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ORCIDMiguel A. Luengo-Oroz
Miguel Angel Luengo-Oroz
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2020 – today
- 2024
[j14]Vedran Sekara
, Márton Karsai, Esteban Moro, Dohyung Kim, Enrique Delamónica, Manuel Cebrián, Miguel A. Luengo-Oroz, Rebeca Moreno Jimenez, Manuel García-Herranz:
The Opportunities, Limitations, and Challenges in using Machine Learning Technologies for Humanitarian Work and Development. Adv. Complex Syst. 27(3): 2440002:1-2440002:16 (2024)- [c17]Roberto Mancebo-Martín, Lin Lin, Elena Dacal, Miguel A. Luengo-Oroz, David Bermejo-Peláez:
How many labels do I need? self-supervised learning strategies for multiple blood parasites classification in microscopy images. ISBI 2024: 1-5 - 2023
- [i18]Arturo de Nieves Gutierrez de Rubalcava, Oscar Sanchez Piñeiro, Rebeca Moreno Jimenez, Joseph Aylett-Bullock, Azra Ismail, Sofia Kyriazi, Catherine Schneider, Fred Sekidde, Giulia del Panta, Chao Huang, Vanessa Maigné, Miguel A. Luengo-Oroz, Katherine Hoffmann Pham:
Modeling Population Movements under Uncertainty at the Border in Humanitarian Crises: A Situational Analysis Tool. CoRR abs/2303.15614 (2023) - [i17]Vedran Sekara, Márton Karsai, Esteban Moro, Dohyung Kim, Enrique Delamónica, Manuel Cebrián, Miguel A. Luengo-Oroz, Rebeca Moreno Jimenez, Manuel García-Herranz:
Are machine learning technologies ready to be used for humanitarian work and development? CoRR abs/2307.01891 (2023) - 2022
- [c16]David Bermejo-Peláez, Raúl San José Estépar, M. Fernández-Velilla, Carmelo Palacios Miras, Guillermo Gallardo Madueño, M. Benegas, Miguel A. Luengo-Oroz, J. Sellarés, M. Sánchez, Gorka Bastarrika, German R. Peces-Barba, Luis Miguel Seijo Maceiras, María J. Ledesma-Carbayo:
Deep-learning characterization and quantification of COVID-19 pneumonia lesions from chest CT images. Medical Imaging: Computer-Aided Diagnosis 2022 - [i16]Katherine Hoffmann Pham, Miguel A. Luengo-Oroz:
Predictive modeling of movements of refugees and internally displaced people: Towards a computational framework. CoRR abs/2201.08006 (2022) - [i15]Joseph Aylett-Bullock, Miguel A. Luengo-Oroz:
Multi-AI Complex Systems in Humanitarian Response. CoRR abs/2208.11282 (2022) - 2021
- [j13]Anna Jobin, Kingson Man, Antonio Damasio, Georgios Kaissis, Rickmer Braren, Julia Stoyanovich, Jay J. Van Bavel, Tessa V. West, Brent D. Mittelstadt, Jason Eshraghian, Marta R. Costa-jussà, Asaf Tzachor, Aimun A. B. Jamjoom, Mariarosaria Taddeo, Edoardo Sinibaldi, Yipeng Hu, Miguel A. Luengo-Oroz:
AI reflections in 2020. Nat. Mach. Intell. 3(1): 2-8 (2021) - [j12]Joseph Aylett-Bullock, Carolina Cuesta-Lázaro, Arnau Quera-Bofarull, Anjali Katta, Katherine Hoffmann Pham, Benjamin Hoover, Hendrik Strobelt, Rebeca Moreno Jimenez, Aidan Sedgewick, Egmond Samir Evers, David Kennedy, Sandra Harlass, Allen Gidraf Kahindo Maina, Ahmad Hussien, Miguel A. Luengo-Oroz:
Operational response simulation tool for epidemics within refugee and IDP settlements: A scenario-based case study of the Cox's Bazar settlement. PLoS Comput. Biol. 17(10) (2021) - [j11]Miguel A. Luengo-Oroz, Joseph Bullock, Katherine Hoffmann Pham, Cynthia Sin Nga Lam, Alexandra Sasha Luccioni:
From Artificial Intelligence Bias to Inequality in the Time of COVID-19. IEEE Technol. Soc. Mag. 40(1): 71-79 (2021) - [c15]Lin Lin, David Bermejo-Peláez, Daniel Capellán-Martín, Daniel Cuadrado, Cristina Rodríguez, Lydia García, Nuria Díez, Rocío Tomé, María Postigo, María-Jesus Ledesma-Carbayo, Miguel A. Luengo-Oroz:
