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Author profile at the institutional portal

Sanz Alvaro, Cesar cesar.sanz@upm.es

INGENIERÍA TELEMÁTICA Y ELECTRÓNICA / Universidad Politécnica de Madrid

Publications

Deep learning-based segmentation of aneurysmal subarachnoid hemorrhage: toward accurate and scalable prognostic imaging

  • Urbanos, Gemma
  • Castano-Leon, Ana M
  • Maldonado-Luna, Monica
  • Baciu, Andreea
  • Garcia-Posadas, Guillermo
  • Tosi, Leandro
  • Loynaz, Carlos E
  • Sanz, Cesar
  • Juarez, Eduardo
  • Lagares, Alfonso
... View more Collapse

JOURNAL OF CLINICAL NEUROSCIENCE - 1/7/2026

10.1016/j.jocn.2026.111993 View at source

  • ISSN 09675868

Improving Brain Tumor Detection by Cortical Surface and Vessels Segmentation Through RGB-to-HSI Transfer Learning

  • Vazquez, Guillermo
  • Martin-Perez, Alberto
  • Perez-Nunez, Angel
  • Lagares, Alfonso
  • Juarez, Eduardo
  • Sanz, Cesar

Cancers - 6/3/2026

10.3390/cancers18050857 View at source

  • ISSN 20726694

Length eGoRG: GPU-accelerated depth estimation for immersive video applications based on graph cuts☆

  • Sancho, Jaime
  • Villa, Manuel
  • Chavarrias, Miguel
  • Salvador, Ruben
  • Juarez, Eduardo
  • Sanz, Cesar

JOURNAL OF VISUAL COMMUNICATION AND IMAGE REPRESENTATION - 20/1/2026

10.1016/j.jvcir.2026.104727 View at source

  • ISSN 10473203

Comprehensive predictive modeling in subarachnoid hemorrhage: integrating radiomics and clinical variables

  • Urbanos, Gemma
  • Castano-Leon, Ana M
  • Maldonado-Luna, Monica
  • Salvador, Elena
  • Ramos, Ana
  • Lechuga, Carmen
  • Sanz, Cesar
  • Juarez, Eduardo
  • Lagares, Alfonso
... View more Collapse

Neurosurgical Review - 24/6/2025

40553205 View at source

  • ISSN 14372320

SLIMBRAIN database: A multimodal image database of in vivo human brains for tumour detection

  • Martin-Perez, Alberto
  • Villa, Manuel
  • Rosa Olmeda, Gonzalo
  • Sancho, Jaime
  • Vazquez, Guillermo
  • Urbanos, Gemma
  • Martinez de Ternero, Alejandro
  • Chavarrias, Miguel
  • Jimenez-Roldan, Luis
  • Perez-Nunez, Angel
  • Lagares, Alfonso
  • Juarez, Eduardo
  • Sanz, Cesar
... View more Collapse

Scientific Data (p. 836-836) - 21/5/2025

10.1038/s41597-025-04993-y View at source

  • ISSN 20524463

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

Spectral analysis comparison of pushbroom and snapshot hyperspectral cameras for in vivo brain tissues and chromophore identification

  • Martin-Perez, Alberto
  • de Ternero, Alejandro Martinez
  • Lagares, Alfonso
  • Juarez, Eduardo
  • Sanz, Cesar

Journal Of Biomedical Optics - 1/9/2024

10.1117/1.jbo.29.9.093510 View at source

  • ISSN 10833668

HyperMRI: hyperspectral and magnetic resonance fusion methodology for neurosurgery applications

  • Villa, Manuel
  • Sancho, Jaime
  • Rosa, Gonzalo
  • Chavarrias, Miguel
  • Juarez, Eduardo
  • Sanz, Cesar

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

10.1007/s11548-024-03102-5 View at source

  • ISSN 18616410

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

  • Sancho, Jaime
  • Villa, Manuel
  • Chavarrias, Miguel
  • Juarez, Eduardo
  • Lagares, Alfonso
  • Sanz, Cesar

Journal Of Systems Architecture - 1/7/2023

10.1016/j.sysarc.2023.102893 View at source

  • ISSN 13837621

Deep Recurrent Neural Network Performing Spectral Recurrence on Hyperspectral Images for Brain Tissue Classification

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

International Workshop On Design And Architecture For Signal And Image … - 1/1/2023

  • iMarina

This researcher has no books.

