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Mobile microscopy and telemedicine platform assisted by deep learning for the quantification of Trichuris trichiura infection.
Dacal E, Bermejo-Peláez D, Lin L, Álamo E, Cuadrado D, Martínez Á, Mousa A, Postigo M, Soto A, Sukosd E, Vladimirov A, Mwandawiro C, Gichuki P, Williams NA, Muñoz J, Kepha S, Luengo-Oroz M. Dacal E, et al. Among authors: bermejo pelaez d. PLoS Negl Trop Dis. 2021 Sep 7;15(9):e0009677. doi: 10.1371/journal.pntd.0009677. eCollection 2021 Sep. PLoS Negl Trop Dis. 2021. PMID: 34492039 Free PMC article.
A Smartphone-Based Platform Assisted by Artificial Intelligence for Reading and Reporting Rapid Diagnostic Tests: Evaluation Study in SARS-CoV-2 Lateral Flow Immunoassays.
Bermejo-Peláez D, Marcos-Mencía D, Álamo E, Pérez-Panizo N, Mousa A, Dacal E, Lin L, Vladimirov A, Cuadrado D, Mateos-Nozal J, Galán JC, Romero-Hernandez B, Cantón R, Luengo-Oroz M, Rodriguez-Dominguez M. Bermejo-Peláez D, et al. JMIR Public Health Surveill. 2022 Dec 30;8(12):e38533. doi: 10.2196/38533. JMIR Public Health Surveill. 2022. PMID: 36265136 Free PMC article.
Deep learning-based lesion subtyping and prediction of clinical outcomes in COVID-19 pneumonia using chest CT.
Bermejo-Peláez D, San José Estépar R, Fernández-Velilla M, Palacios Miras C, Gallardo Madueño G, Benegas M, Gotera Rivera C, Cuerpo S, Luengo-Oroz M, Sellarés J, Sánchez M, Bastarrika G, Peces Barba G, Seijo LM, Ledesma-Carbayo MJ. Bermejo-Peláez D, et al. Sci Rep. 2022 Jun 7;12(1):9387. doi: 10.1038/s41598-022-13298-8. Sci Rep. 2022. PMID: 35672437 Free PMC article.
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. Lin L, et al. Among authors: bermejo pelaez d. Annu Int Conf IEEE Eng Med Biol Soc. 2021 Nov;2021:3344-3348. doi: 10.1109/EMBC46164.2021.9630868. Annu Int Conf IEEE Eng Med Biol Soc. 2021. PMID: 34891956
EMPHYSEMA CLASSIFICATION USING A MULTI-VIEW CONVOLUTIONAL NETWORK.
Bermejo-Peláez D, San José Estépar R, Ledesma-Carbayo MJ. Bermejo-Peláez D, et al. Proc IEEE Int Symp Biomed Imaging. 2018 Apr;2018:519-522. doi: 10.1109/isbi.2018.8363629. Epub 2018 May 24. Proc IEEE Int Symp Biomed Imaging. 2018. PMID: 32454948 Free PMC article.
A SR-NET 3D-TO-2D ARCHITECTURE FOR PARASEPTAL EMPHYSEMA SEGMENTATION.
Bermejo-Peláez D, Okajima Y, Washko GR, Ledesma-Carbayo MJ, San José Estépar R. Bermejo-Peláez D, et al. Proc IEEE Int Symp Biomed Imaging. 2019 Apr;2019:303-306. doi: 10.1109/isbi.2019.8759184. Epub 2019 Jul 11. Proc IEEE Int Symp Biomed Imaging. 2019. PMID: 32461782 Free PMC article.
Pulmonary Artery-Vein Classification in CT Images Using Deep Learning.
Nardelli P, Jimenez-Carretero D, Bermejo-Pelaez D, Washko GR, Rahaghi FN, Ledesma-Carbayo MJ, San Jose Estepar R. Nardelli P, et al. IEEE Trans Med Imaging. 2018 Nov;37(11):2428-2440. doi: 10.1109/TMI.2018.2833385. Epub 2018 May 4. IEEE Trans Med Imaging. 2018. PMID: 29993996 Free PMC article.
Edge Artificial Intelligence (AI) for real-time automatic quantification of filariasis in mobile microscopy.
Lin L, Dacal E, Díez N, Carmona C, Martin Ramirez A, Barón Argos L, Bermejo-Peláez D, Caballero C, Cuadrado D, Darias-Plasencia O, García-Villena J, Bakardjiev A, Postigo M, Recalde-Jaramillo E, Flores-Chavez M, Santos A, Ledesma-Carbayo MJ, Rubio JM, Luengo-Oroz M. Lin L, et al. Among authors: bermejo pelaez d. PLoS Negl Trop Dis. 2024 Apr 17;18(4):e0012117. doi: 10.1371/journal.pntd.0012117. eCollection 2024 Apr. PLoS Negl Trop Dis. 2024. PMID: 38630833 Free PMC article.
13 results