Multimodal Multi-tasking for Skin Lesion Classification Using Deep Neural Networks. - Rafaela Carvalho; João Pedrosa; Tudor Nedelcu (ISVC (1), 2021)

Continual Learning in an Industrial Scenario: Equipment Classification on Edge Devices. - Ana C. Morgado; Rafaela Carvalho; Catarina Andrade; Telmo Barbosa; Gonçalo Santos; Maria João M. Vasconcelos (IPAS, 2022)

Exploring CNN and Transformer-Based Architectures to Improve Image Segmentation for Chronic Wound Measurement. - Rafaela Carvalho; Ana C. Morgado; Ana Filipa Sampaio; Maria João M. Vasconcelos (AMAI@MICCAI, 2024)

Automating Tissue Segmentation and Quantification for Wound Healing Assessment. - Rafaela Carvalho; Ana Filipa Sampaio; Maria João M. Vasconcelos (CBMS, 2025)

Deep Learning-Driven Pipeline for Automated Wound Measurement of Chronic Wounds. - Ana Filipa Sampaio; Rafaela Carvalho; Maria João M. Vasconcelos (MIUA (2), 2025)