Ortega Sarmiento,Samuel

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Title Issue Date
SVM-based real-time hyperspectral image classifier on a manycore architecture Madroñal, D.; Lazcano, R.; Salvador, R.; Fabelo, H.; Ortega, S. Issued date: 2017 DOI: 10.1016/j.sysarc.2017.08.002 Source: Journal of Systems Architecture[ISSN 1383-7621],v. 80, p. 30-40 SJR: 0,255 - Q3 JCR: 0,913 - Q3 SCIE Artículo
Porting a PCA-based hyperspectral image dimensionality reduction algorithm for brain cancer detection on a manycore architecture Lazcano, R.; Madroñal, D.; Salvador, R.; Desnos, K.; Pelcat, M., et al Issued date: 2017 DOI: 10.1016/j.sysarc.2017.05.001 Source: Journal of Systems Architecture[ISSN 1383-7621],v. 77, p. 101-111 SJR: 0,255 - Q3 JCR: 0,913 - Q3 SCIE Artículo
Parallel K-means clustering for brain cancer detection using hyperspectral images Torti, Emanuele; Florimbi, Giordana; Castelli, Francesca; Ortega, Samuel; Fabelo, Himar Issued date: 2018 DOI: 10.3390/electronics7110283 Source: Electronics (Switzerland) [2079-9292],v. 7 (283) SJR: 0,461 - Q1 JCR: 1,764 - Q3 SCIE Artículo
Accelerating the K-Nearest Neighbors filtering algorithm to optimize the real-time classification of human brain tumor in hyperspectral images Florimbi, Giordana; Fabelo, Himar; Torti, Emanuele; Lazcano, Raquel; Madronal, Daniel, et al Issued date: 2018 DOI: 10.3390/s18072314 Source: Sensors (Switzerland)[ISSN 1424-8220],v. 18 (2314) SJR: 0,592 - Q2 JCR: 3,031 - Q2 SCIE Artículo
Spatio-spectral classification of hyperspectral images for brain cancer detection during surgical operations Fabelo, Himar; Ortega, Samuel; Ravi, Daniele; Kiran, B. Ravi; Sosa, Coralia, et al Issued date: 2018 DOI: 10.1371/journal.pone.0193721 Source: PLoS ONE [ISSN 1932-6203], v. 13(3), e0193721 SJR: 1,1 - Q1 JCR: 2,776 - Q2 SCIE ERIH PLUS Artículo
Detecting brain tumor in pathological slides using hyperspectral imaging Ortega, Samuel; Fabelo, Himar; Camacho, Rafael; De la Luz Plaza, María; Callicó, Gustavo M. Issued date: 2018 DOI: 10.1364/BOE.9.000818 Source: Biomedical Optics Express [ISSN 2156-7085], v. 9(2), 309085, p. 818-831 SJR: 1,516 - Q1 JCR: 3,91 - Q1 SCIE Artículo
SVM optimization for brain tumor identification using infrared spectroscopic samples Fabelo, Himar; Ortega, Samuel; Casselden, Elizabeth; Loh, Jane; Bulstrode, Harry, et al Issued date: 2018 DOI: 10.3390/s18124487 Source: Sensors (Switzerland)[ISSN 1424-8220],v. 18 (4487) SJR: 0,592 - Q2 JCR: 3,031 - Q2 SCIE Artículo
Adaptation of an Iterative PCA to a Manycore Architecture for Hyperspectral Image Processing Lazcano, R.; Madroñal, D.; Fabelo, H.; Ortega, S.; Salvador, R., et al Issued date: 2018 DOI: 10.1007/s11265-018-1380-9 Source: Journal of Signal Processing Systems[ISSN 1939-8018], p. 1-13 SJR: 0,203 - Q3 JCR: 1,035 - Q4 SCIE Artículo
An intraoperative visualization system using hyperspectral imaging to aid in brain tumor delineation Fabelo, Himar; Ortega, Samuel; Lazcano, Raquel; Madroñal, Daniel; Callicó, Gustavo M. Issued date: 2018 DOI: 10.3390/s18020430 Source: Sensors (Switzerland)[ISSN 1424-8220],v. 18 (430) SJR: 0,592 - Q2 JCR: 3,031 - Q2 SCIE Artículo
Acceleration of brain cancer detection algorithms during surgery procedures using GPUs Torti, E.; Fontanella, A.; Florimbi, G.; Leporati, F.; Fabelo, H. Issued date: 2018 DOI: 10.1016/j.micpro.2018.06.005 Source: Microprocessors and Microsystems[ISSN 0141-9331],v. 61, p. 171-178 SJR: 0,264 - Q3 JCR: 1,045 - Q3 SCIE Artículo
