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Author profile at the institutional portal

Gonzalo Martin, Consuelo consuelo.gonzalo@upm.es

ARQUITECTURA Y TECNOLOGÍA DE SISTEMAS INFORMÁTICOS / Universidad Politécnica de Madrid

Publications

Multi input–Multi output 3D CNN for dementia severity assessment with incomplete multimodal data

  • Gravina, M
  • García-Pedrero, A
  • Gonzalo-Martín, C
  • Sansone, C
  • Soda, P

Artificial Intelligence In Medicine - 1/3/2024

10.1016/j.artmed.2024.102774 View at source

  • ISSN 09333657

Adjustment of Sentinel-3 Spectral Bands with Sentinel-2 to Enhance the Quality of Spatio-temporally Fused Images

  • Boumahdi, M
  • García-Pedrero, A
  • Lillo-Saavedra, M
  • Gonzalo-Martin, C

Ieee Journal Of Selected Topics In Applied Earth Observations And Remote Sensing (p. 584-600) - 1/1/2024

10.1109/jstars.2023.3333275 View at source

  • ISSN 19391404

Parameter adaptive unit-linking pulse coupled neural network based MRI–PET/SPECT image fusion

  • Panigrahy, C
  • Seal, A
  • Gonzalo-Martín, C
  • Pathak, P
  • Jalal, AS

Biomedical Signal Processing And Control - 1/5/2023

10.1016/j.bspc.2023.104659 View at source

  • ISSN 17468094

A Methodology to Automatically Segment 3D Ultrasonic Data Using X-ray Computed Tomography and a Convolutional Neural Network

  • Caballero, JI
  • Cosarinsky, G
  • Camacho, J
  • Menasalvas, E
  • Gonzalo-Martin, C
  • Sket, F

Applied Sciences-Basel - 1/5/2023

10.3390/app13105933 View at source

  • ISSN 20763417

Patagonian Andes Landslides Inventory: The Deep Learning’s Way to Their Automatic Detection

  • Morales, Bastian
  • Garcia-Pedrero, Angel
  • Lizama, Elizabet
  • Lillo-Saavedra, Mario
  • Gonzalo-Martin, Consuelo
  • Chen, Ningsheng
  • Somos-Valenzuela, Marcelo;
... View more Collapse

Remote Sensing - 22/9/2022

10.3390/rs14184622 View at source

  • ISSN 20724292

Automatic detection of pneumonia in chest X-ray images using textural features

  • Ortiz-Toro C
  • García-Pedrero A
  • Lillo-Saavedra M
  • Gonzalo-Martín C

Computers In Biology And Medicine - 1/1/2022

10.1016/j.compbiomed.2022.105466 View at source

  • ISSN 00104825

Early Estimation of Tomato Yield by Decision Tree Ensembles

  • Lillo-Saavedra, Mario
  • Espinoza-Salgado, Alberto
  • Garcia-Pedrero, Angel
  • Souto, Camilo
  • Holzapfel, Eduardo
  • Gonzalo-Martin, Consuelo
  • Somos-Valenzuela, Marcelo
  • Rivera, Diego;
... View more Collapse

Agriculture (Switzerland) - 1/1/2022

10.3390/agriculture12101655 View at source

  • ISSN 03310965

Advanced Processing of Multiplatform Remote Sensing Imagery for the Monitoring of Coastal and Mountain Ecosystems

  • Marcello J
  • Eugenio F
  • Gonzalo-Martin C
  • Rodriguez-Esparragon D
  • Marques F

Ieee Access (p. 6536-6549) - 1/1/2021

10.1109/access.2020.3046657 View at source

  • ISSN 21693536

Ex Post Analysis of Water Supply Demand in an Agricultural Basin by Multi-Source Data Integration

  • Lillo-Saavedra, Mario
  • Gavilan, Viviana
  • Garcia-Pedrero, Angel
  • Gonzalo-Martin, Consuelo
  • de la Hoz, Felipe
  • Somos-Valenzuela, Marcelo
  • Rivera, Diego;
... View more Collapse

Remote Sensing - 1/1/2021

10.3390/rs13112022 View at source

  • ISSN 20724292

Improving deep learning sorghum head detection through test time augmentation

  • Gonzalo-Martin, Consuelo
  • Garcia-Pedrero, Angel
  • Lillo-Saavedra, Mario;

