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

Project Information

PICCOLO

Grant agreement ID: 732111

DOI

10.3030/732111

Project closed

EC signature date 8 November 2016

Start date 1 January 2017

End date 30 September 2020

Funded under

• INDUSTRIAL LEADERSHIP - Leadership in enabling and industrial technologies - Information and Communication Technologies (ICT)

Total cost

€ 3 997 655,00

EU contribution

€ 3 997 655,00

Coordinated by

FUNDACION TECNALIA RESEARCH & INNOVATION
Spain

CORDIS provides links to public deliverables and publications of HORIZON projects.

Links to deliverables and publications from FP7 projects, as well as links to some specific result types such as dataset and software, are dynamically retrieved from OpenAIRE .

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