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Luengo Oroz, Miguel Angel miguel.luengo.oroz@upm.es

INGENIERÍA ELECTRÓNICA / Universidad Politécnica de Madrid

Publications

THE OPPORTUNITIES, LIMITATIONS, AND CHALLENGES IN USING MACHINE LEARNING TECHNOLOGIES FOR HUMANITARIAN WORK AND DEVELOPMENT

  • Sekara, V
  • Karsai, M
  • Moro, E
  • Kim, D
  • Delamonica, E
  • Cebrian, M
  • Luengo-Oroz, M
  • Jiménez, RM
  • Garcia-Herranz, M
... View more Collapse

Advances In Complex Systems - 1/5/2024

10.1142/s0219525924400022 View at source

  • ISSN 02195259

Edge Artificial Intelligence (AI) for real-time automatic quantification of filariasis in mobile microscopy

  • Lin, L
  • Dacal, E
  • Díez, N
  • Carmona, C
  • Ramirez, AM
  • Argos, LB
  • Bermejo-Peláez, D
  • Caballero, C
  • Cuadrado, D
  • Darias-Plasencia, O
  • García-Villena, J
  • Bakarjiev, A
  • Postigo, M
  • Recalde-Jaramillo, E
  • Flores-Chavez, M
  • Santos, A
  • Ledesma-Carbayo, MJ
  • Rubio, JM
  • Luengo-Oroz, M
... View more Collapse

Plos Neglected Tropical Diseases - 1/4/2024

10.1371/journal.pntd.0012117 View at source

  • ISSN 19352727

Digital Microscopy Augmented by Artificial Intelligence to Interpret Bone Marrow Samples for Hematological Diseases

  • Bermejo-Peláez, D
  • Charro, SR
  • Roa, MG
  • Trelles-Martínez, R
  • Bobes-Fernández, A
  • Soto, MH
  • García-Vicente, R
  • Morales, ML
  • Rodríguez-García, A
  • Ortiz-Ruiz, A
  • Sánchez, AB
  • Urbina, AM
  • Alamo, E
  • Lin, L
  • Dacal, E
  • Cuadrado, D
  • Postigo, M
  • Vladimirov, A
  • Garcia-Villena, J
  • Santos, A
  • Ledesma-Carbayo, MJ
  • Ayala, R
  • Martínez-López, J
  • Linares, M
  • Luengo-Oroz, M
... View more Collapse

Microscopy And Microanalysis (p. 151-159) - 7/3/2024

10.1093/micmic/ozad143 View at source

  • ISSN 14319276

A Smartphone App for Real-Time Assessment of Malaria Prophylaxis Adverse Events

  • Rodriguez-Valero, N
  • Ledesma-Carbayo, MJ
  • Marti-Soler, H
  • Sanchez, DC
  • Vladimirov, A
  • Camprubí-Ferrer, D
  • Pinazo, MJ
  • Losada, I
  • Almuedo-Riera, A
  • Romero, L
  • Roman, A
  • Vera, I
  • Roldan-Torralvo, M
  • Ferrer, E
  • de Alba, T
  • Jimenez, A
  • Gómez-Valverde, JJ
  • Munoz, J
  • Oroz, ML
... View more Collapse

Telemedicine And E-Health (p. 1436-1442) - 12/1/2024

10.1089/tmj.2023.0200 View at source

  • ISSN 15305627

Exploring YouTube's Recommendation System in the Context of COVID-19 Vaccines: Computational and Comparative Analysis of Video Trajectories

  • Ng, YMM
  • Pham, KH
  • Luengo-Oroz, M

Journal Of Medical Internet Research - 15/9/2023

10.2196/49061 View at source

  • ISSN 14388871

Evaluation of the Performance of a 3D-Printed Smartphone-Based Retinal Imaging Device as a Screening Tool for Retinal Pathology in Mozambique

  • Varo, R
  • Postigo, M
  • Bila, R
  • Dacal, E
  • Chiconela, H
  • García-Villena, J
  • Cuadrado, D
  • Vladimirov, A
  • Díez, N
  • Vallés-López, R
  • Sitoe, A
  • Vitorino, P
  • Mucasse, C
  • Beltran-Agullo, L
  • Pujol, O
  • García, V
  • Abdala, M
  • Sallé, L
  • Anton, A
  • Santos, A
  • Ledesma-Carbayo, MJ
  • Luengo-Oroz, M
  • Bassat, Q
... View more Collapse

