Electrocardiogram lead conversion from single-lead blindly-segmented signals

Authors: Sofia C. Beco, João Ribeiro Pinto, Jaime S. Cardoso

Source: BMC Medical Informatics and Decision Making, Vol 22, Iss 1, Pp 1-15 (2022)

Subject Terms: Autoencoder, Conversion, Deep learning, Electrocardiogram (ECG), Leads, U-Net, Computer applications to medicine. Medical informatics, R858-859.7

File Description: electronic resource

Relation: https://doaj.org/toc/1472-6947

Access URL: https://doaj.org/article/25590ce8753145ab8a3da91e4408f1d3

An exploratory study of interpretability for face presentation attack detection

Authors: Ana F. Sequeira, Tiago Gonçalves, Wilson Silva, João Ribeiro Pinto, Jaime S. Cardoso

Source: IET Biometrics, Vol 10, Iss 4, Pp 441-455 (2021)

Subject Terms: biometrics (access control), face recognition, deep learning (artificial intelligence), Electronic computers. Computer science, QA75.5-76.95

File Description: electronic resource

Relation: https://doaj.org/toc/2047-4938; https://doaj.org/toc/2047-4946

Access URL: https://doaj.org/article/bdb49cbc2c18486c8a3f08467cd7ba16

Weakly-Supervised Classification of HER2 Expression in Breast Cancer Haematoxylin and Eosin Stained Slides

Authors: Sara P. Oliveira, João Ribeiro Pinto, Tiago Gonçalves, Rita Canas-Marques, Maria-João Cardoso, Hélder P. Oliveira, Jaime S. Cardoso

Source: Applied Sciences, Vol 10, Iss 14, p 4728 (2020)

Subject Terms: weakly-supervised learning, HER2, breast cancer, Technology, Engineering (General). Civil engineering (General), TA1-2040, Biology (General), QH301-705.5, Physics, QC1-999, Chemistry, QD1-999

File Description: electronic resource

Relation: https://www.mdpi.com/2076-3417/10/14/4728; https://doaj.org/toc/2076-3417

Access URL: https://doaj.org/article/c92b78d70228495793cbff626dc0ee9e

Towards a Continuous Biometric System Based on ECG Signals Acquired on the Steering Wheel

Authors: João Ribeiro Pinto, Jaime S. Cardoso, André Lourenço, Carlos Carreiras

Source: Sensors, Vol 17, Iss 10, p 2228 (2017)

Subject Terms: authentication, biometrics, continuous, electrocardiogram (ECG), identification, off-the-person, outlier detection, signal denoising, Chemical technology, TP1-1185

File Description: electronic resource

Relation: https://www.mdpi.com/1424-8220/17/10/2228; https://doaj.org/toc/1424-8220

Access URL: https://doaj.org/article/69b2a942d5e2419c9872df354994344a

Intrinsic Explainability for End-to-End Object Detection

Authors: Luis Fernandes, Joao N. D. Fernandes, Mariana Calado, Joao Ribeiro Pinto, Ricardo Cerqueira, Jaime S. Cardoso

Source: IEEE Access, Vol 12, Pp 2623-2634 (2024)

Subject Terms: Automated driving, healthcare, explainable AI, object detection, Electrical engineering. Electronics. Nuclear engineering, TK1-9971

File Description: electronic resource

Relation: https://ieeexplore.ieee.org/document/10373851/; https://doaj.org/toc/2169-3536

Access URL: https://doaj.org/article/b7096987fd9145adbe39a2611c0d3068

Beyond Masks: On the Generalization of Masked Face Recognition Models to Occluded Face Recognition

Authors: Pedro C. Pedro Neto, Joao Ribeiro Pinto, Fadi Boutros, Naser Damer, Ana F. Sequeira, Jaime S. Cardoso

Source: IEEE Access, Vol 10, Pp 86222-86233 (2022)

Subject Terms: Deep learning, biometrics, occluded face recognition, masked face recognition, face biometrics, computer vision, Electrical engineering. Electronics. Nuclear engineering, TK1-9971

File Description: electronic resource

Relation: https://ieeexplore.ieee.org/document/9857925/; https://doaj.org/toc/2169-3536

Access URL: https://doaj.org/article/5cb8fefa506f4c1980843389a9c8cdc8

Toward Vehicle Occupant-Invariant Models for Activity Characterization

Authors: Leonardo Capozzi, Vitor Barbosa, Carolina Pinto, Joao Ribeiro Pinto, Americo Pereira, Pedro M. Carvalho, Jaime S. Cardoso

Source: IEEE Access, Vol 10, Pp 104215-104225 (2022)

Subject Terms: Autonomous vehicles, computer vision, deep learning, domain generalization, Electrical engineering. Electronics. Nuclear engineering, TK1-9971

File Description: electronic resource

Relation: https://ieeexplore.ieee.org/document/9906079/; https://doaj.org/toc/2169-3536

Access URL: https://doaj.org/article/9390ca5f379b44b5a82e60f88a803fbd

AUTOMOTIVE: A Case Study on AUTOmatic multiMOdal Drowsiness detecTIon for smart VEhicles

Authors: Telma Esteves, Joao Ribeiro Pinto, Pedro M. Ferreira, Pedro Amaro Costa, Lourenco Abrunhosa Rodrigues, Ines Antunes, Gabriel Lopes, Pedro Gamito, Arnaldo J. Abrantes, Pedro M. Jorge, Andre Lourenco, Ana F. Sequeira, Jaime S. Cardoso, Ana Rebelo

Source: IEEE Access, Vol 9, Pp 153678-153700 (2021)

Subject Terms: Biometrics, biosignals, computer vision, data, driver, drowsiness, Electrical engineering. Electronics. Nuclear engineering, TK1-9971

File Description: electronic resource

Relation: https://ieeexplore.ieee.org/document/9614134/; https://doaj.org/toc/2169-3536

Access URL: https://doaj.org/article/9c060e043ea3414fb915dc5e1cded527

Evolution, Current Challenges, and Future Possibilities in ECG Biometrics

Authors: Joao Ribeiro Pinto, Jaime S. Cardoso, Andre Lourenco

Source: IEEE Access, Vol 6, Pp 34746-34776 (2018)

Subject Terms: Acquisition, authentication, biometrics, biosensors, classification algorithms, electrocardiography, Electrical engineering. Electronics. Nuclear engineering, TK1-9971

File Description: electronic resource

Relation: https://ieeexplore.ieee.org/document/8392675/; https://doaj.org/toc/2169-3536

Access URL: https://doaj.org/article/58b8378d022d44c6ab911f16a8f45a00