Acceleration of brain cancer detection algorithms during surgery procedures using GPUs
Torti, E., Fontanella, A., Florimbi, G., Leporati, F., Fabelo, H., Ortega, S., Callico, G.M.
Published in Microprocessors and microsystems (01.09.2018)
Published in Microprocessors and microsystems (01.09.2018)
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Journal Article
Adaptation of an Iterative PCA to a Manycore Architecture for Hyperspectral Image Processing
Lazcano, R., Madroñal, D., Fabelo, H., Ortega, S., Salvador, R., Callico, G. M., Juarez, E., Sanz, C.
Published in Journal of signal processing systems (15.07.2019)
Published in Journal of signal processing systems (15.07.2019)
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Journal Article
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, Himar, Ortega, Samuel, Callico, Gustavo, Jo, Javier A.
Published in IEEE access (2019)
Published in IEEE access (2019)
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Journal Article
Hyperspectral database of pathological in-vitro human brain samples to detect carcinogenic tissues
Ortega, S., Callico, G. M., Plaza, M. L., Camacho, R., Fabelo, H., Sarmiento, R.
Published in 2016 IEEE 13th International Symposium on Biomedical Imaging (ISBI) (01.04.2016)
Published in 2016 IEEE 13th International Symposium on Biomedical Imaging (ISBI) (01.04.2016)
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Conference Proceeding
Journal Article
Intra-operative hyperspectral imaging for brain tumour detection and delineation: Current progress on the HELICoid project
Kabwama, S, Bulters, D, Bulstrode, H, Fabelo, H, Ortega, S, Callico, G.M, Stanciulescu, B, Kiran, R, Ravi, D, Szolna, A, Piñeiro, J.F
Published in International journal of surgery (London, England) (01.12.2016)
Published in International journal of surgery (London, England) (01.12.2016)
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Journal Article
Hyperspectral Imaging for Glioblastoma Surgery: Improving Tumor Identification Using a Deep Spectral-Spatial Approach
Manni, Francesca, van der Sommen, Fons, Fabelo, Himar, Zinger, Svitlana, Shan, Caifeng, Edström, Erik, Elmi-Terander, Adrian, Ortega, Samuel, Marrero Callicó, Gustavo, de With, Peter H N
Published in Sensors (Basel, Switzerland) (05.12.2020)
Published in Sensors (Basel, Switzerland) (05.12.2020)
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Journal Article
Hyperspectral imaging for the detection of glioblastoma tumor cells in H&E slides using convolution neural networks
Ortega, S, Halicek, M, Fabelo, H, Camacho, R.S, Plaza, M.L, Godtliebsen, Fred, Callico, G. M, Fei, Baowei
Published in Sensors (Basel, Switzerland) (2020)
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Published in Sensors (Basel, Switzerland) (2020)
Journal Article
SVM-based real-time hyperspectral image classifier on a manycore architecture
Madroñal, D., Lazcano, R., Salvador, R., Fabelo, H., Ortega, S., Callico, G.M., Juarez, E., Sanz, C.
Published in Journal of systems architecture (01.10.2017)
Published in Journal of systems architecture (01.10.2017)
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Journal Article
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., Guerra, R., Fabelo, H., Ortega, S., Lopez, S., Callico, G.M., Juarez, E., Sanz, C.
Published in Journal of systems architecture (01.06.2017)
Published in Journal of systems architecture (01.06.2017)
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Journal Article
P04.20 Hyperspectral imaging for brain tumour identification and boundaries delineation in real-time during neurosurgical operations
Piñeiro, J. F., Bulters, D., Ortega, S., Fabelo, H., Kabwama, S., Sosa, C., Bishop, S., Martínez-González, A., Szolna, A., Callico, G. M.
Published in Neuro-oncology (Charlottesville, Va.) (01.05.2017)
Published in Neuro-oncology (Charlottesville, Va.) (01.05.2017)
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Journal Article
P03.18 Detection of human brain cancer in pathological slides using hyperspectral images
Ortega, S., Fabelo, H., Camacho, R., Plaza, M. L., Callico, G. M., Lazcano, R., Madroñal, D., Salvador, R., Juárez, E., Sarmiento, R.
