Carlos Ferreira

According to our database, Carlos Ferreira authored at least 17 papers between 2018 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

Towards Inclusive AI System Development for Disease Risk Prediction: Collecting, Prioritising and Incorporating User Stories from Heterogeneous Stakeholders.

Nicholas Shopland, Andrew M. Burton, David J. Brown, Mufti Mahmud, Muhammad Arifur Rahman, David R. Baldwin, Antti Airola, Tapio Pahikkala, Elina Kontio, Jussi Salmi, Carlos Alexandre Nunes Ferreira, Tânia Pereira, Hélder Filipe Oliveira, Almudena Maceda Garcia, Christos Chatzichristos

Proceedings of the HCI International 2025 - Late Breaking Papers, 2025

2024

Towards automatic forecasting of lung nodule diameter with tabular data and CT imaging.

Carlos A. Ferreira, Kiran Vaidhya Venkadesh, Colin Jacobs, Miguel T. Coimbra, Aurélio Campilho

Biomed. Signal Process. Control., 2024

Automated Visceral and Subcutaneous Fat Segmentation in Computed Tomography.

Rui Castro, Inês Sousa, Fábio Nunes, Jennifer Mancio, Ricardo Fontes-Carvalho, Carlos Ferreira, João Pedrosa

Proceedings of the IEEE International Symposium on Biomedical Imaging, 2024

2023

LNDb Dataset.

João Pedrosa, Guilherme Aresta, Carlos Ferreira, Márcio Rodrigues, Patrícia Leitão, André Silva Carvalho, João Rebelo, Eduardo Negrão, Isabel Ramos, António Cunha, Aurélio Campilho

Dataset, September, 2023

2022

LNDb Dataset.

João Pedrosa, Guilherme Aresta, Carlos Ferreira, Márcio Rodrigues, Patrícia Leitão, André Silva Carvalho, João Rebelo, Eduardo Negrão, Isabel Ramos, António Cunha, Aurélio Campilho

Dataset, October, 2022

LNDb Dataset.

João Pedrosa, Guilherme Aresta, Carlos Ferreira, Márcio Rodrigues, Patrícia Leitão, André Silva Carvalho, João Rebelo, Eduardo Negrão, Isabel Ramos, António Cunha, Aurélio Campilho

Dataset, September, 2022

Automatic Label Detection in Chest Radiography Images.

João Pedrosa, Guilherme Aresta, Carlos Ferreira, Ana Maria Mendonça, Aurélio Campilho

Proceedings of the 15th International Joint Conference on Biomedical Engineering Systems and Technologies, 2022

2021

LNDb challenge on automatic lung cancer patient management.

João Pedrosa, Guilherme Aresta, Carlos Ferreira, Gurraj Atwal, Hady Ahmady Phoulady, Xiaoyu Chen, Rongzhen Chen, Jiaoliang Li, Liansheng Wang, Adrian Galdran, Hamid Bouchachia, Krishna Chaitanya Kaluva, Kiran Vaidhya, Abhijith Chunduru, Sambit Tarai, Sai Prasad Pranav Nadimpalli, Suthirth Vaidya, Ildoo Kim, Alexandr G. Rassadin, Zhenhuan Tian, Zhongwei Sun, Yizhuan Jia, Xuejun Men, Isabel Ramos, António Cunha, Aurélio Campilho

Medical Image Anal., 2021

A multi-task CNN approach for lung nodule malignancy classification and characterization.

Sónia Marques, Filippo Schiavo, Carlos A. Ferreira, João Pedrosa, António Cunha, Aurélio Campilho

Expert Syst. Appl., 2021

Ovarian Structures Detection using Convolutional Neural Networks.

Diego S. Wanderley, Carlos Ferreira, Aurélio Campilho, Jorge Alves Silva

Proceedings of the CENTERIS 2021 - International Conference on ENTERprise Information Systems / ProjMAN 2021 - International Conference on Project MANagement / HCist 2021, 2021

2020

LNDb Dataset.

João Pedrosa, Guilherme Aresta, Carlos Ferreira, Márcio Rodrigues, Patrícia Leitão, André Silva Carvalho, João Rebelo, Eduardo Negrão, Isabel Ramos, António Cunha, Aurélio Campilho

Dataset, November, 2020

Automatic Lung Nodule Detection Combined With Gaze Information Improves Radiologists' Screening Performance.

Guilherme Aresta, Carlos Ferreira, João Pedrosa, Teresa Araújo, João Rebelo, Eduardo Negrão, Margarida Morgado, Filipe Alves, António Cunha, Isabel Ramos, Aurélio Campilho

IEEE J. Biomed. Health Informatics, 2020

Classification of Lung Nodules in CT Volumes Using the Lung-RADS™ Guidelines with Uncertainty Parameterization.

Carlos A. Ferreira, Guilherme Aresta, João Pedrosa, João Rebelo, Eduardo Negrão, António Cunha, Isabel Ramos, Aurélio Campilho

Proceedings of the 17th IEEE International Symposium on Biomedical Imaging, 2020

2019

LNDb: A Lung Nodule Database on Computed Tomography.

João Pedrosa, Guilherme Aresta, Carlos Ferreira, Márcio Rodrigues, Patrícia Leitão, André Silva Carvalho, João Rebelo, Eduardo Negrão, Isabel Ramos, António Cunha, Aurélio Campilho

CoRR, 2019

Did you miss it? Automatic lung nodule detection combined with gaze information improves radiologists' screening performance.

Guilherme Aresta, Carlos Ferreira, João Pedrosa, Teresa Araújo, João Rebelo, Eduardo Negrão, Margarida Morgado, Filipe Alves, António Cunha, Isabel Ramos, Aurélio Campilho

CoRR, 2019

2018

Classification of Breast Cancer Histology Images Through Transfer Learning Using a Pre-trained Inception Resnet V2.

Carlos A. Ferreira, Tânia Melo, Patrick Sousa, Maria Inês Meyer, Elham Shakibapour, Pedro Costa, Aurélio Campilho

Proceedings of the Image Analysis and Recognition - 15th International Conference, 2018

Convolutional Neural Network Architectures for Texture Classification of Pulmonary Nodules.

Carlos A. Ferreira, António Cunha, Ana Maria Mendonça, Aurélio Campilho

Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2018