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Daniel Sierra-Sosa
Daniel Sierra-Sosa
Department of Electrical Engineering and Computer Science, The Catholic University of America
Dirección de correo verificada de cua.edu - Página principal
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Citado por
Citado por
Año
IoT in smart cities: A survey of technologies, practices and challenges
AS Syed, D Sierra-Sosa, A Kumar, A Elmaghraby
Smart Cities 4 (2), 429-475, 2021
4312021
Deep learning techniques for speech emotion recognition, from databases to models
BJ Abbaschian, D Sierra-Sosa, A Elmaghraby
Sensors 21 (4), 1249, 2021
2802021
Tissue classification and segmentation of pressure injuries using convolutional neural networks
S Zahia, D Sierra-Sosa, B Garcia-Zapirain, A Elmaghraby
Computer methods and programs in biomedicine 159, 51-58, 2018
882018
Variational quantum classifier for binary classification: Real vs synthetic dataset
D Maheshwari, D Sierra-Sosa, B Garcia-Zapirain
IEEE access 10, 3705-3715, 2021
642021
Quantum machine learning applications in the biomedical domain: A systematic review
D Maheshwari, B Garcia-Zapirain, D Sierra-Sosa
Ieee Access 10, 80463-80484, 2022
582022
Scalable healthcare assessment for diabetic patients using deep learning on multiple GPUs
D Sierra-Sosa, B Garcia-Zapirain, C Castillo, I Oleagordia, R Nuno-Solinis, ...
IEEE transactions on industrial informatics 15 (10), 5682-5689, 2019
582019
Automatized colon polyp segmentation via contour region analysis
A Sánchez-González, B García-Zapirain, D Sierra-Sosa, A Elmaghraby
Computers in biology and medicine 100, 152-164, 2018
572018
Malicious text identification: deep learning from public comments and emails
A Baccouche, S Ahmed, D Sierra-Sosa, A Elmaghraby
Information 11 (6), 312, 2020
462020
Tensorflow quantum: Impacts of quantum state preparation on quantum machine learning performance
D Sierra-Sosa, M Telahun, A Elmaghraby
IEEE Access 8, 215246-215255, 2020
442020
Kudo’s classification for colon polyps assessment using a deep learning approach
S Patino-Barrientos, D Sierra-Sosa, B Garcia-Zapirain, C Castillo-Olea, ...
Applied Sciences 10 (2), 501, 2020
432020
Trends on health in social media: analysis using twitter topic modeling
M Asghari, D Sierra-Sosa, A Elmaghraby
2018 IEEE international symposium on signal processing and information …, 2018
302018
Automatic colon polyp detection using Convolutional encoder-decoder model
O Bardhi, D Sierra-Sosa, B Garcia-Zapirain, A Elmaghraby
2017 IEEE international symposium on signal processing and information …, 2017
302017
A topic modeling framework for spatio-temporal information management
M Asghari, D Sierra-Sosa, AS Elmaghraby
Information processing & management 57 (6), 102340, 2020
292020
Pressure ulcer image segmentation technique through synthetic frequencies generation and contrast variation using toroidal geometry
DP Ortiz, D Sierra-Sosa, BG Zapirain
Biomedical engineering online 16, 1-19, 2017
292017
A deep convolutional neural network-xgb for direction and severity aware fall detection and activity recognition
AS Syed, D Sierra-Sosa, A Kumar, A Elmaghraby
Sensors 22 (7), 2547, 2022
282022
BINER: A low-cost biomedical named entity recognition
M Asghari, D Sierra-Sosa, AS Elmaghraby
Information Sciences 602, 184-200, 2022
242022
Dementia prediction applying variational quantum classifier
D Sierra-Sosa, J Arcila-Moreno, B Garcia-Zapirain, C Castillo-Olea, ...
arXiv preprint arXiv:2007.08653, 2020
222020
A hierarchical approach to activity recognition and fall detection using wavelets and adaptive pooling
AS Syed, D Sierra-Sosa, A Kumar, A Elmaghraby
Sensors 21 (19), 6653, 2021
202021
Detection of volatile compounds emitted by bacteria in wounds using gas sensors
C Salinas Alvarez, D Sierra-Sosa, B Garcia-Zapirain, D Yoder-Himes, ...
Sensors 19 (7), 1523, 2019
182019
Efficient use of mobile devices for quantification of pressure injury images
B Garcia-Zapirain, D Sierra-Sosa, D Ortiz, M Isaza-Monsalve, ...
Technology and Health Care 26 (S1), 269-280, 2018
162018
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