Published in Neuro-oncology (Charlottesville, Va.) (01.05.2017)
Published in Neuro-oncology (Charlottesville, Va.) (01.05.2017)
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Journal Article
Spatio-spectral classification of hyperspectral images for brain cancer detection during surgical operations
Fabelo, H, Ortega, S, Ravi, D, Kiran, B R, Sosa, C, Bulters, D, Callico, G M, Bulstrode, H, Szolna, A, Pineiro, J F, Kabwama, S, Madronal, D, Lazcano, R, OShanahan, A J, Bisshopp, S, Hernandez, M, Baez-Quevedo, A, Yang, G Z, Stanciulescu, B, Salvador, R, Juarez, E, Sarmiento, R
Published in arXiv.org (11.02.2024)
Published in arXiv.org (11.02.2024)
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Paper
Journal Article
In-Vivo Hyperspectral Human Brain Image Database for Brain Cancer Detection
Fabelo, H, Ortega, S, Szolna, A, Bulters, D, Pineiro, J F, Kabwama, S, Shanahan, A, Bulstrode, H, Bisshopp, S, Kiran, B R, Ravi, D, Lazcano, R, Madronal, D, Sosa, C, Espino, C, Marquez, M, M De la Luz Plaza, Camacho, R, Carrera, D, Hernandez, M, Callico, G M, Morera, J, Stanciulescu, B, Yang, G Z, Salvador, R, Juarez, E, Sanz, C, Sarmiento, R
Published in arXiv.org (16.02.2024)
Published in arXiv.org (16.02.2024)
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Paper
Journal Article
High-level design using Intel FPGA OpenCL: A hyperspectral imaging spatial-spectral classifier
Domingo, R., Salvador, R., Fabelo, H., Madronal, D., Ortega, S., Lazcano, R., Juarez, E., Callico, G., Sanz, C.
Published in 2017 12th International Symposium on Reconfigurable Communication-centric Systems-on-Chip (ReCoSoC) (01.07.2017)
Published in 2017 12th International Symposium on Reconfigurable Communication-centric Systems-on-Chip (ReCoSoC) (01.07.2017)
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Conference Proceeding
Energy consumption characterization of a Massively Parallel Processor Array (MPPA) platform running a hyperspectral SVM classifier
Madronal, D., Lazcano, R., Fabelo, H., Ortega, S., Salvador, R., Callico, G. M., Juarez, E., Sanz, C.
Published in 2017 Conference on Design and Architectures for Signal and Image Processing (DASIP) (01.09.2017)
Published in 2017 Conference on Design and Architectures for Signal and Image Processing (DASIP) (01.09.2017)
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Conference Proceeding
Parallel implementation of an iterative PCA algorithm for hyperspectral images on a manycore platform
Lazcano, R., Madronal, D., Fabelo, H., Ortega, S., Salvador, R., Callico, G. M., Juarez, E., Sanz, C.
Published in 2017 Conference on Design and Architectures for Signal and Image Processing (DASIP) (01.09.2017)
Published in 2017 Conference on Design and Architectures for Signal and Image Processing (DASIP) (01.09.2017)
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Conference Proceeding
Hyperspectral image classification using a parallel implementation of the linear SVM on a Massively Parallel Processor Array (MPPA) platform
Madronal, D., Lazcano, R., Fabelo, H., Ortega, S., Callico, G. M., Juarez, E., Sanz, C.
Published in 2016 Conference on Design and Architectures for Signal and Image Processing (DASIP) (01.10.2016)
Published in 2016 Conference on Design and Architectures for Signal and Image Processing (DASIP) (01.10.2016)
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Conference Proceeding
Demo: HELICoiD tool demonstrator for real-time brain cancer detection
Salvador, R., Fabelo, H., Lazcano, R., Ortega, S., Madronal, D., Callico, G. M., Juarez, E., Sanz, C.
Published in 2016 Conference on Design and Architectures for Signal and Image Processing (DASIP) (01.10.2016)
Published in 2016 Conference on Design and Architectures for Signal and Image Processing (DASIP) (01.10.2016)
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Conference Proceeding
The HELICoiD Project: Parallel SVM for Brain Cancer Classification
Torti, Emanuele, Cividini, Camilla, Gatti, Alessandro, Danese, Giovanni, Leporati, Francesco, Fabelo, Himar, Ortega, Samuel, Marrero Callico, Gustavo
Published in 2017 Euromicro Conference on Digital System Design (DSD) (01.08.2017)
Published in 2017 Euromicro Conference on Digital System Design (DSD) (01.08.2017)
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Conference Proceeding