Extended Blind End-Member and Abundance Extraction for Biomedical Imaging Applications Campos-Delgado, Daniel U.; Gutierrez-Navarro, Omar; Rico-Jimenez, Jose J.; Duran-Sierra, Elvis; Fabelo Gómez, Himar Antonio Issued date: 2019 DOI: 10.1109/ACCESS.2019.2958985 Source: IEEE Access [ISSN 2169-3536], v. 7, p. 178539 - 178552 SJR: 0,775 - Q1 JCR: 3,745 - Q1 SCIE Artículo
Use of hyperspectral/multispectral imaging in gastroenterology. Shedding some-different-light into the dark Ortega Sarmiento, Samuel; Fabelo, Himar; Iakovidis, Dimitris K.; Koulaouzidis, Anastasios; Callicó, Gustavo M. Issued date: 2019 DOI: 10.3390/jcm8010036 Source: Journal of Clinical Medicine [ISSN 2077-0383], v. 8 (1) SCIE Reseña
Parallel Implementations Assessment of a Spatial-Spectral Classifier for Hyperspectral Clinical Applications Lazcano, Raquel; Madronal, Daniel; Florimbi, Giordana; Sancho, Jaime; Sanchez, Sergio, et al Issued date: 2019 DOI: 10.1109/ACCESS.2019.2938708 Source: IEEE Access [ISSN 2169-3536], v. 7, p. 152316-152333, (2019) SJR: 0,775 - Q1 JCR: 3,745 - Q1 SCIE Artículo
In-Vivo Hyperspectral Human Brain Image Database for Brain Cancer Detection Fabelo Gómez, Himar Antonio; Ortega Sarmiento, Samuel; Zbigniew Szolna,Adam; Bulters, Diederik; Piñeiro, Juan F., et al Issued date: 2019 DOI: 10.1109/ACCESS.2019.2904788 Source: IEEE Access [ISSN 2169-3536], v. 7, p. 39098 - 39116 SJR: 0,775 - Q1 JCR: 3,745 - Q1 SCIE Artículo
Surgical aid visualization system for glioblastoma tumor identification based on deep learning and in-vivo hyperspectral images of human patients Fabelo Gómez, Himar Antonio; Halicek, Martin; Ortega Sarmiento, Samuel; Zbigniew Szolna,Adam; Morera Molina, Jesús Manuel Editor: Linte, Cristian A.; Fei, Baowei Issued date: 2019 DOI: 10.1117/12.2512569 Source: Progress in Biomedical Optics and Imaging - Proceedings of SPIE [ISSN 1605-7422], v. 10951, 1095110 Artículo
Hyperspectral Push-Broom Microscope Development and Characterization Ortega Sarmiento, Samuel; Guerra Hernández, Raúl Celestino; Díaz Martín, María; Fabelo Gómez, Himar Antonio; López Suárez, Sebastián Issued date: 2019 DOI: 10.1109/ACCESS.2019.2937729 Source: IEEE Access [ISSN 2169-3536], v. 7, p. 122473 - 122491 SJR: 0,775 - Q1 JCR: 3,745 - Q1 SCIE Artículo
In-vivo and ex-vivo tissue analysis through hyperspectral imaging techniques: Revealing the invisible features of cancer Halicek, Martin; Fabelo Gómez, Himar Antonio; Ortega Sarmiento, Samuel; Marrero Callicó, Gustavo Iván; Fei, Baowei Issued date: 2019 DOI: 10.3390/cancers11060756 Source: Cancers (Basel) [ISSN 2072-6694], v. 11 (6), p. 756 SJR: 1,938 - Q1 Artículo
Hyperspectral imaging for head and neck cancer detection: specular glare and variance of the tumor margin in surgical specimens Halicek, Martin; Fabelo Gómez, Himar Antonio; Ortega Sarmiento, Samuel; Little, James V.; Wang, Xu, et al Issued date: 2019 DOI: 10.1117/1.JMI.6.3.035004 Source: Journal of Medical Imaging [ISSN 2329-4302], v. 6 (3), 035004 SJR: 0,798 - Q2 ESCI Artículo
Most relevant spectral bands identification for brain cancer detection using hyperspectral imaging Martínez Vega, Beatriz; León Martín, Sonia Raquel; Fabelo Gómez, Himar Antonio; Ortega, Samuel; Piñeiro, Juan F., et al Issued date: 2019 DOI: 10.3390/s19245481 Source: Sensors [1424-8220], v. 19 (24), artículo 5481 SJR: 0,653 - Q1 JCR: 3,275 - Q2 SCIE Artículo
Deep learning-based framework for In Vivo identification of glioblastoma tumor using hyperspectral images of human brain Fabelo Gómez, Himar Antonio; Halicek, Martin; Ortega Sarmiento, Samuel; Shahedi, Maysam; Zbigniew Szolna,Adam Issued date: 2019 DOI: 10.3390/s19040920 Source: Sensors [ISSN 1424-8220], v. 19 (4), artículo 920 SJR: 0,653 - Q1 JCR: 3,275 - Q2 SCIE Artículo