Computers And Electronics In Agriculture - 1/1/2021

10.1016/j.compag.2021.106179 View at source

  • ISSN 01681699

Teledetección: una aproximación desde la superficie al satélite

  • Agueda Arquero Hidalgo, Estíbaliz Martínez Izquierdo, Consuelo Gonzalo Martín

1/1/2003

  • ISBN 8496244121
  • iMarina

Mitosis Detection in Breast Cancer Using Superpixels and Ensemble Classifiers

  • Toro, CAO
  • Martín, CG
  • Pedrero, AG
  • Gonzalez, AR
  • Menasalvas, E

11th International Conference On Practical Applications Of Computational Biology & Bioinformatics / Florentino Fernández Riverola (Ed. Lit.) (p. 137-145-145) - 1/1/2017

10.1007/978-3-319-60816-7_17 View at source

A web-based platform for remote sensing image annotation

  • Angel García-Pedrero
  • Consuelo Gonzalo-Martín
  • Mario Lillo-Saavedra
  • César Ortíz-Toro

Geobia 2016: Solutions And Synergies - 1/1/2016

  • iMarina

Deep Learning for superpixel-based classfication of remote sensing images.

  • Consuelo Gonzalo-Martín
  • Angel García-Pedrero
  • Mario Lillo-Saavedra
  • Ernestina Menasalvas

Geobia 2016: Solutions And Synergies - 1/1/2016

  • iMarina

Balancing The Spatial And Spectral Quality Of Satellite Fused Images Through a Search Algorithm

  • Consuelo Gonzalo Martin
  • Mario Fernando Lillo Saavedra

Search Algorithms - 1/1/2011

  • iMarina

Clasificación de Imágenes Multiespectrales mediante Técnicas Orientadas a Objetos (CIMTOO): una aplicación a la cuantificación de la turbidez de un lago

  • Carlos Quintana Sotomayor
  • Mario Fernando Lillo Saavedra
  • Consuelo Gonzalo Martín

Teledetección. Bosques Y Cambio Climático (p. 397-400) - 1/1/2011

  • iMarina

Growing Self-Organizing Maps for Data Analysis

  • Maria Soledad Delgado Sanz
  • M.Estibaliz Martinez Izquierdo
  • Agueda Arquero Hidalgo
  • Consuelo Gonzalo Martin

Encyclopedia Of Artificial Intelligence - 1/1/2008

  • iMarina

Influencia de la calidad de imágenes fusionadas mediante el algoritmo Wavelet-à trous en el proceso de clasificación

  • Agueda Arquero Hidalgo
  • Consuelo Gonzalo Martín
  • E Martínez Izquierdo
  • M Lillo-Saavedra

El Acceso A La Información Espacial Y Las Nuevas Tecnologías Geográficas (p. 611-622) - 1/1/2006

  • iMarina

Objective determination of the degradation level of the multispectral and panchromatic images for fusion by means of the à trous algorithm

  • Mario Lillo Saavedra
  • Consuelo Gonzalo Martín

Global Developments In Environmental Earth Observation From Space (p. 103-110) - 1/1/2006

  • iMarina

Customized fusion of satellite images based on the á trous algorithm

  • Consuelo Gonzalo Martín
  • Mario Lillo Saavedra

Spie-Image And Signal Processing For Remote Sensing x (p. 444-451) - 1/1/2004

  • iMarina

Evaluation of a Change Detection Method based on joint spatial-spectral Information

  • M.Estibaliz Martinez Izquierdo
  • Consuelo Gonzalo Martin
  • Agueda Arquero Hidalgo
  • Mario Lillo Saavedra

Remote Sensing In Transition - 1/1/2004

  • iMarina

Textural features for automatic detection and categorisation of pneumonia in chest X-ray images

  • Ortiz-Toro CA
  • Garcia-Pedrero A
  • Lillo-Saavedra M
  • Gonzalo-Martin C

Proceedings Of The Ieee Symposium On Computer-Based Medical Systems (p. 19-24) - 1/1/2022

10.1109/cbms55023.2022.00011 View at source

  • ISSN 10637125

ASSESSING POROSITY MORPHOLOGY IN COMPOSITE MATERIALS BY ANALYSIS OF FREQUENCY RESPONSE

  • Caballero-Garzon JI
  • Cosarinsky G
  • Camacho J
  • Menasalvas E
  • Gonzalo-Martin C
  • Sket F
  • González C
... View more Collapse