American Journal Of Tropical Medicine And Hygiene (p. 1192-1198) - 1/11/2023

10.4269/ajtmh.23-0378 View at source

  • ISSN 00029637

Epidemiological modelling in refugee and internally displaced people settlements: Challenges and ways forward

  • Aylett-Bullock J
  • Gilman RT
  • Hall I
  • Kennedy D
  • Evers ES
  • Katta A
  • Ahmed H
  • Fong K
  • Adib K
  • Al Ariqi L
  • Ardalan A
  • Nabeth P
  • Von Harbou K
  • Hoffmann Pham K
  • Cuesta-Lazaro C
  • Quera-Bofarull A
  • Gidraf Kahindo Maina A
  • Valentijn T
  • Harlass S
  • Krauss F
  • Huang C
  • Moreno Jimenez R
  • Comes T
  • Gaanderse M
  • Milano L
  • Luengo-Oroz M
... View more Collapse

Bmj Glob Health - 9/3/2022

10.1136/bmjgh-2021-007822 View at source

  • ISSN 20597908

Remote analysis of sputum smears for mycobacterium tuberculosis quantification using digital crowdsourcing

  • Delgado, LG
  • Postigo, M
  • Cuadrado, D
  • Gil-Casanova, S
  • Martinez, AM
  • Linares, M
  • Merino, P
  • Gimo, M
  • Blanco, S
  • Bassat, Q
  • Santos, A
  • Garcia-Basteiro, AL
  • Ledesma-Carbayo, MJ
  • Luengo-Oroz, MA
... View more Collapse

Plos One - 1/1/2022

10.1371/journal.pone.0268494 View at source

  • ISSN 19326203

Telemedicine for international travelers through a Smartphone-based monitoring platform (Trip Doctor®)

  • Rodriguez-Valero, N.
  • Carbayo, M. J. Ledesma
  • Camprubi-Ferrer, D.
  • Marti-Soler, H.
  • Sanchez, D. Cuadrado
  • Vladimirov, A.
  • Pinazo, M. J.
  • Almuedo-Riera, A.
  • Roman, A.
  • Vera, I.
  • Roldan, M.
  • de Alba, T.
  • Jimenez, A.
  • Gomez-Valverde, Juan J.
  • Oroz, M. Luengo
  • Munoz, J.;
... View more Collapse

Travel Medicine And Infectious Disease - 1/1/2022

10.1016/j.tmaid.2022.102356 View at source

  • ISSN 14778939

Deep learning-based lesion subtyping and prediction of clinical outcomes in COVID-19 pneumonia using chest CT

  • Bermejo-Peláez, D
  • Estépar, RS
  • Fernández-Velilla, M
  • Miras, CP
  • Madueño, GG
  • Benegas, M
  • Rivera, CG
  • Cuerpo, S
  • Luengo-Oroz, M
  • Sellarés, J
  • Sánchez, M
  • Bastarrika, G
  • Barba, GP
  • Seijo, LM
  • Ledesma-Carbayo, MJ
... View more Collapse

Scientific Reports - 1/1/2022

10.1038/s41598-022-13298-8 View at source

  • ISSN 20452322

This researcher has no books.

This researcher has no book chapters.

How many labels do I need? self-supervised learning strategies for multiple blood parasites classification in microscopy images

  • Mancebo-Martin, Roberto
  • Lin, Lin
  • Dacal, Elena
  • Luengo-Oroz, Miguel
  • Bermejo-Pelaez, David

Proceedings (International Symposium On Biomedical Imaging) - 1/1/2024

10.1109/isbi56570.2024.10635899 View at source

  • ISSN 19457928

AI-based microscopy: A game changer for neglected tropical diseases diagnosis

  • Lin, L
  • Flores-Chavez, M
  • Torrico, MC
  • Paucara, BC
  • Torrico, AS
  • Bermejo-Peláez, D
  • Ledesma-Carbayo, MJ
  • Rubio, JM
  • Luengo-Oroz, M
  • Dacal, E
... View more Collapse

Tropical Medicine & International Health (p. 177-178) - 1/11/2023

  • ISSN 13602276
  • iMarina

The Augmented Hematologist: Human-AI Feedback Loops to Assist Differential Cell Count during the Analysis of Bone Marrow Aspirates

  • Bermejo-Peláez, D
  • Charro, SR
  • Mousa, A
  • Alamo, E
  • Roa, MG
  • Trelles-Martínez, R
  • Soto, MH
  • Bobes-Fernández, A
  • Garcia-Vicente, R
  • Morales, ML
  • García, AR
  • Ortiz-Ruiz, A
  • Blanco-Sánchez, A
  • Lin, L
  • Dacal, E
  • Ayala, R
  • Luengo-Oroz, M
  • Linares, M
  • Lopez, JM
... View more Collapse