Combining collective and artificial intelligence for global health diseases diagnosis using crowdsourced annotated medical images. EMBC 2021: 3344-3348 - [c14]Alexandra Sasha Luccioni, Katherine Hoffmann Pham, Cynthia Sin Nga Lam, Joseph Aylett-Bullock, Miguel A. Luengo-Oroz:
Ensuring the Inclusive Use of NLP in the Global Response to COVID-19. PKDD/ECML Workshops (2) 2021: 259-266 - [i14]Alexandra Sasha Luccioni, Katherine Hoffmann Pham, Cynthia Sin Nga Lam, Joseph Aylett-Bullock, Miguel A. Luengo-Oroz:
Ensuring the Inclusive Use of Natural Language Processing in the Global Response to COVID-19. CoRR abs/2108.10791 (2021) - 2020
- [j10]Joseph Bullock, Alexandra Sasha Luccioni, Katherine Hoffmann Pham, Cynthia Sin Nga Lam, Miguel A. Luengo-Oroz:
Mapping the landscape of Artificial Intelligence applications against COVID-19. J. Artif. Intell. Res. 69: 807-845 (2020) - [j9]Miguel A. Luengo-Oroz, Katherine Hoffmann Pham, Joseph Bullock, Robert Kirkpatrick, Alexandra Luccioni, Sasha Rubel, Cedric Wachholz, Moez Chakchouk, Phillippa Biggs, Tim Nguyen, Tina Purnat, Bernardo Mariano:
Artificial intelligence cooperation to support the global response to COVID-19. Nat. Mach. Intell. 2(6): 295-297 (2020) - [c13]Tomaz Logar, Joseph Bullock, Edoardo Nemni, Lars Bromley, John A. Quinn, Miguel A. Luengo-Oroz:
PulseSatellite: A Tool Using Human-AI Feedback Loops for Satellite Image Analysis in Humanitarian Contexts. AAAI 2020: 13628-13629 - [c12]Juan E. Ortuño, Lin Lin, María del Pilar Ortega, Jaime García-Villena, Daniel Cuadrado, María Linares, Andrés Santos, María J. Ledesma-Carbayo, Miguel A. Luengo-Oroz:
Stitching Methodology for Whole Slide Low-Cost Robotic Microscope Based on a Smartphone. ISBI 2020: 503-507 - [i13]Tomaz Logar, Joseph Bullock, Edoardo Nemni, Lars Bromley, John A. Quinn, Miguel A. Luengo-Oroz:
PulseSatellite: A tool using human-AI feedback loops for satellite image analysis in humanitarian contexts. CoRR abs/2001.10685 (2020) - [i12]Katherine Hoffmann Pham, Miguel A. Luengo-Oroz:
From plague to coronavirus: On the value of ship traffic data for epidemic modeling. CoRR abs/2003.02253 (2020) - [i11]Joseph Bullock, Alexandra Sasha Luccioni, Katherine Hoffmann Pham, Cynthia Sin Nga Lam, Miguel A. Luengo-Oroz:
Mapping the Landscape of Artificial Intelligence Applications against COVID-19. CoRR abs/2003.11336 (2020) - [i10]Alexandra Sasha Luccioni, Joseph Bullock, Katherine Hoffmann Pham, Cynthia Sin Nga Lam, Miguel A. Luengo-Oroz:
Considerations, Good Practices, Risks and Pitfalls in Developing AI Solutions Against COVID-19. CoRR abs/2008.09043 (2020)
2010 – 2019
- 2019
- [j8]Miguel A. Luengo-Oroz:
Solidarity should be a core ethical principle of AI. Nat. Mach. Intell. 1(11): 494 (2019) - [p2]David Pastor-Escuredo, Asuka Imai, Miguel A. Luengo-Oroz, Daniel Macguire:
Call Detail Records to Obtain Estimates of Forcibly Displaced Populations. Data for Refugees Challenge 2019: 29-52 - [p1]Jeremy Boy, David Pastor-Escuredo, Daniel Macguire, Rebeca Moreno Jimenez, Miguel A. Luengo-Oroz:
Towards an Understanding of Refugee Segregation, Isolation, Homophily and Ultimately Integration in Turkey Using Call Detail Records. Data for Refugees Challenge 2019: 141-164 - [i9]Pedro J. Zufiria, David Pastor-Escuredo, Luis Ubeda-Medina, Miguel Angel Hernández-Medina, Iker Barriales-Valbuena, Alfredo J. Morales, Wilfred Nkwambi, John Quinn, Paula Hidalgo Sanchis, Miguel A. Luengo-Oroz:
Mobility profiles and calendars for food security and livelihoods analysis. CoRR abs/1904.08525 (2019) - [i8]Joseph Bullock, Miguel A. Luengo-Oroz:
Automated Speech Generation from UN General Assembly Statements: Mapping Risks in AI Generated Texts. CoRR abs/1906.01946 (2019) - [i7]Miguel A. Luengo-Oroz:
Solidarity should be a core ethical principle of Artificial Intelligence. CoRR abs/1910.12583 (2019) - 2018
- [c11]Katherine Hoffmann Pham, Jeremy Boy, Miguel A. Luengo-Oroz:
Data Fusion to Describe and Quantify Search and Rescue Operations in the Mediterranean Sea. DSAA 2018: 514-523 - 2017
- [c10]Margarita Cabrera-Bean, Alba Pagès-Zamora, Carles Diaz-Vilor, Maria Postigo-Camps, Daniel Cuadrado-Sanchez, Miguel Angel Luengo-Oroz:
Counting malaria parasites with a two-stage EM based algorithm using crowsourced data. EMBC 2017: 2283-2287 - [i6]Riccardo Di Clemente, Miguel A. Luengo-Oroz, Matias Travizano, Bapu Vaitla, Marta C. González:
Sequence of purchases in credit card data reveal life styles in urban populations. CoRR abs/1703.00409 (2017) - 2016
- [i5]Desislava Hristova, Alex Rutherford, Jose Anson, Miguel A. Luengo-Oroz, Cecilia Mascolo:
The International Postal Network and Other Global Flows As Proxies for National Wellbeing. CoRR abs/1601.06028 (2016) - [i4]Elena Alfaro Martinez, Maria Hernandez Rubio, Roberto Maestre-Martínez, Juan Murillo Arias, Dario Patane, Amanda Zerbe, Robert Kirkpatrick, Miguel A. Luengo-Oroz:
Measuring Economic Resilience to Natural Disasters with Big Economic Transaction Data. CoRR abs/1609.09340 (2016) - 2015
- [i3]David Pastor-Escuredo, Thierry Savy, Miguel A. Luengo-Oroz:
Can Fires, Night Lights, and Mobile Phones reveal behavioral fingerprints useful for Development? CoRR abs/1501.00549 (2015) - 2014
- [j7]Carlos Castro-Gonzalez, Miguel A. Luengo-Oroz, Louise Duloquin, Thierry Savy, Barbara Rizzi, Sophie Desnoulez, René Doursat, Yannick L. Kergosien, María J. Ledesma-Carbayo, Paul Bourgine, Nadine Peyriéras, Andrés Santos:
A Digital Framework to Build, Visualize and Analyze a Gene Expression Atlas with Cellular Resolution in Zebrafish Early Embryogenesis. PLoS Comput. Biol. 10(6) (2014) - [c9]David Pastor-Escuredo, Alfredo Morales-Guzmán, Yolanda Torres-Fernández, Jean-Martin Bauer, Amit Wadhwa, Carlos Castro-Correa, Liudmyla Romanoff, Jong Gun Lee, Alex Rutherford, Vanessa Frías-Martínez, Nuria Oliver, Enrique Frías-Martínez, Miguel A. Luengo-Oroz:
Flooding through the lens of mobile phone activity. GHTC 2014: 279-286 - [i2]David Pastor-Escuredo, Alfredo Morales-Guzmán, Yolanda Torres-Fernández, Jean-Martin Bauer, Amit Wadhwa, Carlos Castro-Correa, Liudmyla Romanoff, Jong Gun Lee, Alex Rutherford, Vanessa Frías-Martínez, Nuria Oliver, Enrique Frías-Martínez, Miguel A. Luengo-Oroz:
Flooding through the lens of mobile phone activity. CoRR abs/1411.6574 (2014) - [i1]Adeline Decuyper, Alex Rutherford, Amit Wadhwa, Jean-Martin Bauer, Gautier Krings, Thoralf Gutierrez, Vincent D. Blondel, Miguel A. Luengo-Oroz:
Estimating Food Consumption and Poverty Indices with Mobile Phone Data. CoRR abs/1412.2595 (2014) - 2012
- [j6]Jose L. Rubio-Guivernau, Vasily Gurchenkov, Miguel A. Luengo-Oroz, Louise Duloquin, Paul Bourgine, Andrés Santos, Nadine Peyriéras, María J. Ledesma-Carbayo:
Wavelet-based image fusion in multi-view three-dimensional microscopy. Bioinform. 28(2): 238-245 (2012) - [j5]Miguel A. Luengo-Oroz, Jose L. Rubio-Guivernau, Emmanuel Faure, Thierry Savy, Louise Duloquin, Nicolas Olivier, David Pastor-Escuredo, María J. Ledesma-Carbayo, Delphine Debarre, Paul Bourgine, Emmanuel Beaurepaire, Nadine Peyriéras, Andrés Santos:
