The Opportunities, Limitations, and Challenges in using Machine Learning Technologies for Humanitarian Work and Development. - Sekara, Vedran; Karsai, Márton; Moro, Esteban; Kim, Dohyung; Delamónica, Enrique; Cebrián, Manuel; Luengo-Oroz, Miguel A.; Jimenez, Rebeca Moreno; García-Herranz, Manuel (Adv. Complex Syst., 2024)

How many labels do I need? self-supervised learning strategies for multiple blood parasites classification in microscopy images. - Mancebo-Martín, Roberto; Lin, Lin; Dacal, Elena; Luengo-Oroz, Miguel A.; Bermejo-Peláez, David (2024)

Modeling Population Movements under Uncertainty at the Border in Humanitarian Crises: A Situational Analysis Tool. - Rubalcava, Arturo de Nieves Gutierrez de; Piñeiro, Oscar Sanchez; Jimenez, Rebeca Moreno; Aylett-Bullock, Joseph; Ismail, Azra; Kyriazi, Sofia; Schneider, Catherine; Sekidde, Fred; Panta, Giulia del; Huang, Chao; Maigné, Vanessa; Luengo-Oroz, Miguel A.; et al. (CoRR, 2023)

Are machine learning technologies ready to be used for humanitarian work and development? - Sekara, Vedran; Karsai, Márton; Moro, Esteban; Kim, Dohyung; Delamónica, Enrique; Cebrián, Manuel; Luengo-Oroz, Miguel A.; Jimenez, Rebeca Moreno; García-Herranz, Manuel (CoRR, 2023)

Deep-learning characterization and quantification of COVID-19 pneumonia lesions from chest CT images. - Bermejo-Peláez, David; Estépar, Raúl San José; Fernández-Velilla, M.; Miras, Carmelo Palacios; Madueño, Guillermo Gallardo; Benegas, M.; Luengo-Oroz, Miguel A.; Sellarés, J.; Sánchez, M.; Bastarrika, Gorka; Peces-Barba, German R.; Maceiras, Luis Miguel Seijo; et al. (2022)

Predictive modeling of movements of refugees and internally displaced people: Towards a computational framework. - Pham, Katherine Hoffmann; Luengo-Oroz, Miguel A. (CoRR, 2022)

Multi-AI Complex Systems in Humanitarian Response. - Aylett-Bullock, Joseph; Luengo-Oroz, Miguel A. (CoRR, 2022)

AI reflections in 2020. - Jobin, Anna; Man, Kingson; Damasio, Antonio; Kaissis, Georgios; Braren, Rickmer; Stoyanovich, Julia; Bavel, Jay J. Van; West, Tessa V.; Mittelstadt, Brent D.; Eshraghian, Jason; Costa-jussà, Marta R.; Tzachor, Asaf; et al. (Nat. Mach. Intell., 2021)

Operational response simulation tool for epidemics within refugee and IDP settlements: A scenario-based case study of the Cox's Bazar settlement. - Aylett-Bullock, Joseph; Cuesta-Lázaro, Carolina; Quera-Bofarull, Arnau; Katta, Anjali; Pham, Katherine Hoffmann; Hoover, Benjamin; Strobelt, Hendrik; Jimenez, Rebeca Moreno; Sedgewick, Aidan; Evers, Egmond Samir; Kennedy, David; Harlass, Sandra; et al. (PLoS Comput. Biol., 2021)

From Artificial Intelligence Bias to Inequality in the Time of COVID-19. - Luengo-Oroz, Miguel A.; Bullock, Joseph; Pham, Katherine Hoffmann; Lam, Cynthia Sin Nga; Luccioni, Alexandra Sasha (IEEE Technol. Soc. Mag., 2021)

Combining collective and artificial intelligence for global health diseases diagnosis using crowdsourced annotated medical images. - Lin, Lin; Bermejo-Peláez, David; Capellán-Martín, Daniel; Cuadrado, Daniel; Rodríguez, Cristina; García, Lydia; Díez, Nuria; Tomé, Rocío; Postigo, María; Ledesma-Carbayo, María-Jesus; Luengo-Oroz, Miguel A. (2021)