Eccm 2022 - Proceedings Of The 20th European Conference On Composite Materials: Composites Meet Sustainability (p. 483-491) - 1/1/2022

  • iMarina

Multisensor fusion for the accurate classification of vegetation in complex ecosystems

  • Marcello J
  • Rodriguez-Esparragon D
  • Ibarrola-Ulzurrun E
  • Gonzalo-Martin C

Iwobi 2019 - Ieee International Work Conference On Bioinspired Intelligence, Proceedings (p. 81-86) - 1/7/2019

10.1109/iwobi47054.2019.9114397 View at source

Estimation of wind intensity data from reanalysis data using a shallow neural network

  • Rodriguez-Esparragon D
  • Marcello J
  • Betancort NM
  • Gonzalo-Martin C

Iwobi 2019 - Ieee International Work Conference On Bioinspired Intelligence, Proceedings (p. 87-92) - 1/7/2019

10.1109/iwobi47054.2019.9114455 View at source

Radiomics Textural Features Extracted from Subcortical Structures of Grey Matter Probability for Alzheimers Disease Detection.

  • César Antonio Ortiz Toro
  • Nuria Gutiérrez Sánchez
  • Consuelo Gonzalo-Martín
  • Roberto Garrido García
  • Alejandro Rodriguez González
  • Ernestina Menasalvas Ruiz

Proc Ieee Int Symp Comput Based Med Syst (p. 391-397) - 1/6/2019

10.1109/cbms.2019.00084 View at source

  • ISSN 23729198

Recognition of Time Expressions in Spanish Electronic Health Records

  • Marjan Najafabadipour
  • Massimiliano Zanin
  • Alejandro Rodríguez-González
  • Consuelo Gonzalo-Martín
  • Beatriz Nuñez García
  • Virginia Calvo
  • Juan Luis Cruz Bermudez
  • Mariano Provencio
  • Ernestina Menasalvas
... View more Collapse

Proc Ieee Int Symp Comput Based Med Syst (p. 69-74) - 1/6/2019

10.1109/cbms.2019.00025 View at source

  • ISSN 23729198

Xylem Vessels Segmentation Through a Deep Learning Approach: A First Look

  • A Garcia-Pedrero
  • A García-Cervigón
  • C Caetano
  • S Calderón-Ramírez
  • J M Olano
  • C Gonzalo-Martín
  • M Lillo-Saavedra
  • M García-Hidalgo
... View more Collapse

2018 Ieee International Work Conference On Bioinspired Intelligence, Iwobi 2018 - Proceedings (p. 1-9) - 12/9/2018

10.1109/iwobi.2018.8464184 View at source

Classification Using Unmixing Models in Areas with Substantial Endmember Variability

  • Ibarrola-Ulzurrun E
  • Drumetz L
  • Chanussot J
  • Marcello J
  • Gonzalo-Martin C

Workshop On Hyperspectral Image And Signal Processing, Evolution In Remote Sensing - 1/9/2018

10.1109/whispers.2018.8747096 View at source

  • ISSN 21586276

Mining Electronic Health Records: Challenges and Impact

  • Menasalvas, E
  • Rodriguez-González, A
  • Gonzalo, C

Proceedings - 14th International Conference On Signal Image Technology And Internet Based Systems, Sitis 2018 (p. 747-754) - 2/7/2018

10.1109/sitis.2018.00119 View at source

Evaluation of hyperspectral classification maps in heterogeneous ecosystem

  • Ibarrola-Ulzurrun E
  • Marcello J
  • Gonzalo-Martin C
  • Chanussot J

International Geoscience And Remote Sensing Symposium (Igarss) (p. 5764-5767) - 31/10/2018

10.1109/igarss.2018.8518308 View at source

This researcher has no working papers.

This researcher has no technical reports.

Cancer Long Survivors Artificial Intelligence Follow Up

  • RIOS SANCHEZ, BELEN (Participante)
  • MENGUAL GALAN, LUIS (Participante)
  • DIAZ HONRUBIA, ANTONIO JESUS (Participante)
  • SWOBODA, NIKOLAUS GUYON (Participante)
  • VIGUERAS GONZALEZ, GUILLERMO ANTONIO (Participante)
  • HERRERO MARTIN, MARIA PILAR (Participante)
  • MENASALVAS RUIZ, ERNESTINA (Investigador principal (IP))
  • RODRIGUEZ GONZALEZ, ALEJANDRO (Participante)
  • GONZALO MARTIN, CONSUELO (Participante)
  • ROBLES FORCADA, VICTOR (Participante)
  • Fernández Baizán, María Covadonga (Participante)
  • Moreno Sánchez-Capuchino, Ana María (Participante)
... View more Collapse

Period: 01-01-2020 - 30-06-2023

Type of funding: International

Amount of funding: 487500,00 Euros.