Methodology for Reconstructing Early Zebrafish Development From In Vivo Multiphoton Microscopy. IEEE Trans. Image Process. 21(4): 2335-2340 (2012) - [j4]Miguel A. Luengo-Oroz, David Pastor-Escuredo, Carlos Castro-Gonzalez, Emmanuel Faure, Thierry Savy, Benoit Lombardot, Jose L. Rubio-Guivernau, Louise Duloquin, María J. Ledesma-Carbayo, Paul Bourgine, Nadine Peyriéras, Andrés Santos:
3D+t Morphological Processing: Applications to Embryogenesis Image Analysis. IEEE Trans. Image Process. 21(8): 3518-3530 (2012) - [c8]David Pastor-Escuredo, Miguel A. Luengo-Oroz, Louise Duloquin, Benoit Lombardot, María J. Ledesma-Carbayo, Paul Bourgine, Nadine Peyriéras, Andrés Santos:
Spatio-temporal filtering with morphological operators for robust cell migration estimation in "in-vivo" images. ISBI 2012: 1312-1315 - 2011
- [c7]Carlos Castro, Miguel Angel Luengo-Oroz, Louise Douloquin, Thierry Savy, Camilo Melani, Sophie Desnoulez, Paul Bourgine, Nadine Peyriéras, María-Jesus Ledesma-Carbayo, Andrés Santos:
Image processing challenges in the creation of spatiotemporal gene expression atlases of developing embryos. EMBC 2011: 6841-6844 - [c6]Miguel A. Luengo-Oroz, Thierry Savy, Jose L. Rubio-Guivernau, Louise Duloquin, Emmanuel Faure, Nicolas Olivier, María J. Ledesma-Carbayo, Delphine Debarre, Paul Bourgine, Emmanuel Beaurepaire, Nadine Peyriéras, Andrés Santos:
Processing pipeline for digitalizing the lineage tree of early zebrafish embryogenesis from multiharmonic imaging. ISBI 2011: 1561-1564 - [c5]Miguel A. Luengo-Oroz:
Spatially-Variant Structuring Elements Inspired by the Neurogeometry of the Visual Cortex. ISMM 2011: 236-247 - 2010
- [j3]Miguel A. Luengo-Oroz, Emmanuel Faure, Jesús Angulo:
Robust iris segmentation on uncalibrated noisy images using mathematical morphology. Image Vis. Comput. 28(2): 278-284 (2010)
2000 – 2009
- 2009
- [j2]Michiel Schaap, Coert Metz, Theo van Walsum, Alina G. van der Giessen, Annick C. Weustink, Nico Mollet, Christian Bauer, Hrvoje Bogunovic, Carlos Castro-Gonzalez, Xiang Deng, Engin Dikici, Thomas O'Donnell, Michel Frenay, Ola Friman, Marcela Hernández Hoyos, Pieter H. Kitslaar, Karl Krissian, Caroline Kühnel, Miguel A. Luengo-Oroz, Maciej Orkisz, Örjan Smedby, Martin Styner, Andrzej Szymczak, Hüseyin Tek, Chunliang Wang, Simon K. Warfield, Sebastian Zambal, Yong Zhang, Gabriel P. Krestin, Wiro J. Niessen:
Standardized evaluation methodology and reference database for evaluating coronary artery centerline extraction algorithms. Medical Image Anal. 13(5): 701-714 (2009) - [j1]Miguel A. Luengo-Oroz, Jesús Angulo:
Cyclic Mathematical Morphology in Polar-Logarithmic Representation. IEEE Trans. Image Process. 18(5): 1090-1096 (2009) - 2008
- [c4]Miguel A. Luengo-Oroz, Louise Duloquin, Carlos Castro-Gonzalez, Thierry Savy, Emmanuel Faure, Benoit Lombardot, Paul Bourgine, Nadine Peyriéras, Andrés Santos:
Can voronoi diagram model cell geometries in early sea-urchin embryogenesis? ISBI 2008: 504-507 - 2007
- [c3]Miguel A. Luengo-Oroz, María J. Ledesma-Carbayo, J. J. Gómez-Diego, Miguel A. García-Fernández, Manuel Desco, Andrés Santos:
Extraction of the Coronary Artery Tree in Cardiac Computer Tomographic Images Using Morphological Operators. FIMH 2007: 424-432 - [c2]Miguel A. Luengo-Oroz, Emmanuel Faure, Benoit Lombardot, Rosario Sance, Paul Bourgine, Nadine Peyriéras, Andrés Santos:
Twister Segment Morphological Filtering. A New Method for Live Zebrafish Embryos Confocal Images Processing. ICIP (5) 2007: 253-256 - 2005
- [c1]Miguel A. Luengo-Oroz, Jesús Angulo, Georges Flandrin, Jacques Klossa:
Mathematical Morphology in Polar-Logarithmic Coordinates. Application to Erythrocyte Shape Analysis. IbPRIA (2) 2005: 199-206
Coauthor Index
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