Multimodal highly-sensitive PhotonICs endoscope for improved in-vivo COLOn Cancer diagnosis and clinical decision support

Autores: Luisa F. Sánchez-Peralta, Artzai Picón, Francisco M. Sánchez-Margallo, J. Blas Pagador
Publicado en: International Journal of Computer Assisted Radiology and Surgery, Edición 15/12, 2020, Página(s) 1975-1988, ISSN 1861-6410
Editor: Springer Verlag
DOI: 10.1007/s11548-020-02262-4

Eigenloss: Combined PCA-Based Loss Function for Polyp Segmentation

Autores: Luisa F. Sánchez-Peralta, Artzai Picón, Juan Antonio Antequera-Barroso, Juan Francisco Ortega-Morán, Francisco M. Sánchez-Margallo, J. Blas Pagador
Publicado en: Mathematics, Edición 8/8, 2020, Página(s) 1316, ISSN 2227-7390
Editor: Mathematics
DOI: 10.3390/math8081316

PICCOLO White-Light and Narrow-Band Imaging Colonoscopic Dataset: A Performance Comparative of Models and Datasets

Autores: Luisa F. Sánchez-Peralta, J. Blas Pagador, Artzai Picón, Ángel José Calderón, Francisco Polo, Nagore Andraka, Roberto Bilbao, Ben Glover, Cristina L. Saratxaga, Francisco M. Sánchez-Margallo
Publicado en: Applied Sciences, Edición 10/23, 2020, Página(s) 8501, ISSN 2076-3417
Editor: Special Issue Deep Learning Applied to Image Processing
DOI: 10.3390/app10238501

Constellation loss: Improving the efficiency of deep metric learning loss functions for the optimal embedding of histopathological images

Autores: Artzai Picon, Alfonso Medela
Publicado en: Journal of Pathology Informatics, Edición 11/1, 2020, Página(s) 38, ISSN 2153-3539
Editor: J Pathol Inform
DOI: 10.4103/jpi.jpi_41_20

The Status of Advanced Imaging Techniques for Optical Biopsy of Colonic Polyps

Autores: Ben Glover, Julian Teare, Nisha Patel
Publicado en: Clinical and Translational Gastroenterology, Edición 11/3, 2020, Página(s) e00130, ISSN 2155-384X
Editor: Nature Publishing Group
DOI: 10.14309/ctg.0000000000000130

Deep learning to find colorectal polyps in colonoscopy: A systematic literature review

Autores: Luisa F. Sánchez-Peralta, Luis Bote-Curiel, Artzai Picón, Francisco M. Sánchez-Margallo, J. Blas Pagador
Publicado en: Artificial Intelligence in Medicine, Edición 108, 2020, Página(s) 101923, ISSN 0933-3657
Editor: Elsevier BV
DOI: 10.1016/j.artmed.2020.101923

Unravelling the effect of data augmentation transformations in polyp segmentation

Autores: Sánchez Peralta L.F.; Picón A.; Sánchez Margallo F.M.; Pagador J.B
Publicado en: 34th International Congress and Exhibition Computer Assisted Surgery and Radiology (CARS2020), Edición 15, 2020
Editor: Springer Nature

Linear sweep of telecoms laser for OCT applications,

Autores: Reyes, C. and Roycroft, B.
Publicado en: Photonics Ireland, 2018
Editor: Photonics Irel.

Is it necessary to improve the colorectal polyps databases for detection CAD systems based on deep learning

Autores: Sanchez-Peralta, L., Sanchez-Margallo, F., Bote-Chacón, J., Soria Gálvez, F., L. Saratxaga, C., Picon, A. and Blas Pagador, J.
Publicado en: XXIII Congr. Spanish Assoc. Surg. Res, 2017
Editor: Congr. Spanish Assoc. Surg. Res

Gastroenterologists’ perceptions about a new multimodal photonics endoscope for in-vivo colorectal cancer diagnosis

Autores: Ortega-Morán J.F., Bote J., Pagador B., López-Lozano M.R., Soria F., González-Sánchez J., Sánchez-Margallo F.M
Publicado en: International Society for Medical Innovation and Technology (iSMIT), 2019
Editor: iSMIT

Few Shot Learning in Histopathological Images:Reducing the Need of Labeled Data on Biological Datasets

Autores: Alfonso Medela, Artzai Picon, Cristina L. Saratxaga, Oihana Belar, Virginia Cabezon, Riccardo Cicchi, Roberto Bilbao, Ben Glover
Publicado en: 2019 IEEE 16th International Symposium on Biomedical Imaging (ISBI 2019), 2019, Página(s) 1860-1864, ISBN 978-1-5386-3641-1
Editor: IEEE
DOI: 10.1109/isbi.2019.8759182

Automated heterodyne method to characterize semiconductor based akinetic swept laser sources

Autores: Carlos Reyes, Tomasz Piwonski, Brian Corbett, Brendan Roycroft
Publicado en: Optical Coherence Imaging Techniques and Imaging in Scattering Media III, 2019, Página(s) 32, ISBN 9781-510628502
Editor: SPIE
DOI: 10.1117/12.2526376

Multimodal photonic endoscope to improve in vivo colon cancer diagnosis and clinical decision support,

Autores: Sanchez-Margallo, F., Ortega-Moran, J., L. Saratxaga, C., Solleder, P., Alfieri, D., Roycroft, B., Bain, J., Pavone, F., Cicchi, R., Teare, J., Polo, F., Arbide, N., Velasco, J. and Picon, A.
Publicado en: 25th Int. Congr. E.A.E.S., 2017
Editor: EAES

Innovative multiphotonic endoscope to address technological challenges in current colonoscopy procedure,

Autores: Bote-Curiel, L., Ortega-Moran, J., Pagador, J., Sanchez-Margallo, F., Glover, B., Teare, J., Polo, F., Arbide, N., L. Saratxaga, C., Solleder, P., Alfieri, D., di Noia, F., Roycroft, B., Bain, J., Cicchi, R., Pavone, F. and Picon, A.
Publicado en: XXXVI Annu. Congr. Spanish Soc. Biomed. Eng, 2018
Editor: CASEIB

Do gastroenterologists fully rely on new photonics technologies for the diagnosis of colorectal cancer?

Autores: Ortega-Morán J.F., Bote J., Pagador B., López-Lozano M.R., Soria F., González-Sánchez J., Sánchez-Margallo F.M.
Publicado en: XXVth Congress of the Spanish Society for Surgical Research (SEIQ), 2019
Editor: SEIQ

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