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

Autori: Luisa F. Sánchez-Peralta, Artzai Picón, Francisco M. Sánchez-Margallo, J. Blas Pagador
Pubblicato in: International Journal of Computer Assisted Radiology and Surgery, Numero 15/12, 2020, Pagina/e 1975-1988, ISSN 1861-6410
Editore: Springer Verlag
DOI: 10.1007/s11548-020-02262-4

Eigenloss: Combined PCA-Based Loss Function for Polyp Segmentation

Autori: Luisa F. Sánchez-Peralta, Artzai Picón, Juan Antonio Antequera-Barroso, Juan Francisco Ortega-Morán, Francisco M. Sánchez-Margallo, J. Blas Pagador
Pubblicato in: Mathematics, Numero 8/8, 2020, Pagina/e 1316, ISSN 2227-7390
Editore: Mathematics
DOI: 10.3390/math8081316

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

Autori: 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
Pubblicato in: Applied Sciences, Numero 10/23, 2020, Pagina/e 8501, ISSN 2076-3417
Editore: 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

Autori: Artzai Picon, Alfonso Medela
Pubblicato in: Journal of Pathology Informatics, Numero 11/1, 2020, Pagina/e 38, ISSN 2153-3539
Editore: J Pathol Inform
DOI: 10.4103/jpi.jpi_41_20

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

Autori: Ben Glover, Julian Teare, Nisha Patel
Pubblicato in: Clinical and Translational Gastroenterology, Numero 11/3, 2020, Pagina/e e00130, ISSN 2155-384X
Editore: Nature Publishing Group
DOI: 10.14309/ctg.0000000000000130

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

Autori: Luisa F. Sánchez-Peralta, Luis Bote-Curiel, Artzai Picón, Francisco M. Sánchez-Margallo, J. Blas Pagador
Pubblicato in: Artificial Intelligence in Medicine, Numero 108, 2020, Pagina/e 101923, ISSN 0933-3657
Editore: Elsevier BV
DOI: 10.1016/j.artmed.2020.101923

Unravelling the effect of data augmentation transformations in polyp segmentation

Autori: Sánchez Peralta L.F.; Picón A.; Sánchez Margallo F.M.; Pagador J.B
Pubblicato in: 34th International Congress and Exhibition Computer Assisted Surgery and Radiology (CARS2020), Numero 15, 2020
Editore: Springer Nature

Linear sweep of telecoms laser for OCT applications,

Autori: Reyes, C. and Roycroft, B.
Pubblicato in: Photonics Ireland, 2018
Editore: Photonics Irel.

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

Autori: Sanchez-Peralta, L., Sanchez-Margallo, F., Bote-Chacón, J., Soria Gálvez, F., L. Saratxaga, C., Picon, A. and Blas Pagador, J.
Pubblicato in: XXIII Congr. Spanish Assoc. Surg. Res, 2017
Editore: Congr. Spanish Assoc. Surg. Res

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

Autori: Ortega-Morán J.F., Bote J., Pagador B., López-Lozano M.R., Soria F., González-Sánchez J., Sánchez-Margallo F.M
Pubblicato in: International Society for Medical Innovation and Technology (iSMIT), 2019
Editore: iSMIT

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

Autori: Alfonso Medela, Artzai Picon, Cristina L. Saratxaga, Oihana Belar, Virginia Cabezon, Riccardo Cicchi, Roberto Bilbao, Ben Glover
Pubblicato in: 2019 IEEE 16th International Symposium on Biomedical Imaging (ISBI 2019), 2019, Pagina/e 1860-1864, ISBN 978-1-5386-3641-1
Editore: IEEE
DOI: 10.1109/isbi.2019.8759182

Automated heterodyne method to characterize semiconductor based akinetic swept laser sources

Autori: Carlos Reyes, Tomasz Piwonski, Brian Corbett, Brendan Roycroft
Pubblicato in: Optical Coherence Imaging Techniques and Imaging in Scattering Media III, 2019, Pagina/e 32, ISBN 9781-510628502
Editore: SPIE
DOI: 10.1117/12.2526376

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

Autori: 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.
Pubblicato in: 25th Int. Congr. E.A.E.S., 2017
Editore: EAES

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

Autori: 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.
Pubblicato in: XXXVI Annu. Congr. Spanish Soc. Biomed. Eng, 2018
Editore: CASEIB

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

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

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