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Deep learning-based lesion subtyping and prediction of clinical outcomes in COVID-19 pneumonia using chest CT.
Published in:
Scientific Reports, 2022, v. 12, n. 1, p. 1, doi. 10.1038/s41598-022-13298-8
By:
- Bermejo-Peláez, David;
- San José Estépar, Raúl;
- Fernández-Velilla, María;
- Palacios Miras, Carmelo;
- Gallardo Madueño, Guillermo;
- Benegas, Mariana;
- Gotera Rivera, Carolina;
- Cuerpo, Sandra;
- Luengo-Oroz, Miguel;
- Sellarés, Jacobo;
- Sánchez, Marcelo;
- Bastarrika, Gorka;
- Peces Barba, German;
- Seijo, Luis M.;
- Ledesma-Carbayo, María J.
Publication type:
Article
Mobile microscopy and telemedicine platform assisted by deep learning for the quantification of Trichuris trichiura infection.
Published in:
PLoS Neglected Tropical Diseases, 2021, v. 15, n. 9, p. 1, doi. 10.1371/journal.pntd.0009677
By:
- Dacal, Elena;
- Bermejo-Peláez, David;
- Lin, Lin;
- Álamo, Elisa;
- Cuadrado, Daniel;
- Martínez, Álvaro;
- Mousa, Adriana;
- Postigo, María;
- Soto, Alicia;
- Sukosd, Endre;
- Vladimirov, Alexander;
- Mwandawiro, Charles;
- Gichuki, Paul;
- Williams, Nana Aba;
- Muñoz, José;
- Kepha, Stella;
- Luengo-Oroz, Miguel
Publication type:
Article
THE OPPORTUNITIES, LIMITATIONS, AND CHALLENGES IN USING MACHINE LEARNING TECHNOLOGIES FOR HUMANITARIAN WORK AND DEVELOPMENT.
Published in:
Advances in Complex Systems, 2024, v. 27, n. 3, p. 1, doi. 10.1142/S0219525924400022
By:
- SEKARA, VEDRAN;
- KARSAI, MÁRTON;
- MORO, ESTEBAN;
- KIM, DOHYUNG;
- DELAMONICA, ENRIQUE;
- CEBRIAN, MANUEL;
- LUENGO-OROZ, MIGUEL;
- JIMÉNEZ, REBECA MORENO;
- GARCIA-HERRANZ, MANUEL
Publication type:
Article
Social Media Monitoring of Discrimination and HIV Testing in Brazil, 2014-2015.
Published in:
AIDS & Behavior, 2017, v. 21, p. 114, doi. 10.1007/s10461-017-1753-2
By:
- Nielsen, René;
- Luengo-Oroz, Miguel;
- Mello, Maeve;
- Paz, Josi;
- Pantin, Colin;
- Erkkola, Taavi
Publication type:
Article
Artificial intelligence-driven mobile interpretation of a semi-quantitative cryptococcal antigen lateral flow assay.
Published in:
IMA Fungus, 2024, v. 15, n. 1, p. 1, doi. 10.1186/s43008-024-00158-5
By:
- Bermejo-Peláez, David;
- Alastruey-Izquierdo, Ana;
- Medina, Narda;
- Capellán-Martín, Daniel;
- Bonilla, Oscar;
- Luengo-Oroz, Miguel;
- Rodríguez-Tudela, Juan Luis
Publication type:
Article
A Smartphone App for Real-Time Assessment of Malaria Prophylaxis Adverse Events.
Published in:
Telemedicine & e-Health, 2024, v. 30, n. 5, p. 1436, doi. 10.1089/tmj.2023.0200
By:
- Rodriguez-Valero, Natalia;
- Ledesma-Carbayo, Maria Jesus;
- Martí-Soler, Helena;
- Cuadrado Sanchez, Daniel;
- Vladimirov, Alexander;
- Camprubí-Ferrer, Daniel;
- Pinazo, Maria Jesus;
- Losada, Irene;
- Almuedo-Riera, Alex;
- Romero, Lucia;
- Roman, Anna;
- Vera, Isabel;
- Roldan-Torralvo, Montserrat;
- Ferrer, Elisabeth;
- de Alba, Teresa;
- Jimenez, Alejandra;
- Gómez-Valverde, Juan Jose;
- Muñoz, Jose;
- Luengo Oroz, Miguel
Publication type:
Article
Operational response simulation tool for epidemics within refugee and IDP settlements: A scenario-based case study of the Cox's Bazar settlement.