This researcher has no book chapters.

Towards annotation-free fish monitoring in aquatic environment based on vision transformers

  • SANZ ALVARO, CESAR

Aquaculture Europe 2025. 22-25 September 2025. Valencia (Spain). - 22/9/2025

  • iMarina

Benchmarking commercial depth sensors for intraoperative markerless registration in neurosurgery applications

  • Manuel Villa, Jaime Sancho, Gonzalo Rosa-Olmeda, Miguel Chavarrias, Eduardo Juarez, Cesar Sanz.

Computer Assisted Radiology ans Surgery - 17/6/2025

  • iMarina

Pose estimation in preterm infants: A comparative study of Deep Learning models and manual annotation

  • SANZ ALVARO, CESAR

International Conference on Artificial Intelligence in Medicine. From Bits to Qubits: Quantum Machine Learning for Medical Breakthroughs. June 2025. Pavia (Italy). - 1/6/2025

  • iMarina

Development of a Deep Learning-Based System for automatic screening of turbot (Scophthalmus maximus) chronic furunculosis

  • Iván Moreno
  • Xoel Souto
  • Gonzalo Rosa
  • Pedro L. Cebrián
  • Roberto Bermudez
  • Miguel Chavarrías1
  • Mª Isabel Quiroga
  • Fernando Pescador
... View more Collapse

Marine Technology Workshop - 29/5/2025

  • iMarina

Deep Learning-Based Depth Estimation for Facial Morphology Characterization in Neurosurgery Applications

  • Jaime Sancho
  • Manuel Villa
  • Gonzalo Rosa-Olmeda
  • Alejandro Martínez De Ternero
  • Miguel Chavarrías
  • Eduardo Juárez
  • César Sanz
... View more Collapse

Proceedings of the 40th Conference on Design of Circuits and Integrated Circuits (DCIS) - 1/11/2025

  • iMarina

Enhancing burn wound classification with ensemble learning using spatial frequency domain imaging applied to in-vivo porcine skin

  • Martín-Pérez, A
  • Campbell, C
  • Kennedy, GT
  • Fox, AM
  • Juarez, E
  • Sanz, C
  • Chin, T
  • Joe, V
  • Durkin, AJ
... View more Collapse

Medical Imaging 2012: Image Processing - 1/1/2025

10.1117/12.3041443 View at source

  • ISSN 16057422

Deep Learning-Based Depth Estimation for Facial Morphology Characterization in Neurosurgery Applications

  • Sancho, Jaime
  • Villa, Manuel
  • Rosa-Olmeda, Gonzalo
  • de Ternero, Alejandro Martinez
  • Chavarrias, Miguel
  • Juarez, Eduardo
  • Sanz, Cesar
... View more Collapse

2015 CONFERENCE ON DESIGN OF CIRCUITS AND INTEGRATED SYSTEMS (DCIS) (p. 156-161) - 1/1/2025

10.1109/dcis67520.2025.11281928 View at source

  • ISSN 24716170

Exploration of Fast Sinewave Pattern Generation and Projection in a SoC-based System for Spatial Frequency Domain Imaging Applications

  • Pallab Sutradhar, Alberto Martín-Pérez, Rubén Rodrigues, Alejandro Martinez de Ternero, Jaime Sancho, Gonzalo Rosa, Manuel Villa, Guillermo Vazquez, Pedro L. Cebrián, Luis Jimenez-Roldan, Angel Perez-Nuñez, Alfonso Lagares, Miguel Chavarrías, Eduardo Juarez and Cesar Sanz

Proceedings Xxxviii Conference On Design Of Circuits And Integrated Systems, Dcis 2023 - 15/11/2023