Blood (p. 10736-10737) - 15/11/2022

10.1182/blood-2022-160005 View at source

  • ISSN 00064971

Deep-learning characterization and quantification of COVID-19 pneumonia lesions from chest CT images

  • Bermejo-Pelaez, D
  • Estépar, RS
  • Fernández-Velilla, M
  • Miras, CP
  • Madueño, GG
  • Benegas, M
  • Oroz, MAL
  • Sellarés, J
  • Sánchez, M
  • Barba, GP
  • Seijo, LM
  • Ledesma-Carbayo, MJ
... View more Collapse

Medical Imaging 2012: Image Processing - 1/1/2022

10.1117/12.2613086 View at source

  • ISSN 16057422

Combining collective and artificial intelligence for global health diseases diagnosis using crowdsourced annotated medical images

  • Lin, L
  • Bermejo-Pelaez, D
  • Capellan-Martin, D
  • Cuadrado, D
  • Rodriguez, C
  • Garcia, L
  • Diez, N
  • Tome, R
  • Postigo, M
  • Ledesma-Carbayo, MJ
  • Luengo-Oroz, M
... View more Collapse

Conference Proceedings : ... Annual International Conference Of The Ieee Engineering In Medicine And Biology Society. Ieee Engineering In Medicine And Biology Society. Conference (p. 3344-3348) - 1/1/2021

10.1109/embc46164.2021.9630868 View at source

  • ISSN 1557170X

Stitching Methodology for Whole Slide Low-Cost Robotic Microscope Based on a Smartphone

  • Ortuño, JE
  • Lin, L
  • Ortega, MD
  • García-Villena, J
  • Cuadrado, D
  • Linares, M
  • Santos, A
  • Ledesma-Carbayo, MJ
  • Luengo-Oroz, M
... View more Collapse

Proceedings (International Symposium On Biomedical Imaging) (p. 503-507) - 1/4/2020

10.1109/isbi45749.2020.9098355 View at source

Data fusion to describe and quantify search and rescue operations in the mediterranean sea

  • Hoffmann Pham K
  • Boy J
  • Luengo-Oroz M

Proceedings - 2018 Ieee 5th International Conference On Data Science And Advanced Analytics, Dsaa 2018 (p. 514-523) - 1/1/2018

10.1109/dsaa.2018.00066 View at source

Counting malaria parasites with a two-stage em based algorithm using crowsourced data

  • Cabrera-Bean M
  • Pages-Zamora A
  • Diaz-Vilor C
  • Postigo-Camps M
  • Cuadrado-Sanchez D
  • Luengo-Oroz M

Conference Proceedings : ... Annual International Conference Of The Ieee Engineering In Medicine And Biology Society. Ieee Engineering In Medicine And Biology Society. Conference (p. 2283-2287) - 13/9/2017

10.1109/embc.2017.8037311 View at source

  • ISSN 1557170X

TRIP (Travel Remote Infomation Platform) - a platform for monitoring traveler's health

  • N Rodriguez-Valero
  • MJL Carbayo
  • DC Sanchez
  • A Vladimorov
  • I Vera

Tropical Medicine & International Health (p. 202-202) - 1/1/2017

  • ISSN 13602276
  • iMarina

Mobility profiles and calendars for food security and livelihoods analysis

  • Wilfred Nkwambi
  • Paula Hidalgo-Sanchís
  • John Quinn
  • Morales Guzmán, Alfredo
  • BARRIALES VALBUENA, IKER
  • Luengo Oroz, Miguel Angel
  • UBEDA MEDINA, LUIS ANTONIO
  • HERNANDEZ MEDINA, MIGUEL ANGEL
  • ZUFIRIA ZATARAIN, PEDRO JOSE
... View more Collapse

Netmob 2015 D4d Challenge Senegal Sessions Scientific Papers. (Accesibles En Netmob.Org) (p. 3-24) - 1/1/2017

  • iMarina

This researcher has no working papers.

This researcher has no technical reports.

DESARROLLO DE APP DE REGISTRO Y GEOPOSICIONAMIENTO DE MUESTRAS

  • Luengo Oroz, Miguel Angel (Colaborador/a)
  • LEDESMA CARBAYO, MARIA JESUS (Investigador principal (IP))

Period: 05-03-2018 - 04-09-2018

Type of funding: Internal

  • iMarina

TuberSpot: Un videojuego contra la tuberculosis mediante el análisis colectivo de imágenes médicas

  • LEDESMA CARBAYO, MARIA JESUS (Investigador principal (IP))
  • Luengo Oroz, Miguel Angel (Participante)
  • Wollny, Gert (Participante)
  • ORTUÑO FISAC, JUAN ENRIQUE (Participante)

Period: 01-09-2014 - 31-08-2015

Type of funding: National

Amount of funding: 20000,00 Euros.