Published in:
PLoS Computational Biology, 2021, v. 17, n. 10, p. 1, doi. 10.1371/journal.pcbi.1009360
By:
- Aylett-Bullock, Joseph;
- Cuesta-Lazaro, Carolina;
- Quera-Bofarull, Arnau;
- Katta, Anjali;
- Hoffmann Pham, Katherine;
- Hoover, Benjamin;
- Strobelt, Hendrik;
- Moreno Jimenez, Rebeca;
- Sedgewick, Aidan;
- Samir Evers, Egmond;
- Kennedy, David;
- Harlass, Sandra;
- Gidraf Kahindo Maina, Allen;
- Hussien, Ahmad;
- Luengo-Oroz, Miguel
Publication type:
Article
Crowdsourcing Malaria Parasite Quantification: An Online Game for Analyzing Images of Infected Thick Blood Smears.
Published in:
Journal of Medical Internet Research, 2012, v. 14, n. 6, p. 42, doi. 10.2196/jmir.2338
By:
- Luengo-Oroz, Miguel Angel;
- Arranz, Asier;
- Frean, John
Publication type:
Article
A Digital Framework to Build, Visualize and Analyze a Gene Expression Atlas with Cellular Resolution in Zebrafish Early Embryogenesis.
Published in:
PLoS Computational Biology, 2014, v. 10, n. 6, p. 1, doi. 10.1371/journal.pcbi.1003670
By:
- Castro-González, 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
Publication type:
Article
The International Postal Network and Other Global Flows as Proxies for National Wellbeing.
Published in:
PLoS ONE, 2016, v. 11, n. 6, p. 1, doi. 10.1371/journal.pone.0155976
By:
- Hristova, Desislava;
- Rutherford, Alex;
- Anson, Jose;
- Luengo-Oroz, Miguel;
- Mascolo, Cecilia
Publication type:
Article
Sequences of purchases in credit card data reveal lifestyles in urban populations.
Published in:
Nature Communications, 2018, v. 9, n. 1, p. 1, doi. 10.1038/s41467-018-05690-8
By:
- Di Clemente, Riccardo;
- Luengo-Oroz, Miguel;
- Travizano, Matias;
- Xu, Sharon;
- Vaitla, Bapu;
- González, Marta C.
Publication type:
Article
Remote analysis of sputum smears for mycobacterium tuberculosis quantification using digital crowdsourcing.
Published in:
PLoS ONE, 2022, v. 17, n. 5, p. 1, doi. 10.1371/journal.pone.0268494
By:
- Delgado, Lara García;
- Postigo, María;
- Cuadrado, Daniel;
- Gil-Casanova, Sara;
- Martínez, Álvaro Martínez;
- Linares, María;
- Merino, Paloma;
- Gimo, Manuel;
- Blanco, Silvia;
- Bassat, Quique;
- Santos, Andrés;
- García-Basteiro, Alberto L.;
- Ledesma-Carbayo, María J.;
- Luengo-Oroz, Miguel Á.
Publication type:
Article
Plasmodium species differentiation by non-expert on-line volunteers for remote malaria field diagnosis.
Published in:
Malaria Journal, 2018, v. 17, p. 1, doi. 10.1186/s12936-018-2194-8
By:
- Ortiz-Ruiz, Alejandra;
- Postigo, María;
- Gil-Casanova, Sara;
- Cuadrado, Daniel;
- Bautista, José M.;
- Rubio, José Miguel;
- Luengo-Oroz, Miguel;
- Linares, María
Publication type:
Article
Digital Platform for Automatic Qualitative and Quantitative Reading of a Cryptococcal Antigen Point-of-Care Assay Leveraging Smartphones and Artificial Intelligence.
Published in:
Journal of Fungi, 2023, v. 9, n. 2, p. 217, doi. 10.3390/jof9020217
By:
- Bermejo-Peláez, David;
- Medina, Narda;
- Álamo, Elisa;
- Soto-Debran, Juan Carlos;
- Bonilla, Oscar;
- Luengo-Oroz, Miguel;
- Rodriguez-Tudela, Juan Luis;
- Alastruey-Izquierdo, Ana
Publication type:
Article
Edge Artificial Intelligence (AI) for real-time automatic quantification of filariasis in mobile microscopy.
