Dennis Núñez Fernández

Publication Activity (10 Years)

Years Active: 2017-2021
Publications (10 Years): 12

Top Topics

Convolutional Neural Networks

Microscopic Images

Weakly Supervised

Top Venues

Publications

Carlos Rojas-Azabache, Karen Vilca-Janampa, Renzo Guerrero-Huayta, Dennis Núñez Fernández
Implementing a Detection System for COVID-19 based on Lung Ultrasound Imaging and Deep Learning. CoRR (2021)
Carlos Rojas-Azabache, Karen Vilca-Janampa, Renzo Guerrero-Huayta, Dennis Núñez Fernández
Detection of COVID-19 Disease using Deep Neural Networks with Ultrasound Imaging. CoRR (2021)
Dennis Núñez Fernández, Lamberto Ballan, Gabriel Jiménez-Avalos, Jorge Coronel, Patricia Sheen, Mirko Zimic
Prediction of Tuberculosis using U-Net and segmentation techniques. CoRR (2021)
Dennis Núñez Fernández, Lamberto Ballan, Gabriel Jiménez-Avalos, Jorge Coronel, Mirko Zimic
Using Capsule Neural Network to predict Tuberculosis in lens-free microscopic images. CoRR (2020)
Dennis Núñez Fernández, Lamberto Ballan, Gabriel Jiménez-Avalos, Jorge Coronel, Mirko Zimic
Automatic semantic segmentation for prediction of tuberculosis using lens-free microscopy images. CoRR (2020)
Dennis Núñez Fernández, Franklin Porras-Barrientos, Robert H. Gilman, Macarena Vittet-Mondoñedo, Patricia Sheen, Mirko Zimic
A Convolutional Neural Network for gaze preference detection: A potential tool for diagnostics of autism spectrum disorder in children. CoRR (2020)
Dennis Núñez Fernández, Franklin Porras-Barrientos, Macarena Vittet-Mondoñedo, Robert H. Gilman, Mirko Zimic
Prediction of gaze direction using Convolutional Neural Networks for Autism diagnosis. CoRR (2019)
Dennis Núñez Fernández
Implementation of an Indoor Location System for Mobile-Based Museum Guidance. SIMBig (2019)
Bryan Saldivar-Espinoza, Dennis Núñez Fernández, Franklin Porras-Barrientos, Alicia Alva-Mantari, Lisa Suzanne Leslie, Mirko Zimic
Portable system for the prediction of anemia based on the ocular conjunctiva using Artificial Intelligence. CoRR (2019)
Dennis Núñez Fernández
Development of a Hand Gesture Based Control Interface Using Deep Learning. SIMBig (2019)
Dennis Núñez Fernández
Development of a hand pose recognition system on an embedded computer using CNNs. CoRR (2019)
Dennis Núñez Fernández, Bogdan Kwolek
Hand Posture Recognition Using Convolutional Neural Network. CIARP (2017)