1. Carotid Ultrasound Boundary Study (CUBS): Technical considerations on an open multi-center analysis of computerized measurement systems for intima-media thickness measurement on common carotid artery longitudinal B-mode ultrasound scans. (May 2022) Authors: Meiburger, Kristen M.; Marzola, Francesco; Zahnd, Guillaume; Faita, Francesco; Loizou, Christos P.; Lainé, Nolann; Carvalho, Catarina; Steinman, David A.; Gibello, Lorenzo; Bruno, Rosa Maria; Clarenbach, Ricarda; Francesconi, Martina; Nicolaides, Andrew N.; Liebgott, Hervé; Campilho, Aurélio; Gho... Journal: Computers in biology and medicine Issue: Volume 144(2022) Page Start: Record Type: Journal Article View Content: Available online (eLD content is only available in our Reading Rooms) ↗
2. Color fundus image registration using a learning-based domain-specific landmark detection methodology. (January 2022) Authors: Rivas-Villar, David; Hervella, Álvaro S.; Rouco, José; Novo, Jorge Journal: Computers in biology and medicine Issue: Volume 140(2022) Page Start: Record Type: Journal Article View Content: Available online (eLD content is only available in our Reading Rooms) ↗
3. Context encoder transfer learning approaches for retinal image analysis. (January 2023) Authors: Morís, Daniel I.; Hervella, Álvaro S.; Rouco, José; Novo, Jorge; Ortega, Marcos Journal: Computers in biology and medicine Issue: Volume 152(2023) Page Start: Record Type: Journal Article View Content: Available online (eLD content is only available in our Reading Rooms) ↗
4. Deep multi-instance heatmap regression for the detection of retinal vessel crossings and bifurcations in eye fundus images. (April 2020) Authors: Hervella, Álvaro S.; Rouco, José; Novo, Jorge; Penedo, Manuel G.; Ortega, Marcos Journal: Computer methods and programs in biomedicine Issue: Volume 186(2020) Page Start: Record Type: Journal Article View Content: Available online (eLD content is only available in our Reading Rooms) ↗
5. Fully automatic detection and classification of phytoplankton specimens in digital microscopy images. (March 2021) Authors: Rivas-Villar, David; Rouco, José; Carballeira, Rafael; Penedo, Manuel G.; Novo, Jorge Journal: Computer methods and programs in biomedicine Issue: Volume 200(2021) Page Start: Record Type: Journal Article View Content: Available online (eLD content is only available in our Reading Rooms) ↗
6. Multimodal image encoding pre-training for diabetic retinopathy grading. (April 2022) Authors: Hervella, Álvaro S.; Rouco, José; Novo, Jorge; Ortega, Marcos Journal: Computers in biology and medicine Issue: Volume 143(2022) Page Start: Record Type: Journal Article View Content: Available online (eLD content is only available in our Reading Rooms) ↗
7. Self-supervised multimodal reconstruction of retinal images over paired datasets. (15th December 2020) Authors: Hervella, Álvaro S.; Rouco, José; Novo, Jorge; Ortega, Marcos Journal: Expert systems with applications Issue: Volume 161(2020) Page Start: Record Type: Journal Article View Content: Available online (eLD content is only available in our Reading Rooms) ↗
8. Self-supervised multimodal reconstruction pre-training for retinal computer-aided diagnosis. (15th December 2021) Authors: Hervella, Álvaro S.; Rouco, José; Novo, Jorge; Ortega, Marcos Journal: Expert systems with applications Issue: Volume 185(2021) Page Start: Record Type: Journal Article View Content: Available online (eLD content is only available in our Reading Rooms) ↗
9. Weakly-supervised detection of AMD-related lesions in color fundus images using explainable deep learning. (February 2023) Authors: Morano, José; Hervella, Álvaro S.; Rouco, José; Novo, Jorge; Fernández-Vigo, José I.; Ortega, Marcos Journal: Computer methods and programs in biomedicine Issue: Volume 229(2023) Page Start: Record Type: Journal Article View Content: Available online (eLD content is only available in our Reading Rooms) ↗