  • iMarina

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

  • Vazquez G
  • Martín-Pérez A
  • Villa M
  • Sancho J
  • Rosa G
  • Cebrián PL
  • Sutradhar P
  • De Ternero AM
  • Perez-Nuñez A
  • Jimenez-Roldan L
  • Lagares A
  • Chavarrías M
  • Juarez E
  • Sanz C
... View more Collapse

2023 Ieee International Conference On Metrology For Extended Reality, Artificial Intelligence And Neural Engineering, Metroxraine 2023 - Proceedings (p. 272-277) - 1/1/2023

10.1109/metroxraine58569.2023.10405811 View at source

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

  • Martinez de Ternero, Alejandro
  • Sancho, Jaime
  • Martin-Perez, Alberto
  • Villa, Manuel
  • Vazquez, Guillermo
  • Cebrian, Pedro L
  • Rosa, Gonzalo
  • Sutradhar, Pallab
  • Chavarrias, Miguel
  • Juarez, Eduardo
  • Sanz, Cesar
... View more Collapse

Proceedings 2023 26th Euromicro Conference On Digital System Design (p. 507-514) - 1/1/2023

10.1109/dsd60849.2023.00076 View at source

  • ISSN 26393859

This researcher has no working papers.

This researcher has no technical reports.

HIGH-PRECISION DEPTH ESTIMATION ON VEHICLE BODY SURFACES IN A WIND TUNNEL

  • VAZQUEZ VALLE, GUILLERMO (Colaborador/a)
  • MARTIN PEREZ, ALBERTO (Colaborador/a)
  • LOBO PEREA, PEDRO JOSE (Colaborador/a)
  • GROBA GONZALEZ, ANGEL MANUEL (Colaborador/a)
  • PESCADOR DEL OSO, FERNANDO (Colaborador/a)
  • CHAVARRIAS LAPASTORA, MIGUEL (Colaborador/a)
  • SANZ ALVARO, CESAR (Colaborador/a)
  • ROSA OLMEDA, GONZALO (Colaborador/a)
  • VILLA ROMERO, MANUEL (Colaborador/a)
  • JUAREZ MARTINEZ, EDUARDO (Colaborador/a)
  • SANCHO ARAGON, JAIME (Investigador principal (IP))
... View more Collapse

Period: 15-11-2025 - 31-12-2025

Type of funding: Internal

Amount of funding: 0,00 Euros.

  • iMarina

Análisis y detección de información en tiempo real basados en IA

  • PORTILLA BERRUECO, JORGE (Investigador principal (IP))
  • PESCADOR DEL OSO, FERNANDO (Investigador principal (IP))
  • MUJICA ROJAS, GABRIEL NOE (Participante)
  • LOBO PEREA, PEDRO JOSE (Participante)
  • GARRIDO GONZALEZ, MATIAS JAVIER (Participante)
  • JUAREZ MARTINEZ, EDUARDO (Participante)
  • SANZ ALVARO, CESAR (Participante)
  • GROBA GONZALEZ, ANGEL MANUEL (Participante)
  • Rodriguez Medina, Alfonso (Participante)
  • CHAVARRIAS LAPASTORA, MIGUEL (Participante)
  • REGODON CEREZO, PABLO (Miembro del equipo de trabajo)
  • SANCHO ARAGON, JAIME (Miembro del equipo de trabajo)
  • VAZQUEZ IGLESIAS, DANIEL (Miembro del equipo de trabajo)
  • VILLA ROMERO, MANUEL (Miembro del equipo de trabajo)
... View more Collapse

Period: 01-09-2024 - 31-08-2027

Type of funding: National

Amount of funding: 245125,00 Euros.

  • iMarina

TALENT to Concept: llevando la inteligencia artificial y el cómputo embebido de altas prestaciones al silicio

  • SANCHO ARAGON, JAIME (Participante)
  • Rodriguez Medina, Alfonso (Participante)
  • MUJICA ROJAS, GABRIEL NOE (Participante)
  • OTERO MARNOTES, JOSE ANDRES (Participante)
  • CHAVARRIAS LAPASTORA, MIGUEL (Participante)
  • FRANCES ROGER, AIRAN (Participante)
  • GARRIDO GONZALEZ, MATIAS JAVIER (Participante)
  • LOBO PEREA, PEDRO JOSE (Participante)
  • PESCADOR DEL OSO, FERNANDO (Participante)
  • JUAREZ MARTINEZ, EDUARDO (Participante)
  • GROBA GONZALEZ, ANGEL MANUEL (Participante)
  • PORTILLA BERRUECO, JORGE (Participante)
  • SANZ ALVARO, CESAR (Participante)
... View more Collapse

Period: 01-01-2024 - 31-12-2025

Type of funding: National

Amount of funding: 129760,40 Euros.

