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Jacinto C. Nascimento
Jacinto C. Nascimento
Institute for Systems and Robotics (ISR/IST), LARSyS, Instituto Superior Técnico
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Deep Learning in Medical Image Analysis and Multimodal Learning for Clinical Decision Support: Third International Workshop, DLMIA 2017, and 7th International Workshop, ML-CDS ¡¦
MJ Cardoso, T Arbel, G Carneiro, T Syeda-Mahmood, JMRS Tavares, ...
Springer, 2017
6922017
Comparison of segmentation methods for melanoma diagnosis in dermoscopy images
M Silveira, JC Nascimento, JS Marques, ARS Marçal, T Mendonça, ...
IEEE journal of selected topics in signal processing 3 (1), 35-45, 2009
5122009
Performance evaluation of object detection algorithms for video surveillance
JC Nascimento, JS Marques
IEEE Transactions on Multimedia 8 (4), 761-774, 2006
4062006
Unregistered multiview mammogram analysis with pre-trained deep learning models
G Carneiro, J Nascimento, AP Bradley
International conference on medical image computing and computer-assisted ¡¦, 2015
3352015
The segmentation of the left ventricle of the heart from ultrasound data using deep learning architectures and derivative-based search methods
G Carneiro, JC Nascimento, A Freitas
IEEE Transactions on Image Processing 21 (3), 968-982, 2011
2402011
Automated analysis of unregistered multi-view mammograms with deep learning
G Carneiro, J Nascimento, AP Bradley
IEEE transactions on medical imaging 36 (11), 2355-2365, 2017
1992017
3dregnet: A deep neural network for 3d point registration
GD Pais, S Ramalingam, VM Govindu, JC Nascimento, R Chellappa, ...
Proceedings of the IEEE/CVF conference on computer vision and pattern ¡¦, 2020
1962020
Precision radiology: predicting longevity using feature engineering and deep learning methods in a radiomics framework
L Oakden-Rayner, G Carneiro, T Bessen, JC Nascimento, AP Bradley, ...
Scientific reports 7 (1), 1648, 2017
1682017
Comparison of target detection algorithms using adaptive background models
D Hall, J Nascimento, P Ribeiro, E Andrade, P Moreno, S Pesnel, T List, ...
2005 IEEE International Workshop on Visual Surveillance and Performance ¡¦, 2005
1652005
Combining multiple dynamic models and deep learning architectures for tracking the left ventricle endocardium in ultrasound data
G Carneiro, JC Nascimento
IEEE transactions on pattern analysis and machine intelligence 35 (11), 2592 ¡¦, 2013
1552013
Deep learning and data labeling for medical applications
G Carneiro, D Mateus, L Peter, A Bradley, JMRS Tavares, V Belagiannis, ...
139*2016
Medical image noise reduction using the Sylvester–Lyapunov equation
JM Sanches, JC Nascimento, JS Marques
IEEE transactions on image processing 17 (9), 1522-1539, 2008
1372008
Deep reinforcement learning for active breast lesion detection from DCE-MRI
G Maicas, G Carneiro, AP Bradley, JC Nascimento, I Reid
International conference on medical image computing and computer-assisted ¡¦, 2017
1182017
Trajectory classification using switched dynamical hidden Markov models
JC Nascimento, MAT Figueiredo, JS Marques
IEEE Transactions on Image Processing 19 (5), 1338-1348, 2009
1172009
Gait-based person re-identification: A survey
A Nambiar, A Bernardino, JC Nascimento
ACM Computing Surveys (CSUR) 52 (2), 1-34, 2019
952019
Efficient and robust pedestrian detection using deep learning for human-aware navigation
A Mateus, D Ribeiro, P Miraldo, JC Nascimento
Robotics and Autonomous Systems 113, 23-37, 2019
92*2019
Robust shape tracking with multiple models in ultrasound images
JC Nascimento, JS Marques
IEEE Transactions on Image Processing 17 (3), 392-406, 2008
912008
Training medical image analysis systems like radiologists
G Maicas, AP Bradley, JC Nascimento, I Reid, G Carneiro
International Conference on Medical Image Computing and Computer-Assisted ¡¦, 2018
742018
An algorithm for centroid-based tracking of moving objects
JC Nascimento, AJ Abrantes, JS Marques
1999 IEEE international conference on acoustics, speech, and signal ¡¦, 1999
701999
Adaptive snakes using the EM algorithm
JC Nascimento, JS Marques
IEEE Transactions on Image Processing 14 (11), 1678-1686, 2005
692005
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