Concepedia

Manuel Villa

MV

4

Publications

127

Citations

4

H-Index

2020

Active since

Affiliations

Hospital Universitario 12 De Octubre(Current)

Universidad Politécnica de Madrid

Universidad Complutense de Madrid

Research Institute Hospital 12 de Octubre

Manuel Villa is an author at Hospital Universitario 12 De Octubre specializing in data science, neuro-oncology, and pattern recognition.

Top concepts

MedicineRadiologyEngineeringData ScienceNeuroimagingImage AnalysisNeuro-oncologyMedical ImagingMachine LearningBiomedical Imaging

Publications per year

2020–2023

4

Publications

4

Supervised Machine Learning Methods and Hyperspectral Imaging Techniques Jointly Applied for Brain Cancer Classification

Gemma Urbanos, Alberto Martín-Pérez, Guillermo Vázquez et al. · Sensors · 2021 · 80 citations · Full text

Engineering, Machine Learning, Brain Cancer Classification +24

SLIMBRAIN: Augmented reality real-time acquisition and processing system for hyperspectral classification mapping with depth information for in-vivo surgical procedures

Jaime Sancho, Manuel Villa, Miguel Chavarrías et al. · Journal of Systems Architecture · 2023 · 25 citations · Full text

Multiclass Brain Tumor Classification Using Hyperspectral Imaging and Supervised Machine Learning

Luisa Ruiz-Ruiz, Alberto Martín-Pérez, Gemma Urbanos et al. · 2020 · 12 citations

Engineering, Machine Learning, Neuro-oncology +16

Hyperparameter Optimization for Brain Tumor Classification with Hyperspectral Images

Alberto Martín-Pérez, Manuel Villa, Guillermo Vázquez et al. · 2022 25th Euromicro Conference on Digital System Design (DSD) · 2022 · 10 citations

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