  • iMarina

Artificial Intelligence in Manufacturing leading to Sustainability and Industry5.0

  • CHAVARRIAS LAPASTORA, MIGUEL (Participante)
  • PESCADOR DEL OSO, FERNANDO (Participante)
  • JUAREZ MARTINEZ, EDUARDO (Investigador principal (IP))
  • VILLA ROMERO, MANUEL (Participante)
  • MARTINEZ DE TERNERO RUIZ, ALEJANDRO (Participante)
  • VAZQUEZ VALLE, GUILLERMO (Participante)
  • SANCHO ARAGON, JAIME (Participante)
  • LOBO PEREA, PEDRO JOSE (Participante)
  • GARRIDO GONZALEZ, MATIAS JAVIER (Participante)
  • SANZ ALVARO, CESAR (Participante)
  • GROBA GONZALEZ, ANGEL MANUEL (Participante)
... View more Collapse

Period: 01-05-2023 - 30-04-2026

Type of funding: International

Amount of funding: 298375,00 Euros.

  • iMarina

3D Decision Support Tool for Brain Tumor Surgery

  • , (Participante)
  • CHAVARRIAS LAPASTORA, MIGUEL (Participante)
  • VILLA ROMERO, MANUEL (Participante)
  • PESCADOR DEL OSO, FERNANDO (Participante)
  • ROSA OLMEDA, GONZALO (Participante)
  • SANCHO ARAGON, JAIME (Participante)
  • LOBO PEREA, PEDRO JOSE (Participante)
  • GROBA GONZALEZ, ANGEL MANUEL (Participante)
  • GARRIDO GONZALEZ, MATIAS JAVIER (Participante)
  • MARTIN PEREZ, ALBERTO (Participante)
  • SANZ ALVARO, CESAR (Participante)
  • JUAREZ MARTINEZ, EDUARDO (Investigador principal (IP))
... View more Collapse

Period: 01-12-2023 - 30-11-2028

Type of funding: International

Amount of funding: 1038125,00 Euros.

  • iMarina

COLLAR GPS CON COMUNICACIÓN POR SATÉLITE

  • SANCHO ARAGON, JAIME (Colaborador/a)
  • CHAVARRIAS LAPASTORA, MIGUEL (Colaborador/a)
  • PESCADOR DEL OSO, FERNANDO (Colaborador/a)
  • JUAREZ MARTINEZ, EDUARDO (Colaborador/a)
  • GARRIDO GONZALEZ, MATIAS JAVIER (Colaborador/a)
  • SANZ ALVARO, CESAR (Colaborador/a)
  • GROBA GONZALEZ, ANGEL MANUEL (Colaborador/a)
  • LOBO PEREA, PEDRO JOSE (Investigador principal (IP))
... View more Collapse

Period: 01-10-2023 - 31-03-2024

Type of funding: Internal

  • iMarina

AIMS5.0: Artificial Intelligence in Manufacturing leading to Sustainability and Industry5.0

  • JUAREZ MARTINEZ, EDUARDO (Investigador principal (IP))
  • PESCADOR DEL OSO, FERNANDO (Participante)
  • CHAVARRIAS LAPASTORA, MIGUEL (Participante)
  • GROBA GONZALEZ, ANGEL MANUEL (Participante)
  • SANZ ALVARO, CESAR (Participante)
  • GARRIDO GONZALEZ, MATIAS JAVIER (Participante)
  • LOBO PEREA, PEDRO JOSE (Participante)
... View more Collapse