Published in:
PLoS Neglected Tropical Diseases, 2024, v. 18, n. 4, p. 1, doi. 10.1371/journal.pntd.0012117
By:
- Lin, Lin;
- Dacal, Elena;
- Díez, Nuria;
- Carmona, Claudia;
- Martin Ramirez, Alexandra;
- Barón Argos, Lourdes;
- Bermejo-Peláez, David;
- Caballero, Carla;
- Cuadrado, Daniel;
- Darias-Plasencia, Oscar;
- García-Villena, Jaime;
- Bakarjiev, Alexander;
- Postigo, Maria;
- Recalde-Jaramillo, Ethan;
- Flores-Chavez, Maria;
- Santos, Andrés;
- Ledesma-Carbayo, María Jesús;
- Rubio, José M.;
- Luengo-Oroz, Miguel
Publication type:
Article
Mobile based surveillance platform for detecting Zika virus among Spanish Delegates attending the Rio de Janeiro Olympic Games.
Published in:
PLoS ONE, 2018, v. 13, n. 8, p. 1, doi. 10.1371/journal.pone.0201943
By:
- Rodriguez-Valero, Natalia;
- Luengo Oroz, Miguel;
- Cuadrado Sanchez, Daniel;
- Vladimirov, Alexander;
- Espriu, Marina;
- Vera, Isabel;
- Sanz, Sergi;
- Gonzalez Moreno, Jose Luis;
- Muñoz, Jose;
- Ledesma Carbayo, Maria Jesus
Publication type:
Article
Wavelet-based image fusion in multi-view three-dimensional microscopy.
Published in:
Bioinformatics, 2012, v. 28, n. 2, p. 238, doi. 10.1093/bioinformatics/btr609
By:
- Rubio-Guivernau, Jose L.;
- Gurchenkov, Vasily;
- Luengo-Oroz, Miguel A.;
- Duloquin, Louise;
- Bourgine, Paul;
- Santos, Andres;
- Peyrieras, Nadine;
- Ledesma-Carbayo, Maria J.
Publication type:
Article
Comparing sources of mobility for modelling the epidemic spread of Zika virus in Colombia.
Published in:
PLoS Neglected Tropical Diseases, 2022, v. 16, n. 7, p. 1, doi. 10.1371/journal.pntd.0010565
By:
- Perrotta, Daniela;
- Frias-Martinez, Enrique;
- Pastore y Piontti, Ana;
- Zhang, Qian;
- Luengo-Oroz, Miguel;
- Paolotti, Daniela;
- Tizzoni, Michele;
- Vespignani, Alessandro
Publication type:
Article
Identifying seasonal mobility profiles from anonymized and aggregated mobile phone data. Application in food security.
Published in:
PLoS ONE, 2018, v. 13, n. 4, p. 1, doi. 10.1371/journal.pone.0195714
By:
- Zufiria, Pedro J.;
- Pastor-Escuredo, David;
- Úbeda-Medina, Luis;
- Hernandez-Medina, Miguel A.;
- Barriales-Valbuena, Iker;
- Morales, Alfredo J.;
- Jacques, Damien C.;
- Nkwambi, Wilfred;
- Diop, M. Bamba;
- Quinn, John;
- Hidalgo-Sanchís, Paula;
- Luengo-Oroz, Miguel
Publication type:
Article
Collaborative intelligence and gamification for on-line malaria species differentiation.
Published in:
Malaria Journal, 2019, v. 18, n. 1, p. 1, doi. 10.1186/s12936-019-2662-9
By:
- Linares, María;
- Postigo, María;
- Cuadrado, Daniel;
- Ortiz-Ruiz, Alejandra;
- Gil-Casanova, Sara;
- Vladimirov, Alexander;
- García-Villena, Jaime;
- Nuñez-Escobedo, José María;
- Martínez-López, Joaquín;
- Rubio, José Miguel;
- Ledesma-Carbayo, María Jesús;
- Santos, Andrés;
- Bassat, Quique;
- Luengo-Oroz, Miguel
Publication type:
Article

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