  • iMarina

BDVe: Big Data Value ecosystem. SAP SE (Headquarters); H2020-EU.2.1.1. (Competitive funding program)

  • GONZALO MARTIN, CONSUELO (Colaborador/a)

Period: From 01-01-2020

  • iMarina

Prediction of Diseases through Computer Assisted Diagnosis System Using Images Captured by Minimally-invasive and Non-invasive Modalities

  • Ayan Seal
  • Debotosh Bhattacharjee
  • Consuelo Gonzalo Martín
  • Ernestina Menasalvas Ruiz (Investigador principal (IP))
  • GONZALO MARTIN, CONSUELO (Investigador/a)

Period: 13-05-2019 - 12-05-2021

Type of funding: International

  • iMarina

ESA Climate Change Initiative+

  • GONZALO MARTIN, CONSUELO (Investigador principal (IP))

Period: 04-04-2019 - 09-06-2024

Type of funding: International

Amount of funding: 54999,00 Euros.

  • iMarina

ECV Fire Disturbance: Fire_cci Phase 2

  • Emilio Chuvieco
  • Consuelo Gonzalo Martín (Investigador principal (IP))
  • GONZALO MARTIN, CONSUELO (Coordinador/a científico/a)
  • GARCIA PEDRERO, ANGEL MARIO (Colaborador/a)
  • Dionisio Rodriguez Esparragon (Colaborador/a)
  • Meryeme Boumahdi (Colaborador/a)

Period: 04-04-2019 - 03-04-2022

Amount of funding: 499941,00 Euros.

  • iMarina

S2018/NMT-4381 - UPM-MMEAN. Fabricación inteligente de materiales avanzados para el transporte, la energía y la salud

  • Campos Gomez, Monica
  • Torralba Castello, Jose Manuel
  • Macia Rodriguez, Eric
  • Meza Manzaneque, Juan Alberto
  • Cornide Arce, Juan

Period: 01-01-2019 - 30-04-2023

Type of funding: Regional

Funding entity: CAM. CONSEJERÍA DE EDUCACIÓN E INVESTIGACION

Amount of funding: 55200,00 Euros.

Repotenciación Optimizada Inteligente De Plantas Solares Fotovoltaicas Mediante Mantenimiento Preventivo Y Predictivo

  • Consuelo Gonzalo Martin (Investigador principal (IP))
  • GONZALO MARTIN, CONSUELO (Coordinador del proyecto total, red o consorcio)

Period: From 01-03-2018

  • iMarina

seCUre and pRivate hEalth data eXchange

  • ROBLES FORCADA, VICTOR (Participante)
  • VIGUERAS GONZALEZ, GUILLERMO ANTONIO (Participante)
  • RODRIGUEZ GONZALEZ, ALEJANDRO (Investigador principal (IP))
  • MENASALVAS RUIZ, ERNESTINA (Participante)
  • GONZALO MARTIN, CONSUELO (Participante)
  • DIAZ HONRUBIA, ANTONIO JESUS (Participante)
  • Moreno Sánchez-Capuchino, Ana María (Participante)
  • HERRERO MARTIN, MARIA PILAR (Participante)
  • Fernández Baizán, María Covadonga (Participante)
... View more Collapse

Period: 01-12-2018 - 31-03-2022

Type of funding: International

Amount of funding: 204375,00 Euros.

  • iMarina

Big Data for Medical Analytics

  • PEREZ PEREZ, AURORA (Participante)
  • DIAZ HONRUBIA, ANTONIO JESUS (Participante)
  • SEGOVIA PEREZ, FCO.JAVIER (Participante)
  • VIGUERAS GONZALEZ, GUILLERMO ANTONIO (Participante)
  • RODRIGUEZ GONZALEZ, ALEJANDRO (Investigador principal (IP))
  • MENASALVAS RUIZ, ERNESTINA (Participante)
  • GONZALO MARTIN, CONSUELO (Participante)
  • HERRERO MARTIN, MARIA PILAR (Participante)
  • Fernández Baizán, María Covadonga (Participante)
  • ROBLES FORCADA, VICTOR (Participante)
... View more Collapse

Period: 01-01-2018 - 30-09-2021

Type of funding: International

Amount of funding: 230000,00 Euros.

