Villa Romero, Manuel manuel.villa.romero@upm.es

Publications

Unifying heterogeneous hyperspectral databases for in vivo human brain cancer classification: Towards robust algorithm development

  • Martín-Pérez A
  • Martinez-Vega B
  • Villa M
  • Leon R
  • Martinez de Ternero A
  • Fabelo H
  • Ortega S
  • Quevedo E
  • Callico GM
  • Juarez E
  • Sanz C
... View more Collapse

Computer Methods And Programs In Biomedicine Update - 1/1/2025

10.1016/j.cmpbup.2025.100183 View at source

  • ISSN 26669900

A Microscope Setup and Methodology for Capturing Hyperspectral and RGB Histopathological Imaging Databases

  • Rosa-Olmeda, G
  • Villa, M
  • Hiller-Vallina, S
  • Chavarrias, M
  • Pescador, F
  • Gargini, R

Sensors - 1/9/2024

10.3390/s24175654

  • ISSN 14248220
  • iMarina

HyperMRI: hyperspectral and magnetic resonance fusion methodology for neurosurgery applications

  • Villa, M
  • Sancho, J
  • Rosa, G
  • Chavarrias, M
  • Juarez, E
  • Sanz, C

International Journal Of Computer Assisted Radiology And Surgery (p. 1367-1374) - 1/7/2024

  • ISSN 18616410
  • iMarina

Machine Learning Performance Trends: A Comparative Study of Independent Hyperspectral Human Brain Cancer Databases

  • A Martín-Pérez
  • B Martinez-Vega
  • M Villa
  • R Leon
  • A Martinez de Ternero

Available At Ssrn - 1/1/2024

  • iMarina

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

  • Sancho, J
  • Villa, M
  • Chavarrías, M
  • Juarez, E
  • Lagares, A
  • Sanz, C

Journal Of Systems Architecture - 1/7/2023

10.1016/j.sysarc.2023.102893 View at source

  • ISSN 13837621

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

  • Urbanos, Gemma
  • Martin, Alberto
  • Vazquez, Guillermo
  • Villanueva, Marta
  • Villa, Manuel
  • Jimenez-Roldan, Luis
  • Chavarrias, Miguel
  • Lagares, Alfonso
  • Juarez, Eduardo
  • Sanz, Cesar
... View more Collapse

Sensors - 1/6/2021

10.3390/s21113827 View at source

  • ISSN 14248220

Motor competence difficulties and attention deficit and hyperactivity disorder (ADHD) among secondary students

  • Villa M
  • Barriopedro MI
  • Ruiz LM

Cuadernos De Psicologia Del Deporte (p. 47-62) - 1/1/2020

10.6018/cpd.360491 View at source

  • ISSN 11300507

Benchmarking commercial depth sensors for intraoperative markerless registration in neurosurgery applications

  • M Villa
  • J Sancho
  • G Rosa-Olmeda
  • M Chavarrias
  • E Juarez
  • C Sanz

1/1/2025

  • iMarina

LIBRA: Low spectral resolution brain tumor classifier for medical hyperspectral imaging

  • M Villa
  • A Martín-Perez
  • G Vazquez
  • G Rosa-Olmeda
  • J Sancho

1/1/2024

  • iMarina

Real-time hyperspectral and depth fusion calibration method for improved reflectance measures on arbitrary complex surfaces

  • AM de Ternero
  • J Sancho
  • A Martín-Pérez
  • M Villa
  • G Vazquez

1/1/2023

  • iMarina

Transmittance hyperspectral capture system and methodology assessment for blood-liquid serum samples analysis

  • G Rosa
  • CS Carabias
  • VC Alves
  • M Villa
  • A Martín-Pérez
  • M Chavarrías

1/1/2023

  • iMarina

Sparse to Dense Ground Truth Pre-Processing in Hyperspectral Imaging for In-Vivo Brain Tumour Detection

  • G Vazquez
  • A Martín-Pérez
  • M Villa
  • J Sancho
  • G Rosa
  • PL Cebrián

1/1/2023

  • iMarina