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Employment (2)

Spotlab: Madrid, ES

2020-03-01 to present | Machine Learning Scientist
Employment
Source: Self-asserted source
David Bermejo-Pelaez

Universidad Politécnica de Madrid: Madrid, ES

2015-01-01 to present (Biomedical Image Technologies, ETSI Telecomunicación)
Employment
Source: Self-asserted source
David Bermejo-Pelaez

Works (9)

Digital Platform for Automatic Qualitative and Quantitative Reading of a Cryptococcal Antigen Point-of-Care Assay Leveraging Smartphones and Artificial Intelligence

Journal of Fungi
2023-02 | Journal article | Author
Contributors: David Bermejo-Pelaez; Narda G. Medina Samayoa; Elisa Álamo; Juan Carlos Soto-Debran; Oscar Bonilla; Miguel Luengo-Oroz; Juan Luis Rodriguez-Tudela; Ana Alastruey-Izquierdo
Source: check_circle
Multidisciplinary Digital Publishing Institute

3D-Printed Portable Robotic Mobile Microscope for Remote Diagnosis of Global Health Diseases

Electronics
2021-10 | Journal article | Author
Contributors: Jaime García-Villena; Jose Emilio Torres; Carlos Aguilar; Lin Lin; David Bermejo-Pelaez; Elena Dacal; Adriana Mousa; María del Pilar Ortega; Alvaro Martínez; Alexander Vladimirov et al.
Source: check_circle
Multidisciplinary Digital Publishing Institute

Classification of Interstitial Lung Abnormality Patterns with an Ensemble of Deep Convolutional Neural Networks

Scientific Reports
2020 | Journal article
EID:

2-s2.0-85077940885

Part of ISBN:

20452322

Contributors: Bermejo-Peláez, D.; Ash, S.Y.; Washko, G.R.; San José Estépar, R.; Ledesma-Carbayo, M.J.
Source: Self-asserted source
David Bermejo-Pelaez via Scopus - Elsevier

A graph-cut approach for pulmonary artery-vein segmentation in noncontrast CT images

Medical Image Analysis
2019 | Journal article
EID:

2-s2.0-85058616895

Part of ISBN:

13618423 13618415

Contributors: Jimenez-Carretero, D.; Bermejo-Peláez, D.; Nardelli, P.; Fraga, P.; Fraile, E.; San José Estépar, R.; Ledesma-Carbayo, M.J.
Source: Self-asserted source
David Bermejo-Pelaez via Scopus - Elsevier

A SR-NET 3D-to-2D architecture for paraseptal emphysema segmentation

Proceedings - International Symposium on Biomedical Imaging
2019 | Conference paper
EID:

2-s2.0-85073910358

Part of ISBN:

19458452 19457928

Contributors: Bermejo-Pelaez, D.; Okajima, Y.; Washko, G.R.; Ledesma-Carbayo, M.J.; Estepar, R.S.J.
Source: Self-asserted source
David Bermejo-Pelaez via Scopus - Elsevier

Emphysema classification using a multi-view convolutional network

Proceedings - International Symposium on Biomedical Imaging
2018 | Conference paper
EID:

2-s2.0-85048087550

Part of ISBN:

19458452 19457928

Contributors: Bermejo-Pelaez, D.; Estepar, R.S.J.; Ledesma-Carbayo, M.J.
Source: Self-asserted source
David Bermejo-Pelaez via Scopus - Elsevier

Pulmonary Artery-Vein Classification in CT Images Using Deep Learning

IEEE Transactions on Medical Imaging
2018 | Journal article
EID:

2-s2.0-85046412332

Part of ISBN:

1558254X 02780062

Contributors: Nardelli, P.; Jimenez-Carretero, D.; Bermejo-Pelaez, D.; Washko, G.R.; Rahaghi, F.N.; Ledesma-Carbayo, M.J.; San Jose Estepar, R.
Source: Self-asserted source
David Bermejo-Pelaez via Scopus - Elsevier

Deep-learning strategy for pulmonary artery-vein classification of non-contrast CT images

Proceedings - International Symposium on Biomedical Imaging
2017 | Conference paper
EID:

2-s2.0-85023167889

Part of ISBN:

19458452 19457928

Contributors: Nardelli, P.; Jimenez-Carretero, D.; Bermejo-Pelaez, D.; Ledesma-Carbayo, M.J.; Rahaghi, F.N.; Estepar, R.S.J.
Source: Self-asserted source
David Bermejo-Pelaez via Scopus - Elsevier

Emphysema detection and classification using a multi-scale deep convolutional network

International Journal of Computer Assisted Radiology and Surgery
2017-06 | Conference abstract
Part of ISSN: 1861-6410
Part of ISSN: 1861-6429
Source: Self-asserted source
David Bermejo-Pelaez