  • iMarina

EIT Digital Blended Master Programs 2018

  • Fernández Baizán, María Covadonga (Participante)
  • PEREZ PEREZ, AURORA (Participante)
  • PATIÑO MARTINEZ, MARTA (Investigador principal (IP))
  • Fuertes Castro, José Luis (Participante)
  • CARACA-VALENTE HERNANDEZ, JUAN PEDRO (Participante)
  • RODRIGUEZ GONZALEZ, ALEJANDRO (Participante)

Period: 01-01-2018 - 31-12-2018

Type of funding: International

Amount of funding: 40000,00 Euros.

  • iMarina

A multisensor and multiscale methodological framework for complex natural ecosystems

  • Javier Marcello (Codirector)
  • GONZALO MARTIN, CONSUELO (Director) Doctorando: Edurne Ibarrola Ulzurrun

3/5/2019

  • iMarina

Algoritmos de segmentación semántica para anotación de imágenes

  • GONZALO MARTIN, CONSUELO (Director)
  • MENASALVAS RUIZ, ERNESTINA (Director) Doctorando: ORTIZ TORO, César Antonio

1/1/2019

  • iMarina

A multisensor and multiscale methodological framework for the management of complex natural ecosystems

  • Consuelo Gonzalo Martin (Director)
  • Francisco Javier Marcelo Ruiz (Director) Doctorando: Edurne Ibarrola Ulzurrun

1/1/2019

  • iMarina

Big Medical Text Analytics: querying, searching and understanding clinical data

  • GONZALO MARTIN, CONSUELO (Director)
  • MENASALVAS RUIZ, ERNESTINA (Director) Doctorando: Costumero Moreno, Roberto

20/9/2017

  • iMarina

Evaluación y desarrollo de métricas de calidad espacial y espectral para aplicaciones de fusión de imágenes multiespectrales de teledetección de alta resolución

  • Consuelo Gonzalo Martin (Director)
  • Francisco Eugenio Gonzalez (Director)
  • Francisco Javier Marcelo Ruiz (Director) Doctorando: Dionisio Rodríguez Esparragón

8/2/2016

  • iMarina

Spatio-temporal Analysis of Agricultural Landscape Images: A Superpixel-based Approach

  • Consuelo Gonzalo Martin (Director)
  • Mario Fernando Lillo Saavedra (Director) Doctorando: Angel Mario García Pedrero

1/1/2016

  • iMarina

Estimación de evapotranspiración espacialmente distribuida mediante un enfoque GEOBIA

  • Mario Lillo Saavedra
  • Ocatvio Lagos (Codirector)
  • GONZALO MARTIN, CONSUELO (Director) Doctorando: David Fonseca Luengo

26/8/2015

  • iMarina

Nuevos algoritmos de entrenamiento y visualización de redes neuronales autoorganizativas para su aplicación en teledetección

  • Consuelo Gonzalo Martin (Director)
  • Estíbaliz Martínez Izquierdo (Director) Doctorando: María Soledad Delgado Sanz

1/1/2010

  • iMarina

Diseño, evaluación y aplicación de nuevas estrategias para fusión de imágenes de satélite

  • Consuelo Gonzalo Martin (Director) Doctorando: Mario Fernando Lillo Saavedra

1/1/2005

  • iMarina

Design new supervised art-type artificial neural networks, and their performances for classification landsat TM images

  • GONZALO MARTIN, CONSUELO (Director) Doctorando: Al-Rawi, Kamal

1/1/2001

  • iMarina

Método de inspección de un volumen de un componente compuesto, aparato para inspeccionar el componente compuesto y un programa de ordenador

  • CABALLERO GARZON, JUAN IGNACIO (Autor o Coautor)
  • Sket, Federico (Autor o Coautor)
  • MENASALVAS RUIZ, ERNESTINA (Autor o Coautor)
  • GONZALEZ MARTINEZ, CARLOS DANIEL (Autor o Coautor)
  • GONZALO MARTIN, CONSUELO (Autor o Coautor)

9/5/2023

  • iMarina
Last data update: 8/28/24 4:30 PM