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Hyperspectral imaging benchmark based on machine learning for intraoperative brain tumour detection.
NPJ Precis Oncol. 2023 Nov 14;7(1):119. doi: 10.1038/s41698-023-00475-9.
NPJ Precis Oncol. 2023.
PMID: 37964078
Free PMC article.
Blur-specific image quality assessment of microscopic hyperspectral images.
Quintana-Quintana L, Ortega S, Fabelo H, Balea-Fernández FJ, Callico GM.
Quintana-Quintana L, et al. Among authors: balea fernandez fj.
Opt Express. 2023 Apr 10;31(8):12261-12279. doi: 10.1364/OE.476949.
Opt Express. 2023.
PMID: 37157389
Free article.
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Evaluation of Preprocessing Methods on Independent Medical Hyperspectral Databases to Improve Analysis.
Martinez-Vega B, Tkachenko M, Matkabi M, Ortega S, Fabelo H, Balea-Fernandez F, La Salvia M, Torti E, Leporati F, Callico GM, Chalopin C.
Martinez-Vega B, et al. Among authors: balea fernandez f.
Sensors (Basel). 2022 Nov 18;22(22):8917. doi: 10.3390/s22228917.
Sensors (Basel). 2022.
PMID: 36433516
Free PMC article.
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Neural Networks-Based On-Site Dermatologic Diagnosis through Hyperspectral Epidermal Images.
La Salvia M, Torti E, Leon R, Fabelo H, Ortega S, Balea-Fernandez F, Martinez-Vega B, Castaño I, Almeida P, Carretero G, Hernandez JA, Callico GM, Leporati F.
La Salvia M, et al. Among authors: balea fernandez f.
Sensors (Basel). 2022 Sep 21;22(19):7139. doi: 10.3390/s22197139.
Sensors (Basel). 2022.
PMID: 36236240
Free PMC article.
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Synthetic Patient Data Generation and Evaluation in Disease Prediction Using Small and Imbalanced Datasets.
Rodriguez-Almeida AJ, Fabelo H, Ortega S, Deniz A, Balea-Fernandez FJ, Quevedo E, Soguero-Ruiz C, Wagner AM, Callico GM.
Rodriguez-Almeida AJ, et al. Among authors: balea fernandez fj.
IEEE J Biomed Health Inform. 2023 Jun;27(6):2670-2680. doi: 10.1109/JBHI.2022.3196697. Epub 2023 Jun 5.
IEEE J Biomed Health Inform. 2023.
PMID: 35930509
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Analysis of Risk Factors in Dementia Through Machine Learning.
Balea-Fernandez FJ, Martinez-Vega B, Ortega S, Fabelo H, Leon R, Callico GM, Bibao-Sieyro C.
Balea-Fernandez FJ, et al.
J Alzheimers Dis. 2021;79(2):845-861. doi: 10.3233/JAD-200955.
J Alzheimers Dis. 2021.
PMID: 33361594
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