Carlos A. Ferreira

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 11

Top Topics

Convolutional Neural Networks

Transfer Learning

Computed Tomography

Top Venues

CENTERIS/ProjMAN/HCist

Publications

Carlos A. Ferreira, Kiran Vaidhya Venkadesh, Colin Jacobs, Miguel Coimbra, Aurélio Campilho
Towards automatic forecasting of lung nodule diameter with tabular data and CT imaging. Biomed. Signal Process. Control. 96 (2024)
João Pedrosa, Guilherme Aresta, Carlos A. Ferreira, Ana Maria Mendonça, Aurélio Campilho
Automatic Label Detection in Chest Radiography Images. BIOIMAGING (2022)
Sónia Marques, Filippo Schiavo, Carlos A. Ferreira, João Pedrosa, António Cunha, Aurélio Campilho
A multi-task CNN approach for lung nodule malignancy classification and characterization. Expert Syst. Appl. 184 (2021)
João Pedrosa, Guilherme Aresta, Carlos A. 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
LNDb challenge on automatic lung cancer patient management. Medical Image Anal. 70 (2021)
Diego S. Wanderley, Carlos A. Ferreira, Aurélio Campilho, Jorge Alves Silva
Ovarian Structures Detection using Convolutional Neural Networks. CENTERIS/ProjMAN/HCist (2021)
Guilherme Aresta, Carlos A. Ferreira, João Pedrosa, Teresa Araújo, João Rebelo, Eduardo Negrão, Margarida Morgado, Filipe Alves, António Cunha, Isabel Ramos, Aurélio Campilho
Automatic Lung Nodule Detection Combined With Gaze Information Improves Radiologists' Screening Performance. IEEE J. Biomed. Health Informatics 24 (10) (2020)
Carlos A. Ferreira, Guilherme Aresta, João Pedrosa, João Rebelo, Eduardo Negrão, António Cunha, Isabel Ramos, Aurélio Campilho
Classification of Lung Nodules in CT Volumes Using the Lung-RADS™ Guidelines with Uncertainty Parameterization. ISBI (2020)
Guilherme Aresta, Carlos A. Ferreira, João Pedrosa, Teresa Araújo, João Rebelo, Eduardo Negrão, Margarida Morgado, Filipe Alves, António Cunha, Isabel Ramos, Aurélio Campilho
Did you miss it? Automatic lung nodule detection combined with gaze information improves radiologists' screening performance. CoRR (2019)
João Pedrosa, Guilherme Aresta, Carlos A. Ferreira, Márcio Rodrigues, Patrícia Leitão, André Silva Carvalho, João Rebelo, Eduardo Negrão, Isabel Ramos, António Cunha, Aurélio Campilho
LNDb: A Lung Nodule Database on Computed Tomography. CoRR (2019)
Carlos A. Ferreira, António Cunha, Ana Maria Mendonça, Aurélio Campilho
Convolutional Neural Network Architectures for Texture Classification of Pulmonary Nodules. CIARP (2018)
Carlos A. Ferreira, Tânia Melo, Patrick Sousa, Maria Inês Meyer, Elham Shakibapour, Pedro Costa, Aurélio Campilho
Classification of Breast Cancer Histology Images Through Transfer Learning Using a Pre-trained Inception Resnet V2. ICIAR (2018)