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Performance Evaluation of Deep Learning-Based Prostate Cancer Screening Methods in Histopathological Images: Measuring the Impact of the Model's Complexity on Its Processing Speed.
Sensors (Basel). 2021 Feb 5;21(4):1122. doi: 10.3390/s21041122.
Sensors (Basel). 2021.
PMID: 33562753
Free PMC article.
Deep Neural Networks for the Recognition and Classification of Heart Murmurs Using Neuromorphic Auditory Sensors.
Dominguez-Morales JP, Jimenez-Fernandez AF, Dominguez-Morales MJ, Jimenez-Moreno G.
Dominguez-Morales JP, et al.
IEEE Trans Biomed Circuits Syst. 2018 Feb;12(1):24-34. doi: 10.1109/TBCAS.2017.2751545. Epub 2017 Sep 22.
IEEE Trans Biomed Circuits Syst. 2018.
PMID: 28952948
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Wildlife Monitoring on the Edge: A Performance Evaluation of Embedded Neural Networks on Microcontrollers for Animal Behavior Classification.
Dominguez-Morales JP, Duran-Lopez L, Gutierrez-Galan D, Rios-Navarro A, Linares-Barranco A, Jimenez-Fernandez A.
Dominguez-Morales JP, et al.
Sensors (Basel). 2021 Apr 23;21(9):2975. doi: 10.3390/s21092975.
Sensors (Basel). 2021.
PMID: 33922753
Free PMC article.
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Wide & Deep neural network model for patch aggregation in CNN-based prostate cancer detection systems.
Duran-Lopez L, Dominguez-Morales JP, Gutierrez-Galan D, Rios-Navarro A, Jimenez-Fernandez A, Vicente-Diaz S, Linares-Barranco A.
Duran-Lopez L, et al. Among authors: dominguez morales jp.
Comput Biol Med. 2021 Sep;136:104743. doi: 10.1016/j.compbiomed.2021.104743. Epub 2021 Aug 14.
Comput Biol Med. 2021.
PMID: 34426172
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An Event-Based Digital Time Difference Encoder Model Implementation for Neuromorphic Systems.
Gutierrez-Galan D, Schoepe T, Dominguez-Morales JP, Jimenez-Fernandez A, Chicca E, Linares-Barranco A.
Gutierrez-Galan D, et al. Among authors: dominguez morales jp.
IEEE Trans Neural Netw Learn Syst. 2022 May;33(5):1959-1973. doi: 10.1109/TNNLS.2021.3108047. Epub 2022 May 2.
IEEE Trans Neural Netw Learn Syst. 2022.
PMID: 34495850
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Prediction of melanoma Breslow thickness using deep transfer learning algorithms.
Hernández-Rodríguez JC, Durán-López L, Domínguez-Morales JP, Ortiz-Álvarez J, Conejo-Mir J, Pereyra-Rodriguez JJ.
Hernández-Rodríguez JC, et al. Among authors: dominguez morales jp.
Clin Exp Dermatol. 2023 Jul 7;48(7):752-758. doi: 10.1093/ced/llad107.
Clin Exp Dermatol. 2023.
PMID: 36970775
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A comparative study of the inter-observer variability on Gleason grading against Deep Learning-based approaches for prostate cancer.
Marrón-Esquivel JM, Duran-Lopez L, Linares-Barranco A, Dominguez-Morales JP.
Marrón-Esquivel JM, et al. Among authors: dominguez morales jp.
Comput Biol Med. 2023 Jun;159:106856. doi: 10.1016/j.compbiomed.2023.106856. Epub 2023 Apr 6.
Comput Biol Med. 2023.
PMID: 37075600
Free article.
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Editorial: Emerging talents in neuromorphic engineering.
Rostro-Gonzalez H, Dominguez-Morales JP, Girau B, Perez-Peña F.
Rostro-Gonzalez H, et al. Among authors: dominguez morales jp.
Front Neurosci. 2024 Feb 28;18:1386712. doi: 10.3389/fnins.2024.1386712. eCollection 2024.
Front Neurosci. 2024.
PMID: 38482144
Free PMC article.
No abstract available.
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