Neus Martínez-Abadías

16 papers A 1Misc 2Journal 6Unranked 7
YearRankTypeTitle / Venue / Authors
2026 J jnl
Generative Latent Representations of 3D Brain MRI for Multi-Task Downstream Analysis in Down Syndrome.
CoRR
Jordi Malé, Juan Fortea, Mateus Rozalem Aranha, Neus Martínez-Abadías, Xavier Sevillano
2025 J jnl
A 3D Facial Reconstruction Evaluation Methodology: Comparing Smartphone Scans with Deep Learning Based Methods Using Geometry and Morphometry Criteria.
CoRR
Álvaro Heredia-Lidón, Alejandro Moñux-Bernal, Alejandro González, Luis Miguel Echeverry-Quiceno, Max Rubert, Aroa Casado, María Esther Esteban, Mireia Andreu-Montoriol, Susanna Gallardo, Cristina Ruffo, Neus Martínez-Abadías, Xavier Sevillano
2025 Misc conf
A Geometric and Morphometric Methodology for Evaluating Low-Cost 3D Facial Acquisition and Reconstruction Techniques.
IbPRIA
Álvaro Heredia-Lidón, Alejandro Moñux-Bernal, Alejandro González, Luis Miguel Echeverry-Quiceno, Mireia Andreu-Montoriol, Susanna Gallardo, Aroa Casado, María Esther Esteban, Neus Martínez-Abadías, Xavier Sevillano
2025 J jnl
BioFace3D: An end-to-end open-source software for automated extraction of potential 3D facial biomarkers from MRI scans.
Comput. Methods Programs Biomed.
Álvaro Heredia-Lidón, Luis Miguel Echeverry-Quiceno, Alejandro González, Noemí Hostalet, Edith Pomarol-Clotet, Juan Fortea, Mar Fatjó-Vilas, Neus Martínez-Abadías, Xavier Sevillano
2025 — conf
Exploiting Generative Models for Downstream Classification Tasks on Latent Spaces Using 3D Brain MRI Scans: A Down Syndrome Case Study.
IbPRIA (2)
Jordi Malé, Juan Fortea, Mateus Rozalem Aranha, Neus Martínez-Abadías, Xavier Sevillano
2024 — conf
A Critical Comparison Between Template-Based and Architecture-Reused Deep Learning Methods for Generic 3D Landmarking of Anatomical Structures.
ShapeMI@MICCAI
Álvaro Heredia-Lidón, Christian García-Mascarell, Luis Miguel Echeverry-Quiceno, Noemí Hostalet, Daniel Herrera-Escartín, Alejandro González, Edith Pomarol-Clotet, Juan Fortea, Mar Fatjó-Vilas, Neus Martínez-Abadías, Xavier Sevillano
2024 J jnl
BioFace3D: A fully automatic pipeline for facial biomarkers extraction of 3D face reconstructions segmented from MRI.
CoRR
Álvaro Heredia-Lidón, Luis Miguel Echeverry-Quiceno, Alejandro González, Noemí Hostalet, Edith Pomarol-Clotet, Juan Fortea, Mar Fatjó-Vilas, Neus Martínez-Abadías, Xavier Sevillano
2024 — conf
Landmark Anything: Multi-View Consensus Convolutional Networks Applied to the 3D Landmarking of Anatomical Structures.
CCIA
Álvaro Heredia-Lidón, Christian García-Mascarell, Luis Miguel Echeverry-Quiceno, Daniel Herrera-Escartín, Juan Fortea, Edith Pomarol-Clotet, Mar Fatjó-Vilas, Neus Martínez-Abadías, Xavier Sevillano
2024 — conf
Towards the Discovery of Down Syndrome Brain Biomarkers Using Generative Models.
ECCV Workshops (16)
Jordi Malé, Juan Fortea, Mateus Rozalem Aranha, Yann Heuzé, Neus Martínez-Abadías, Xavier Sevillano
2024 J jnl
Towards the Discovery of Down Syndrome Brain Biomarkers Using Generative Models.
CoRR
Jordi Malé, Juan Fortea, Mateus Rozalem Aranha, Yann Heuzé, Neus Martínez-Abadías, Xavier Sevillano
2024 — conf
Unsupervised Deep Learning Architectures for Anomaly Detection in Brain MRI Scans.
CCIA
Jordi Malé, Víctor Xirau, Juan Fortea, Yann Heuzé, Neus Martínez-Abadías, Xavier Sevillano
2023 — conf
A Deep Learning-Based Pipeline for Computing Brain Biomarkers from MRI.
CCIA
Jordi Malé, Yann Heuzé, Juan Fortea, Neus Martínez-Abadías, Xavier Sevillano
2023 Misc conf
Automated Orientation Detection of 3D Head Reconstructions from sMRI Using Multiview Orthographic Projections: An Image Classification-Based Approach.
IbPRIA
Álvaro Heredia-Lidón, Alejandro González, Carlos Guerrero-Mosquera, Rubèn Gonzàlez-Colom, Luis M. Echeverry, Noemí Hostalet, Raymond Salvador, Edith Pomarol-Clotet, Juan Fortea, Neus Martínez-Abadías, Mar Fatjó-Vilas, Xavier Sevillano
2023 — conf
Full-Range Yaw Prediction: A Multi-View Approach for 3D Head Model Pose Estimation Using Convolutional Neural Networks.
CCIA
Álvaro Heredia-Lidón, Neus Martínez-Abadías, Xavier Sevillano
2023 A conf
Single-Landmark vs. Multi-Landmark Deep Learning Approaches to Brain MRI Landmarking: a Case Study with Healthy Controls and Down Syndrome Individuals.
BMVC
Jordi Malé, Yann Heuzé, Juan Fortea, Neus Martínez-Abadías, Xavier Sevillano
2022 J jnl
μMatch: 3D Shape Correspondence for Biological Image Data.
Frontiers Comput. Sci.
James Klatzow, Giovanni Dalmasso, Neus Martínez-Abadías, James Sharpe, Virginie Uhlmann