| COVID-XNet: A custom deep learning system to diagnose and locate COVID-19 in chest X-ray images L Duran-Lopez, JP Dominguez-Morales, J Corral-Jaime, S Vicente-Diaz, ... Applied Sciences 10 (16), 5683, 2020 | 104 | 2020 |
| PROMETEO: A CNN-based computer-aided diagnosis system for WSI prostate cancer detection L Duran-Lopez, JP Dominguez-Morales, AF Conde-Martin, ... Ieee Access 8, 128613-128628, 2020 | 82 | 2020 |
| Data-driven color augmentation for H&E stained images in computational pathology N Marini, S Otalora, M Wodzinski, S Tomassini, AF Dragoni, ... Journal of Pathology Informatics 14, 100183, 2023 | 35 | 2023 |
| Iot device for sitting posture classification using artificial neural networks F Luna-Perejón, JM Montes-Sánchez, L Durán-López, A Vazquez-Baeza, ... Electronics 10 (15), 1825, 2021 | 33 | 2021 |
| Wildlife monitoring on the edge: A performance evaluation of embedded neural networks on microcontrollers for animal behavior classification JP Dominguez-Morales, L Duran-Lopez, D Gutierrez-Galan, ... Sensors 21 (9), 2975, 2021 | 27 | 2021 |
| An automated fall detection system using recurrent neural networks F Luna-Perejon, J Civit-Masot, I Amaya-Rodriguez, L Duran-Lopez, ... Artificial Intelligence in Medicine: 17th Conference on Artificial …, 2019 | 24 | 2019 |
| Wide & Deep neural network model for patch aggregation in CNN-based prostate cancer detection systems L Duran-Lopez, JP Dominguez-Morales, D Gutierrez-Galan, ... Computers in Biology and Medicine 136, 104743, 2021 | 21 | 2021 |
| Performance evaluation of deep learning-based prostate cancer screening methods in histopathological images: measuring the impact of the model’s complexity on its processing speed L Duran-Lopez, JP Dominguez-Morales, A Rios-Navarro, ... Sensors 21 (4), 1122, 2021 | 17 | 2021 |
| A comparative study of the inter-observer variability on Gleason grading against Deep Learning-based approaches for prostate cancer JM Marrón-Esquivel, L Duran-Lopez, A Linares-Barranco, ... Computers in Biology and Medicine 159, 106856, 2023 | 16 | 2023 |
| Polyp Detection in Gastrointestinal Images using Faster Regional Convolutional Neural Network. L Duran-Lopez, F Luna-Perejon, I Amaya-Rodriguez, J Civit-Masot, ... VISIGRAPP (4: VISAPP), 626-631, 2019 | 10 | 2019 |
| Metodología aprendizaje basado en proyectos (ABP) L López Didactia, 2018 | 9 | 2018 |
| A Low-power, Reachable, Wearable and Intelligent IoT Device for Animal Activity Monitoring. L Duran-Lopez, D Gutierrez-Galan, JP Dominguez-Morales, ... IJCCI 2019, 11th, 2019 | 8 | 2019 |
| A systematic comparison of deep learning methods for Gleason grading and scoring JP Dominguez-Morales, L Duran-Lopez, N Marini, S Vicente-Diaz, ... Medical Image Analysis 95, 103191, 2024 | 6 | 2024 |
| A systematic comparison of different machine learning models for the spatial estimation of air pollution E Cerezuela-Escudero, JM Montes-Sanchez, JP Dominguez-Morales, ... Applied Intelligence 53 (24), 29604-29619, 2023 | 6 | 2023 |
| Prediction of melanoma Breslow thickness using deep transfer learning algorithms JC Hernández-Rodríguez, L Durán-López, JP Domínguez-Morales, ... Clinical and Experimental Dermatology 48 (7), 752-758, 2023 | 6 | 2023 |
| Glioma Diagnosis Aid through CNNs and Fuzzy-C Means for MRI. I Amaya-Rodriguez, L Duran-Lopez, F Luna-Perejon, J Civit-Masot, ... IJCCI, 528-535, 2019 | 6 | 2019 |
| Sampling Frequency Evaluation on Recurrent Neural Networks Architectures for IoT Real-time Fall Detection Devices. F Luna-Perejon, J Civit-Masot, L Muñoz-Saavedra, L Duran-Lopez, ... IJCCI, 536-541, 2019 | 6 | 2019 |
| Interfacing PDM MEMS microphones with PFM spiking systems: Application for neuromorphic auditory sensors D Gutierrez-Galan, A Rios-Navarro, JP Dominguez-Morales, ... Neural processing letters 55 (2), 1281-1292, 2023 | 4 | 2023 |
| Efficient memory organization for DNN hardware accelerator implementation on PSoC A Rios-Navarro, D Gutierrez-Galan, JP Dominguez-Morales, ... Electronics 10 (1), 94, 2021 | 4 | 2021 |
| Semipresencialidad en tiempos de COVID-19: adaptación de la docencia en el ámbito de Fundamentos de Informática L Duran-Lopez, D Gutierrez-Galan, E Cerezuela-Escudero, ... Asociación de Enseñantes Universitarios de la Informática (AENUI), 2021 | 3 | 2021 |
Juan P. Dominguez-MoralesAssociate Professor, Robotics and Tech. of Computers Lab., Universidad de SevillaE-mail confirmado em us.es