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Alfonso Lagares
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2020 – today
- 2024
- [c14]Himar Fabelo, Raquel León, Emanuele Torti, Santiago Marco, Max Verbers, Yann Falevoz, Yolanda Ramallo-Fariña, Christian Weis, Ana M. Wägner, Eduardo Juárez Martínez, Claudio Rial, Alfonso Lagares, Gustav Burström, Francesco Leporati, Elisa Marenzi, Teresa Cervero, Miquel Moretó, Giovanni Danese, Sveta Zinger, Francesca Manni, Maria Luisa Alvarez-Male, Jesús Morera, Bernardino Clavo, Gustavo M. Callicó, Stratum Consortium:
3D Decision Support Tool for Brain Tumour Surgery: The STRATUM Project. DSD 2024: 443-450 - [i1]Jaime Sancho, Manuel Villa, Miguel Chavarrías, Eduardo Juárez, Alfonso Lagares, César Sanz:
SLIMBRAIN: Augmented Reality Real-Time Acquisition and Processing System For Hyperspectral Classification Mapping with Depth Information for In-Vivo Surgical Procedures. CoRR abs/2404.00048 (2024) - 2023
- [j4]Jaime Sancho, Manuel Villa, Miguel Chavarrías, Eduardo Juárez, Alfonso Lagares, César Sanz:
SLIMBRAIN: Augmented reality real-time acquisition and processing system for hyperspectral classification mapping with depth information for in-vivo surgical procedures. J. Syst. Archit. 140: 102893 (2023) - [c13]Pedro L. Cebrián, Alberto Martín-Pérez, Manuel Villa, Jaime Sancho, Gonzalo Rosa, Guillermo Vázquez, Pallab Sutradhar, Alejandro Martinez de Ternero, Miguel Chavarrías, Alfonso Lagares, Eduardo Juárez, César Sanz:
Deep Recurrent Neural Network Performing Spectral Recurrence on Hyperspectral Images for Brain Tissue Classification. DASIP 2023: 15-27 - [c12]Guillermo Vázquez, Manuel Villa, Alberto Martín-Pérez, Jaime Sancho, Gonzalo Rosa, Pedro L. Cebrián, Pallab Sutradhar, Alejandro Martinez de Ternero, Miguel Chavarrías, Alfonso Lagares, Eduardo Juárez, César Sanz:
Brain Blood Vessel Segmentation in Hyperspectral Images Through Linear Operators. DASIP 2023: 28-39 - [c11]Gonzalo Rosa, Cristina Sánchez Carabias, Victoria Cunha Alves, Manuel Villa, Alberto Martín-Pérez, Miguel Chavarrías, Alfonso Lagares, Eduardo Juárez, César Sanz:
Transmittance Hyperspectral Capture System and Methodology Assessment for Blood-Liquid Serum Samples Analysis. DSD 2023: 485-492 - [c10]Guillermo Vázquez, Alberto Martín-Pérez, Manuel Villa, Jaime Sancho, Gonzalo Rosa, Pedro L. Cebrián, Pallab Sutradhar, Alejandro Martinez de Ternero, Angel Perez-Nuñez, Luis Jimenez-Roldan, Alfonso Lagares, Miguel Chavarrías, Eduardo Juárez, César Sanz:
Sparse to Dense Ground Truth Pre-Processing in Hyperspectral Imaging for In-Vivo Brain Tumour Detection. MetroXRAINE 2023: 272-277 - 2022
- [c9]Manuel Villa, Jaime Sancho, Guillermo Vázquez, Gonzalo Rosa, Gemma Urbanos, Alberto Martín-Pérez, Pallab Sutradhar, Rubén Salvador, Miguel Chavarrías, Alfonso Lagares, Eduardo Juárez, César Sanz:
Data-Type Assessment for Real-Time Hyperspectral Classification in Medical Imaging. DASIP 2022: 123-135 - [c8]Pallab Sutradhar, Jaime Sancho, Manuel Villa, Alberto Martín-Pérez, Guillermo Vázquez, Gonzalo Rosa, Alejandro Martinez de Ternero, Luis Jimenez-Roldan, Angel Perez-Nuñez, Alfonso Lagares, Miguel Chavarrías, Eduardo Juárez, César Sanz:
Exploration of Realtime Brain tumor classification from Hyperspectral Images in Heterogeneous Embedded MPSoC. DCIS 2022: 1-6 - [c7]Alejandro Martinez de Ternero, Jaime Sancho, Guillermo Vázquez, Manuel Villa, Gonzalo Rosa, Pallab Sutradhar, Alberto Martín-Pérez, Miguel Chavarrías, Luis Jimenez-Roldan, Angel Perez-Nuñez, Alfonso Lagares, Eduardo Juárez, César Sanz:
Analysis and methodology for enabling DNN inference in an IoT edge environment in depth completion tasks. DCIS 2022: 1-6 - [c6]Alberto Martín-Pérez, Manuel Villa, Guillermo Vázquez, Jaime Sancho, Gonzalo Rosa, Pallab Sutradhar, Miguel Chavarrías, Alfonso Lagares, Eduardo Juárez, César Sanz:
Hyperparameter Optimization for Brain Tumor Classification with Hyperspectral Images. DSD 2022: 835-842 - 2021
- [j3]Gemma Urbanos, Alberto Martín, Guillermo Vázquez, Marta Villanueva, Manuel Villa, Luis Jimenez-Roldan, Miguel Chavarrías, Alfonso Lagares, Eduardo Juárez, César Sanz:
Supervised Machine Learning Methods and Hyperspectral Imaging Techniques Jointly Applied for Brain Cancer Classification. Sensors 21(11): 3827 (2021) - [j2]Jaime Sancho, Pallab Sutradhar, Gonzalo Rosa, Miguel Chavarrías, Angel Perez-Nuñez, Rubén Salvador, Alfonso Lagares, Eduardo Juárez, César Sanz:
GoRG: Towards a GPU-Accelerated Multiview Hyperspectral Depth Estimation Tool for Medical Applications. Sensors 21(12): 4091 (2021) - [c5]Jaime Sancho, Manuel Villa, Gemma Urbanos, Marta Villanueva, Pallab Sutradhar, Gonzalo Rosa, Alberto Martín, Guillermo Vázquez, Miguel Chavarrías, Rubén Salvador, Alfonso Lagares, Eduardo Juárez, César Sanz:
An Embedded GPU Accelerated Hyperspectral Video Classification System in Real-Time. DCIS 2021: 1-6 - [c4]Manuel Villa, Jaime Sancho, Marta Villanueva, Gemma Urbanos, Pallab Sutradhar, Gonzalo Rosa, Guillermo Vázquez, Alberto Martín, Miguel Chavarrías, Luis Perez, Angel Perez-Nuñez, Alfonso Lagares, Eduardo Juárez, César Sanz:
Stitching technique based on SURF for Hyperspectral Pushbroom Linescan Cameras. DCIS 2021: 1-6 - 2020
- [c3]Gonzalo Rosa, Marta Villanueva, Jaime Sancho, Gemma Urbanos, Luisa Ruiz, Manuel Villa, Alberto Martín, Eduardo Juárez, Luis Jiménez, Miguel Chavarrías, Alfonso Lagares, César Sanz:
Hyperspectral Images Acquisition: an Efficient Capture and Processing Stitching Procedure for Medical Environments. DCIS 2020: 1-6 - [c2]Luisa Ruiz, Alberto Martín, Gemma Urbanos, Marta Villanueva, Jaime Sancho, Gonzalo Rosa, Manuel Villa, Miguel Chavarrías, Ángel Pérez, Eduardo Juárez, Alfonso Lagares, César Sanz:
Multiclass Brain Tumor Classification Using Hyperspectral Imaging and Supervised Machine Learning. DCIS 2020: 1-6 - [c1]Jaime Sancho, Gemma Urbanos, Luisa Ruiz, Marta Villanueva, Gonzalo Rosa, Alberto Diaz, Manuel Villa, Miguel Chavarrías, Alfonso Lagares, Rubén Salvador, Eduardo Juárez, César Sanz:
Towards GPU Accelerated HyperSpectral Depth Estimation in Medical Applications. DCIS 2020: 1-6
2000 – 2009
- 2009
- [j1]Paula de Toledo, Pablo M. Rios, Agapito Ledezma, Araceli Sanchis, Jose F. Alen, Alfonso Lagares:
Predicting the Outcome of Patients With Subarachnoid Hemorrhage Using Machine Learning Techniques. IEEE Trans. Inf. Technol. Biomed. 13(5): 794-801 (2009)
Coauthor Index
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