  • iMarina

BIT-UPM. Tomografía por emisión de positrones y ultrasonidos

  • SANTOS LLEO, ANDRES DE (Investigador principal (IP))
  • Luengo Oroz, Miguel Angel (Participante)
  • ZORRAQUINO GASTÓN, CARLOS (Participante)

Period: 01-10-2014 - 31-12-2018

Type of funding: Regional

Amount of funding: 148546,71 Euros.

  • iMarina

Optical Biopsy Pen: A Compact and Low-Cost Diagnostic Tool for Dermatology based on High-performing Integrated OCT

  • LEDESMA CARBAYO, MARIA JESUS (Investigador principal (IP))
  • GOMEZ VALVERDE, JUAN JOSE (Participante)
  • ZORRAQUINO GASTÓN, CARLOS (Participante)
  • SANTOS LLEO, ANDRES DE (Participante)
  • Luengo Oroz, Miguel Angel (Participante)

Period: 01-10-2013 - 31-03-2017

Type of funding: International

Amount of funding: 298824,00 Euros.

  • iMarina

Imagen médica multimodal en tiempo real para escenarios complejos de tratamiento

  • PASTOR ESCUREDO, DAVID (Participante)
  • CASTRO GONZALEZ, CARLOS (Participante)
  • Luengo Oroz, Miguel Angel (Participante)
  • LEDESMA CARBAYO, MARIA JESUS (Investigador principal (IP))

Period: 01-01-2011 - 31-12-2013

Type of funding: National

Amount of funding: 133342,00 Euros.

  • iMarina

Tecnologías de Imagen Molecular Avanzada (AMIT)

  • Luengo Oroz, Miguel Angel (Participante)
  • LEDESMA CARBAYO, MARIA JESUS (Participante)
  • KONTAXAKIS ANTONIADIS, GEORGIOS (Participante)
  • WOLLNY ., GERT (Participante)
  • SANTOS LLEO, ANDRES DE (Investigador principal (IP))
  • CASTRO GONZALEZ, CARLOS (Participante)

Period: 28-05-2010 - 31-12-2012

Type of funding: National

Amount of funding: 160000,00 Euros.

  • iMarina

Contribución a la Mejora y Optimización Computacional de la Imagen Tomográfica mediante Radiación no Ionizante

  • PASTOR ESCUREDO, DAVID (Miembro del equipo de trabajo)
  • WOLLNY ., GERT (Participante)
  • Luengo Oroz, Miguel Angel (Miembro del equipo de trabajo)
  • ORTUÑO FISAC, JUAN ENRIQUE (Participante)
  • KONTAXAKIS ANTONIADIS, GEORGIOS (Participante)
  • SANTOS LLEO, ANDRES DE (Investigador principal (IP))

Period: 01-01-2009 - 31-12-2011

Type of funding: National

  • iMarina

MORPHONET: Recostructing Genetic and Cellulary Dunamics in early zebrafish embryogenesis

  • LEDESMA CARBAYO, MARIA JESUS (Participante)
  • Luengo Oroz, Miguel Angel (Participante)
  • SANTOS LLEO, ANDRES DE (Investigador principal (IP))

Period: 01-01-2008 - 31-03-2010

Type of funding: National

  • iMarina

Técnicas avanzadas de visualización y procesamiento de imagen cardiaca para el análisis de la deformación y la asincronía ventricular

  • CASTRO GONZALEZ, CARLOS (Miembro del equipo de trabajo)
  • Luengo Oroz, Miguel Angel (Participante)
  • SANCE GARZÓN, ROSARIO (Participante)
  • SANTOS LLEO, ANDRES DE (Participante)
  • LEDESMA CARBAYO, MARIA JESUS (Investigador principal (IP))

Period: 01-10-2007 - 30-09-2010

Type of funding: National

  • iMarina

Computational methods to create and analyze a digital gene expression atlas of embryo development from microscopy images

  • Luengo Oroz, Miguel Angel (Director)
  • LEDESMA CARBAYO, MARIA JESUS (Director) Doctorando: Castro González, Carlos

1/1/2013

  • iMarina

This researcher has no patents or software licenses.

Last data update: 11/10/25 8:31 AM