Deliverables Websites, patent fillings, videos etc. (4) Website, templates and social media Delivery Date M3 Promotional material Intermediate version will be made on M6 Report on the Training session and clinical workshops v1 First version Final version for promotional material Final version Documents, reports (4) Ethical use of data in health databases v1 First version Report on the Training session and clinical workshops v2 FinaL version Ethical use of data in health databases v2 Final version Public Final Report: Final progress report (technical and financial) Delivery Date M45 Publications Peer reviewed articles (6) Unravelling the effect of data augmentation transformations in polyp segmentation Author(s): Luisa F. Sánchez-Peralta, Artzai Picón, Francisco M. Sánchez-Margallo, J. Blas Pagador Published in: International Journal of Computer Assisted Radiology and Surgery, Issue 15/12, 2020, Page(s) 1975-1988, ISSN 1861-6410 Publisher: Springer Verlag DOI: 10.1007/s11548-020-02262-4 Eigenloss: Combined PCA-Based Loss Function for Polyp Segmentation Author(s): Luisa F. Sánchez-Peralta, Artzai Picón, Juan Antonio Antequera-Barroso, Juan Francisco Ortega-Morán, Francisco M. Sánchez-Margallo, J. Blas Pagador Published in: Mathematics, Issue 8/8, 2020, Page(s) 1316, ISSN 2227-7390 Publisher: Mathematics DOI: 10.3390/math8081316 PICCOLO White-Light and Narrow-Band Imaging Colonoscopic Dataset: A Performance Comparative of Models and Datasets Author(s): 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 Published in: Applied Sciences, Issue 10/23, 2020, Page(s) 8501, ISSN 2076-3417 Publisher: 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 Author(s): Artzai Picon, Alfonso Medela Published in: Journal of Pathology Informatics, Issue 11/1, 2020, Page(s) 38, ISSN 2153-3539 Publisher: J Pathol Inform DOI: 10.4103/jpi.jpi_41_20 The Status of Advanced Imaging Techniques for Optical Biopsy of Colonic Polyps Author(s): Ben Glover, Julian Teare, Nisha Patel Published in: Clinical and Translational Gastroenterology, Issue 11/3, 2020, Page(s) e00130, ISSN 2155-384X Publisher: Nature Publishing Group DOI: 10.14309/ctg.0000000000000130 Deep learning to find colorectal polyps in colonoscopy: A systematic literature review Author(s): Luisa F. Sánchez-Peralta, Luis Bote-Curiel, Artzai Picón, Francisco M. Sánchez-Margallo, J. Blas Pagador Published in: Artificial Intelligence in Medicine, Issue 108, 2020, Page(s) 101923, ISSN 0933-3657 Publisher: Elsevier BV DOI: 10.1016/j.artmed.2020.101923 Conference proceedings (9) Unravelling the effect of data augmentation transformations in polyp segmentation Author(s): Sánchez Peralta L.F.; Picón A.; Sánchez Margallo F.M.; Pagador J.B Published in: 34th International Congress and Exhibition Computer Assisted Surgery and Radiology (CARS2020), Issue 15, 2020 Publisher: Springer Nature Linear sweep of telecoms laser for OCT applications, Author(s): Reyes, C. and Roycroft, B. Published in: Photonics Ireland, 2018 Publisher: Photonics Irel. Is it necessary to improve the colorectal polyps databases for detection CAD systems based on deep learning Author(s): Sanchez-Peralta, L., Sanchez-Margallo, F., Bote-Chacón, J., Soria Gálvez, F., L. Saratxaga, C., Picon, A. and Blas Pagador, J. Published in: XXIII Congr. Spanish Assoc. Surg. Res, 2017 Publisher: Congr. Spanish Assoc. Surg. Res Gastroenterologists’ perceptions about a new multimodal photonics endoscope for in-vivo colorectal cancer diagnosis Author(s): Ortega-Morán J.F., Bote J., Pagador B., López-Lozano M.R., Soria F., González-Sánchez J., Sánchez-Margallo F.M Published in: International Society for Medical Innovation and Technology (iSMIT), 2019 Publisher: iSMIT Few Shot Learning in Histopathological Images:Reducing the Need of Labeled Data on Biological Datasets Author(s): Alfonso Medela, Artzai Picon, Cristina L. Saratxaga, Oihana Belar, Virginia Cabezon, Riccardo Cicchi, Roberto Bilbao, Ben Glover Published in: 2019 IEEE 16th International Symposium on Biomedical Imaging (ISBI 2019), 2019, Page(s) 1860-1864, ISBN 978-1-5386-3641-1 Publisher: IEEE DOI: 10.1109/isbi.2019.8759182 Automated heterodyne method to characterize semiconductor based akinetic swept laser sources Author(s): Carlos Reyes, Tomasz Piwonski, Brian Corbett, Brendan Roycroft Published in: Optical Coherence Imaging Techniques and Imaging in Scattering Media III, 2019, Page(s) 32, ISBN 9781-510628502 Publisher: SPIE DOI: 10.1117/12.2526376 Multimodal photonic endoscope to improve in vivo colon cancer diagnosis and clinical decision support, Author(s): 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. Published in: 25th Int. Congr. E.A.E.S., 2017 Publisher: EAES Innovative multiphotonic endoscope to address technological challenges in current colonoscopy procedure, Author(s): 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. Published in: XXXVI Annu. Congr. Spanish Soc. Biomed. Eng, 2018 Publisher: CASEIB Do gastroenterologists fully rely on new photonics technologies for the diagnosis of colorectal cancer? Author(s): Ortega-Morán J.F., Bote J., Pagador B., López-Lozano M.R., Soria F., González-Sánchez J., Sánchez-Margallo F.M. Published in: XXVth Congress of the Spanish Society for Surgical Research (SEIQ), 2019 Publisher: SEIQ Searching for OpenAIRE data... There was an error trying to search data from OpenAIRE No results available