Ensuring the Inclusive Use of NLP in the Global Response to COVID-19. - Luccioni, Alexandra Sasha; Pham, Katherine Hoffmann; Lam, Cynthia Sin Nga; Aylett-Bullock, Joseph; Luengo-Oroz, Miguel A. (2021)

Ensuring the Inclusive Use of Natural Language Processing in the Global Response to COVID-19. - Luccioni, Alexandra Sasha; Pham, Katherine Hoffmann; Lam, Cynthia Sin Nga; Aylett-Bullock, Joseph; Luengo-Oroz, Miguel A. (CoRR, 2021)

Mapping the landscape of Artificial Intelligence applications against COVID-19. - Bullock, Joseph; Luccioni, Alexandra Sasha; Pham, Katherine Hoffmann; Lam, Cynthia Sin Nga; Luengo-Oroz, Miguel A. (J. Artif. Intell. Res., 2020)

Artificial intelligence cooperation to support the global response to COVID-19. - Luengo-Oroz, Miguel A.; Pham, Katherine Hoffmann; Bullock, Joseph; Kirkpatrick, Robert; Luccioni, Alexandra; Rubel, Sasha; Wachholz, Cedric; Chakchouk, Moez; Biggs, Phillippa; Nguyen, Tim; Purnat, Tina; Mariano, Bernardo (Nat. Mach. Intell., 2020)

PulseSatellite: A Tool Using Human-AI Feedback Loops for Satellite Image Analysis in Humanitarian Contexts. - Logar, Tomaz; Bullock, Joseph; Nemni, Edoardo; Bromley, Lars; Quinn, John A.; Luengo-Oroz, Miguel A. (2020)

Stitching Methodology for Whole Slide Low-Cost Robotic Microscope Based on a Smartphone. - Ortuño, Juan E.; Lin, Lin; Ortega, María del Pilar; García-Villena, Jaime; Cuadrado, Daniel; Linares, María; Santos, Andrés; Ledesma-Carbayo, María J.; Luengo-Oroz, Miguel A. (2020)

PulseSatellite: A tool using human-AI feedback loops for satellite image analysis in humanitarian contexts. - Logar, Tomaz; Bullock, Joseph; Nemni, Edoardo; Bromley, Lars; Quinn, John A.; Luengo-Oroz, Miguel A. (CoRR, 2020)

From plague to coronavirus: On the value of ship traffic data for epidemic modeling. - Pham, Katherine Hoffmann; Luengo-Oroz, Miguel A. (CoRR, 2020)

Mapping the Landscape of Artificial Intelligence Applications against COVID-19. - Bullock, Joseph; Luccioni, Alexandra Sasha; Pham, Katherine Hoffmann; Lam, Cynthia Sin Nga; Luengo-Oroz, Miguel A. (CoRR, 2020)

Considerations, Good Practices, Risks and Pitfalls in Developing AI Solutions Against COVID-19. - Luccioni, Alexandra Sasha; Bullock, Joseph; Pham, Katherine Hoffmann; Lam, Cynthia Sin Nga; Luengo-Oroz, Miguel A. (CoRR, 2020)

Solidarity should be a core ethical principle of AI. - Luengo-Oroz, Miguel A. (Nat. Mach. Intell., 2019)

Call Detail Records to Obtain Estimates of Forcibly Displaced Populations. - Pastor-Escuredo, David; Imai, Asuka; Luengo-Oroz, Miguel A.; Macguire, Daniel (2019)

Towards an Understanding of Refugee Segregation, Isolation, Homophily and Ultimately Integration in Turkey Using Call Detail Records. - Boy, Jeremy; Pastor-Escuredo, David; Macguire, Daniel; Jimenez, Rebeca Moreno; Luengo-Oroz, Miguel A. (2019)

Mobility profiles and calendars for food security and livelihoods analysis. - Zufiria, Pedro J.; Pastor-Escuredo, David; Ubeda-Medina, Luis; Hernández-Medina, Miguel Angel; Barriales-Valbuena, Iker; Morales, Alfredo J.; Nkwambi, Wilfred; Quinn, John; Sanchis, Paula Hidalgo; Luengo-Oroz, Miguel A. (CoRR, 2019)

Automated Speech Generation from UN General Assembly Statements: Mapping Risks in AI Generated Texts. - Bullock, Joseph; Luengo-Oroz, Miguel A. (CoRR, 2019)

