Pablo Ribalta Lorenzo

15 papers A 3B 1C 1Journal 6Unranked 4

Year	Rank	Type	Title / Venue / Authors
2020	J	`jnl`	Fully-automated deep learning-powered system for DCE-MRI analysis of brain tumors. Artif. Intell. Medicine Jakub Nalepa, Pablo Ribalta Lorenzo, Michal Marcinkiewicz, Barbara Bobek-Billewicz, Pawel Wawrzyniak, Maksym Walczak, Michal Kawulok, Wojciech Dudzik, Krzysztof Kotowski, Izabela Burda, Bartosz Machura, Grzegorz Mrukwa, Pawel Ulrych, Michael P. Hayball
2020	J	`jnl`	Hyperspectral Band Selection Using Attention-Based Convolutional Neural Networks. IEEE Access Pablo Ribalta Lorenzo, Lukasz Tulczyjew, Michal Marcinkiewicz, Jakub Nalepa
2020	J	`jnl`	Towards resource-frugal deep convolutional neural networks for hyperspectral image segmentation. Microprocess. Microsystems Jakub Nalepa, Marek Antoniak, Michal Myller, Pablo Ribalta Lorenzo, Michal Marcinkiewicz
2019	B	`conf`	Data Augmentation via Image Registration. ICIP Jakub Nalepa, Marcin Cwiek, Wojciech Dudzik, Michal Kawulok, Michael P. Hayball, Grzegorz Mrukwa, Szymon Piechaczek, Pablo Ribalta Lorenzo, Michal Marcinkiewicz, Barbara Bobek-Billewicz, Pawel Wawrzyniak, Pawel Ulrych, Janusz Szymanek
2019	J	`jnl`	Fully-automated deep learning-powered system for DCE-MRI analysis of brain tumors. CoRR Jakub Nalepa, Pablo Ribalta Lorenzo, Michal Marcinkiewicz, Barbara Bobek-Billewicz, Pawel Wawrzyniak, Maksym Walczak, Michal Kawulok, Wojciech Dudzik, Grzegorz Mrukwa, Pawel Ulrych, Michael P. Hayball
2019	—	`conf`	Multi-modal U-Nets with Boundary Loss and Pre-training for Brain Tumor Segmentation. BrainLes@MICCAI (2) Pablo Ribalta Lorenzo, Michal Marcinkiewicz, Jakub Nalepa
2019	J	`jnl`	Segmenting brain tumors from FLAIR MRI using fully convolutional neural networks. Comput. Methods Programs Biomed. Pablo Ribalta Lorenzo, Jakub Nalepa, Barbara Bobek-Billewicz, Pawel Wawrzyniak, Grzegorz Mrukwa, Michal Kawulok, Pawel Ulrych, Michael P. Hayball
2018	J	`jnl`	Band Selection from Hyperspectral Images Using Attention-based Convolutional Neural Networks. CoRR Pablo Ribalta Lorenzo, Lukasz Tulczyjew, Michal Marcinkiewicz, Jakub Nalepa
2018	A	`conf`	Memetic evolution of deep neural networks. GECCO Pablo Ribalta Lorenzo, Jakub Nalepa
2018	C	`conf`	Segmentation of Hyperspectral Images Using Quantized Convolutional Neural Networks. DSD Pablo Ribalta Lorenzo, Michal Marcinkiewicz, Jakub Nalepa
2018	—	`conf`	Segmenting Brain Tumors from MRI Using Cascaded Multi-modal U-Nets. BrainLes@MICCAI (2) Michal Marcinkiewicz, Jakub Nalepa, Pablo Ribalta Lorenzo, Wojciech Dudzik, Grzegorz Mrukwa
2017	—	`conf`	Convergence Analysis of PSO for Hyper-Parameter Selection in Deep Neural Networks. 3PGCIC Jakub Nalepa, Pablo Ribalta Lorenzo
2017	A	`conf`	Hands-Free Research Workflow. EASE Pablo Ribalta Lorenzo, Jakub Nalepa, Luciano Sánchez Ramos, José Ranilla Pastor
2017	—	`conf`	Hyper-parameter selection in deep neural networks using parallel particle swarm optimization. GECCO (Companion) Pablo Ribalta Lorenzo, Jakub Nalepa, Luciano Sánchez Ramos, José Ranilla Pastor
2017	A	`conf`	Particle swarm optimization for hyper-parameter selection in deep neural networks. GECCO Pablo Ribalta Lorenzo, Jakub Nalepa, Michal Kawulok, Luciano Sánchez Ramos, José Ranilla Pastor