Yazar "Lima, Carlos S." için listeleme
-
Detection of bladder cancer with feature fusion, transfer learning and CapsNets
Freitas, Nuno R.; Vieira, Pedro M.; Cordeiro, Agostinho; Tinoco, Catarina; Morais, Nuno; Torres, João; Anacleto, Sara; del Pilar Laguna Pes, Maria; Lima, Estevão; Lima, Carlos S. (Elsevier B.V., 2022)This paper confronts two approaches to classify bladder lesions shown in white light cystoscopy images when using small datasets: the classical one, where handcrafted-based features feed pattern recognition systems and the ... -
Multiple mask and boundary scoring R-CNN with cGAN data augmentation for bladder tumor segmentation in WLC videos
Freitas, Nuno R.; Vieira, Pedro M.; Tinoco, Catarina; Anacleto, Sara; Oliveira, Jorge F.; Vaz, A. Ismael F.; del Pilar Laguna Pes, Maria; Lima, Estêvão; Lima, Carlos S. (Elsevier B.V., 2024)Automatic diagnosis systems capable of handling multiple pathologies are essential in clinical practice. This study focuses on enhancing precise lesion localization, classification and delineation in transurethral resection ...