Solidarity should be a core ethical principle of Artificial Intelligence. - Luengo-Oroz, Miguel A. (CoRR, 2019)

Data Fusion to Describe and Quantify Search and Rescue Operations in the Mediterranean Sea. - Pham, Katherine Hoffmann; Boy, Jeremy; Luengo-Oroz, Miguel A. (2018)

Counting malaria parasites with a two-stage EM based algorithm using crowsourced data. - Cabrera-Bean, Margarita; Pagès-Zamora, Alba; Diaz-Vilor, Carles; Postigo-Camps, Maria; Cuadrado-Sanchez, Daniel; Luengo-Oroz, Miguel Angel (2017)

Sequence of purchases in credit card data reveal life styles in urban populations. - Clemente, Riccardo Di; Luengo-Oroz, Miguel A.; Travizano, Matias; Vaitla, Bapu; González, Marta C. (CoRR, 2017)

The International Postal Network and Other Global Flows As Proxies for National Wellbeing. - Hristova, Desislava; Rutherford, Alex; Anson, Jose; Luengo-Oroz, Miguel A.; Mascolo, Cecilia (CoRR, 2016)

Measuring Economic Resilience to Natural Disasters with Big Economic Transaction Data. - Martinez, Elena Alfaro; Rubio, Maria Hernandez; Maestre-Martínez, Roberto; Arias, Juan Murillo; Patane, Dario; Zerbe, Amanda; Kirkpatrick, Robert; Luengo-Oroz, Miguel A. (CoRR, 2016)

Can Fires, Night Lights, and Mobile Phones reveal behavioral fingerprints useful for Development? - Pastor-Escuredo, David; Savy, Thierry; Luengo-Oroz, Miguel A. (CoRR, 2015)

A Digital Framework to Build, Visualize and Analyze a Gene Expression Atlas with Cellular Resolution in Zebrafish Early Embryogenesis. - Castro-Gonzalez, Carlos; Luengo-Oroz, Miguel A.; Duloquin, Louise; Savy, Thierry; Rizzi, Barbara; Desnoulez, Sophie; Doursat, René; Kergosien, Yannick L.; Ledesma-Carbayo, María J.; Bourgine, Paul; Peyriéras, Nadine; Santos, Andrés (PLoS Comput. Biol., 2014)

Flooding through the lens of mobile phone activity. - Pastor-Escuredo, David; Morales-Guzmán, Alfredo; Torres-Fernández, Yolanda; Bauer, Jean-Martin; Wadhwa, Amit; Castro-Correa, Carlos; Romanoff, Liudmyla; Lee, Jong Gun; Rutherford, Alex; Frías-Martínez, Vanessa; Oliver, Nuria; Frías-Martínez, Enrique; et al. (2014)

Flooding through the lens of mobile phone activity. - Pastor-Escuredo, David; Morales-Guzmán, Alfredo; Torres-Fernández, Yolanda; Bauer, Jean-Martin; Wadhwa, Amit; Castro-Correa, Carlos; Romanoff, Liudmyla; Lee, Jong Gun; Rutherford, Alex; Frías-Martínez, Vanessa; Oliver, Nuria; Frías-Martínez, Enrique; et al. (CoRR, 2014)

Estimating Food Consumption and Poverty Indices with Mobile Phone Data. - Decuyper, Adeline; Rutherford, Alex; Wadhwa, Amit; Bauer, Jean-Martin; Krings, Gautier; Gutierrez, Thoralf; Blondel, Vincent D.; Luengo-Oroz, Miguel A. (CoRR, 2014)

Wavelet-based image fusion in multi-view three-dimensional microscopy. - Rubio-Guivernau, Jose L.; Gurchenkov, Vasily; Luengo-Oroz, Miguel A.; Duloquin, Louise; Bourgine, Paul; Santos, Andrés; Peyriéras, Nadine; Ledesma-Carbayo, María J. (Bioinform., 2012)

Methodology for Reconstructing Early Zebrafish Development From In Vivo Multiphoton Microscopy. - Luengo-Oroz, Miguel A.; Rubio-Guivernau, Jose L.; Faure, Emmanuel; Savy, Thierry; Duloquin, Louise; Olivier, Nicolas; Pastor-Escuredo, David; Ledesma-Carbayo, María J.; Debarre, Delphine; Bourgine, Paul; Beaurepaire, Emmanuel; Peyriéras, Nadine; et al. (IEEE Trans. Image Process., 2012)

