Santi Seguí Mesquida

Senior lecturer

Knowledge area: Ciència de la Computació i Inteligència Artificial

Research group:

Computer Vision and Machine Learning at the University of Barcelona (CVMLUB)
IP Grup d'Intel·ligència Artificial i Data Science a la Universitat de Barcelona

Teaching Innovation Groups: Innovació Docent en Matemàtiques i Informàtica

Contact Information
Department of Mathematics and Computer Science
Gran Via de les Corts Catalanes,585

santi.segui(a)ub.edu

More Information: https://ssegui.github.io/

Academic training

Enginyer Superior en Informàtica . Universitat Autònoma de Barcelona . (Diploma / Degree / Activities)

PhD Computer Science . Factultat Matemàtiques . 12/07/2011 . (Ph.D.)

Master en Informática Avanzada . Universitat Autònoma de Barcelona . 01/09/2007 . (Official Master)

Participation in Projects

CESCAIL - Capsule Endoscopy delivery at SCale through enhanced AI anaLysis . 2021 - 2023 . Ref.AI_AWARD02440 . National Institute for Health Research (NIHR) . PI: Santiago Segui Mesquida

Más allá de la Precisión de los Modelos: Icerteza, Explicabilidad y Aprendizaje Entre-modal . 2019 - 2021 . Ref.RTI2018-095232-B-C21 . Ministerio de Ciencia, Innovación y Universidades . PI: Petia Ivanova Radeva; Santiago Segui Mesquida

Artificial Intelligence-supported Diagnostics of Gastrointestinal diseases with video capsule endoscopy . 2018 - 2020 . Ref.310051 . CorporateHealth International UK Ltd . PI: Jordi Vitria Marca; Santiago Segui Mesquida

Relevant publications (Journal Publications and Other publications - last 10 years)

Drozdzal M.; Seguí S.; Vitrià J.; Malagelada C.; Azpiroz F.; Radeva P. (2013). Adaptable image cuts for motility inspection using WCE. Computerized Medical Imaging and Graphics . https://doi.org/10.1016/j.compmedimag.2012.09.002 . ISSN: 0895-6111

Seguí, S.; Igual, L.; Vitrià, J. (2013). Bagged One Class Classifiers in the Presence of Outliers. International Journal of Pattern Recognition and Artificial Intelligence, 27(5) . https://doi.org/10.1142/S0218001413500146 . ISSN: 0218-0014

Seguí, S.; Drozdza, M.; Zaytseva, M.; Malagelada, C.; Azpiroz,F.; Radeva, P.; Vitrià, J. (2014). Detection of wrinkle frames in endoluminal videos using betweenness centrality measures for images. IEEE Transactions On Information Technology in Biomedicine, 99, p. 1 . https://doi.org/10.1109/JBHI.2014.2304179 . ISSN: 1089-7771

Drozdzal, M.; Seguí, S.; Radeva, P.; Malagelada, C.; Azpiroz, F.; Vitrià J. (2015). Motility bar: A new tool for motility analysis of endoluminal videos. Computers in Biology and Medicine, 65, pp. 320 - 330 . https://doi.org/10.1016/j.compbiomed.2015.04.006 . ISSN: 0010-4825

C. Malagelada, M. Drozdzal, S. Segui, S. Mendez, J. Vitrià, P. Radeva, J. Santos, A. Accarino, J.-R. Malagelada, F. Azpiroz (2015). Clasificación fisiológica de los trastornos funcionales intestinales basada en anàlisis de imágenes endoluminales. Gastroenterologia y Hepatologia . ISSN: 0210-5705

S. Seguí; M. Drozdzal; G. Pascual; P. Radeva; C. Malagelada; F. Azpiroz; J. Vitrià (2016). Generic Feature Learning for Wireless Capsule Endoscopy Analysis. Computers in Biology and Medicine, 79(1), pp. 163 - 172 . Institutional Repository . ISSN: 0010-4825

Pablo Laiz, Jordi Vitrià, Hagen Wenzek, Carolina Malagelada, Fernando Azpiroz, Santi Seguí (2020). WCE polyp detection with triplet based embeddings. Computerized Medical Imaging and Graphics, 86 . Institutional Repository . ISSN: 0895-6111

Igual, L.; Seguí, S. (2017). Introduction to Data Science: A Python Approach to Concepts, Techniques and Applications . In Introduction to Data Science: A Python Approach to Concepts, Techniques and Applications . (pp. 1 - 218) . Springer Verlag . ISBN: 9783319500164 . https://link.springer.com/book/10.1007%2F978-3-319-50017-1