz, Katarzyna Gwozdziewicz, Xavier Bargalló, Paulius Jarusevicius, Kaisar Kushibar, Karim Lekadir
2025	J	`jnl`	Longitudinal Prediction of Mental Health Outcomes in Vulnerable Youth using Machine Learning. Cogn. Comput. Esmeralda Ruiz Pujadas, Covadonga M. Díaz-Caneja, Dejan Stevanovic, Marta Ferrer Quintero, Carlos Martín-Isla, Jerónimo Hernández-González, Angélica Atehortúa, Noussair Lazrak, Lotta Pries, Philippe Delespaul, Marina Camacho, Sinan Gülöksüz, Bart P. F. Rutten, Karim Lekadir
2024	—	`conf`	A Structural Equation Model Linking Early-Life Stress to Adult Mental and Cardiovascular Disease. SIPAIM Esmeralda Ruiz Pujadas, Anna Cascarano, Vien Ngoc Dang, Marina Camacho, Angélica Maria Atehortúa Labrador, Karim Lekadir
2024	—	`conf`	Prediction of Incident Atrial Fibrillation in Population with Ischemic Heart Disease Using Machine Learning with Radiomics and ECG Markers. MIUA (2) Esmeralda Ruiz Pujadas, Nay Aung, Liliana Szabo, Zahra Raisi-Estabragh, Marina Camacho, Steffen E. Petersen, Polyxeni Gkontra, Karim Lekadir
2018	J	`jnl`	Random walks with statistical shape prior for cochlea and inner ear segmentation in micro-CT images. Mach. Vis. Appl. Esmeralda Ruiz Pujadas, Gemma Piella, Hans Martin Kjer, Miguel Ángel González Ballester
2016	B	`conf`	Cochlea segmentation using iterated random walks with shape prior. Image Processing Esmeralda Ruiz Pujadas, Hans Martin Kjer, Sergio Vera, Mario Ceresa, Miguel Ángel González Ballester
2016	J	`jnl`	Iterated random walks with shape prior. Image Vis. Comput. Esmeralda Ruiz Pujadas, Hans Martin Kjer, Gemma Piella, Miguel Ángel González Ballester
2016	J	`jnl`	Random walks with shape prior for cochlea segmentation in ex vivo \(\mu \hbox {CT}\). Int. J. Comput. Assist. Radiol. Surg. Esmeralda Ruiz Pujadas, Hans Martin Kjer, Gemma Piella, Mario Ceresa, Miguel Ángel González Ballester
2016	—	`conf`	Statistical Shape Model with Random Walks for Inner Ear Segmentation. SeSAMI@MICCAI Esmeralda Ruiz Pujadas, Hans Martin Kjer, Gemma Piella, Miguel Ángel González Ballester
2014	—	`—`	Medical image segmentation with shape priors (Medizinische Bildsegmentierung mit Shape Priors) Esmeralda Ruiz Pujadas
2014	J	`jnl`	Shape-Based Normalized Cuts Using Spectral Relaxation for Biomedical Segmentation. IEEE Trans. Image Process. Esmeralda Ruiz Pujadas, Marco Reisert
2013	B	`conf`	Image segmentation using normalized cuts with multiple priors. Image Processing Esmeralda Ruiz Pujadas, Marco Reisert
2013	—	`conf`	Non-euclidean basis function based level set segmentation with statistical shape prior. EMBC Esmeralda Ruiz Pujadas, Marco Reisert, Li Bai
2011	J	`jnl`	Distributed SAT. Artif. Intell. Rev. Esmeralda Ruiz Pujadas