Rafaela Carvalho

According to our database, Rafaela Carvalho authored at least 5 papers between 2021 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2025

Deep Learning-Driven Pipeline for Automated Wound Measurement of Chronic Wounds.

Ana Filipa Sampaio, Rafaela Carvalho, Maria João M. Vasconcelos

Proceedings of the Medical Image Understanding and Analysis - 29th Annual Conference, 2025

Automating Tissue Segmentation and Quantification for Wound Healing Assessment.

Rafaela Carvalho, Ana Filipa Sampaio, Maria João M. Vasconcelos

Proceedings of the 38th IEEE International Symposium on Computer-Based Medical Systems, 2025

2024

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

Proceedings of the Applications of Medical Artificial Intelligence, 2024

2022

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

Proceedings of the 5th IEEE International Conference on Image Processing Applications and Systems, 2022

2021

Multimodal Multi-tasking for Skin Lesion Classification Using Deep Neural Networks.

Rafaela Carvalho, João Pedrosa, Tudor Nedelcu

Proceedings of the Advances in Visual Computing - 16th International Symposium, 2021