3D+t Morphological Processing: Applications to Embryogenesis Image Analysis. - Luengo-Oroz, Miguel A.; Pastor-Escuredo, David; Castro-Gonzalez, Carlos; Faure, Emmanuel; Savy, Thierry; Lombardot, Benoit; Rubio-Guivernau, Jose L.; Duloquin, Louise; Ledesma-Carbayo, María J.; Bourgine, Paul; Peyriéras, Nadine; Santos, Andrés (IEEE Trans. Image Process., 2012)

Spatio-temporal filtering with morphological operators for robust cell migration estimation in "in-vivo" images. - Pastor-Escuredo, David; Luengo-Oroz, Miguel A.; Duloquin, Louise; Lombardot, Benoit; Ledesma-Carbayo, María J.; Bourgine, Paul; Peyriéras, Nadine; Santos, Andrés (2012)

Image processing challenges in the creation of spatiotemporal gene expression atlases of developing embryos. - Castro, Carlos; Luengo-Oroz, Miguel Angel; Douloquin, Louise; Savy, Thierry; Melani, Camilo; Desnoulez, Sophie; Bourgine, Paul; Peyriéras, Nadine; Ledesma-Carbayo, María-Jesus; Santos, Andrés (2011)

Processing pipeline for digitalizing the lineage tree of early zebrafish embryogenesis from multiharmonic imaging. - Luengo-Oroz, Miguel A.; Savy, Thierry; Rubio-Guivernau, Jose L.; Duloquin, Louise; Faure, Emmanuel; Olivier, Nicolas; Ledesma-Carbayo, María J.; Debarre, Delphine; Bourgine, Paul; Beaurepaire, Emmanuel; Peyriéras, Nadine; Santos, Andrés (2011)

Spatially-Variant Structuring Elements Inspired by the Neurogeometry of the Visual Cortex. - Luengo-Oroz, Miguel A. (2011)

Robust iris segmentation on uncalibrated noisy images using mathematical morphology. - Luengo-Oroz, Miguel A.; Faure, Emmanuel; Angulo, Jesús (Image Vis. Comput., 2010)

Standardized evaluation methodology and reference database for evaluating coronary artery centerline extraction algorithms. - Schaap, Michiel; Metz, Coert; Walsum, Theo van; Giessen, Alina G. van der; Weustink, Annick C.; Mollet, Nico; Bauer, Christian; Bogunovic, Hrvoje; Castro-Gonzalez, Carlos; Deng, Xiang; Dikici, Engin; O'Donnell, Thomas; et al. (Medical Image Anal., 2009)

Cyclic Mathematical Morphology in Polar-Logarithmic Representation. - Luengo-Oroz, Miguel A.; Angulo, Jesús (IEEE Trans. Image Process., 2009)

Can voronoi diagram model cell geometries in early sea-urchin embryogenesis? - Luengo-Oroz, Miguel A.; Duloquin, Louise; Castro-Gonzalez, Carlos; Savy, Thierry; Faure, Emmanuel; Lombardot, Benoit; Bourgine, Paul; Peyriéras, Nadine; Santos, Andrés (2008)

Extraction of the Coronary Artery Tree in Cardiac Computer Tomographic Images Using Morphological Operators. - Luengo-Oroz, Miguel A.; Ledesma-Carbayo, María J.; Gómez-Diego, J. J.; García-Fernández, Miguel A.; Desco, Manuel; Santos, Andrés (2007)

Twister Segment Morphological Filtering. A New Method for Live Zebrafish Embryos Confocal Images Processing. - Luengo-Oroz, Miguel A.; Faure, Emmanuel; Lombardot, Benoit; Sance, Rosario; Bourgine, Paul; Peyriéras, Nadine; Santos, Andrés (2007)

Mathematical Morphology in Polar-Logarithmic Coordinates. Application to Erythrocyte Shape Analysis. - Luengo-Oroz, Miguel A.; Angulo, Jesús; Flandrin, Georges; Klossa, Jacques (2005)