Period: From 01-01-2023

  • iMarina

DETECCIÓN AUTOMÁTICA DE DEFECTOS SUPERFICIALES EN PIEZAS AERONÁUTICAS MEDIANTE TÉCNICAS DE CLASIFICACIÓN DE IMÁGENES

  • VAZQUEZ VALLE, GUILLERMO (Colaborador/a)
  • SANZ ALVARO, CESAR (Colaborador/a)
  • SANCHO ARAGON, JAIME (Colaborador/a)
  • CHAVARRIAS LAPASTORA, MIGUEL (Colaborador/a)
  • JUAREZ MARTINEZ, EDUARDO (Investigador principal (IP))

Period: 22-02-2022 - 12-02-2023

  • iMarina

TRANSFORMACIÓN DIGITAL DE LAS EDAR. GENERACIÓN AUTOMÁTICA DE CONSIGNAS DE OXÍGENO PARA PROCESOS DE FANGOS ACTIVOS

  • SANCHO ARAGON, JAIME (Colaborador/a)
  • CHAVARRIAS LAPASTORA, MIGUEL (Colaborador/a)
  • JUAREZ MARTINEZ, EDUARDO (Colaborador/a)
  • SANZ ALVARO, CESAR (Colaborador/a)
  • PESCADOR DEL OSO, FERNANDO (Colaborador/a)
  • GROBA GONZALEZ, ANGEL MANUEL (Investigador principal (IP))

Period: 01-01-2022 - 30-09-2022

  • iMarina

Community for Neuroscience and Neurotechnology

  • CABRERA FERNANDEZ, JUAN LUIS (Participante)
  • OROPESA GARCIA, IGNACIO (Participante)
  • GODINO LLORENTE, JUAN IGNACIO (Participante)
  • ARCAS CASTRO, GUILLERMO DE (Participante)
  • Varotto, Giulia (Participante)
  • GUINEA TORTUERO, GUSTAVO VICTOR (Participante)
  • JUAREZ MARTINEZ, EDUARDO (Participante)
  • GONZALEZ GROSS, MARIA MARCELA (Participante)
  • GONZALEZ NIETO, DANIEL (Participante)
  • PLATERO DUEÑAS, CARLOS (Participante)
  • SANZ ALVARO, CESAR (Participante)
  • CARAVANTES REDONDO, ARTURO (Participante)
  • MERCHAN PEREZ, ANGEL (Participante)
  • Baeza Garcia, Alejandro (Participante)
  • BIELZA LOZOYA, MARIA CONCEPCION (Participante)
  • LARRAÑAGA MUGICA, PEDRO MARIA (Participante)
  • Strange, Bryan (Investigador principal (IP))
... View more Collapse

Period: 01-01-2022 - 31-12-2024

  • iMarina

Contributions to Intraoperative Hyperspectral Imaging for Neurosurgery with Structured Illumination

  • SANZ ALVARO, CESAR (Director)
  • JUAREZ MARTINEZ, EDUARDO (Director) Doctorando: MARTIN PEREZ, ALBERTO

6/4/2026

  • iMarina

Energy Consumption Reduction on High Performance Embedded Systems for Hyperspectral Imaging Cancer Detection

  • JUAREZ MARTINEZ, EDUARDO (Director)
  • SANZ ALVARO, CESAR (Director) Doctorando: Madroñal Quintín, Daniel

1/1/2020

  • iMarina

Automatic Runtime Performance Optimization Methodology Applied to Dataflow-based Hyperspectral Imaging Cancer Detection Algorithms

  • JUAREZ MARTINEZ, EDUARDO (Director)
  • SANZ ALVARO, CESAR (Director) Doctorando: Lazcano López, Raquel

1/1/2020

  • iMarina

Contribución a las Metodologías de Optimización del Tiempo de Ejecución de Algoritmos de Descodificación de Video sobre DSPs

  • SANZ ALVARO, CESAR (Director)
  • GARRIDO GONZÁLEZ, Matías J. (Director) Doctorando: Pescador del Oso, Fernando

1/7/2011

  • iMarina

This researcher has no patents or software licenses.

Last data update: 7/8/26 7:40 PM