Deep Neural Networks approaches for detecting and classifying colorectal polyps
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Alba Nogueira-Rodríguez received the BS and MS degrees in computer science from University of Vigo. Currently, she is a Ph.D. student of Computer Science at the SING group, where her research is focused on the application of deep learning for polyp detection and classification.
Rubén Domínguez-Carbajales is information-systems technician at the Servizo Galego de Saúde (SERGAS). He received the BS and MS degrees in computer science from University of Vigo. Currently, He is a Ph.D. student of Computer Science at the SING group.
Hugo López-Fernández received the BS degree in computer science from University of Vigo. He received the MS and PhD degrees from University of Vigo, where he is Postodctoral Researcher in the Next Generation Computer Systems group (http://sing-group.org/). As of November 2019, his 41 scientific contributions indexed in Scopus hold 181 citations from 153 different documents (h-index = 7)
Águeda Iglesias studied BScN degree and MSc degree in Endocrinology and Nutricion, recieving both from University of Vigo. She has experience as a Nurse in Servizo Galego de Saude (SERGAS). Currently, she is working as Nurse and Data Manager of GIODO research group of the Instituto de Investigación Sanitaria Galicia Sur (IISGS).
Joaquín Cubiella (PhD) is a gastroenterologist working in Hospital Universitario de Ourense, Spain. He is the leader of the GIODO research group of the Instituto de Investigación Sanitaria Galicia Sur and his main areas of interest are diagnosis and prevention of colorectal cancer as well as diagnostic biomarkers and endoscopy. He is a member of the governing board of Asociación Española de Gastroenterología. He is involved in the development of clinical practice guidelines and in some of the highest impact research projects in the diagnosis and prevention of colorectal cancer: COLONPREV, COLONPREDICT, EPICOLON and EPoS trials.
Florentino Fdez-Riverola received the BS degree in computer science from University of Oviedo. He received the MS and PhD degrees from University of Vigo, where he is Professor in the Department of Computer Science and Coordinator of the Next Generation Computer System group (http://sing-group.org/). He is author of 210 scientific contributions, of which more than one hundred were published in journals indexed in the SCI. His publications hold 1581 citations from 1227 different documents.
Miguel Reboiro-Jato received the BS degree in computer science from University of Vigo. He received the MS and PhD degrees from University of Vigo, where he is Associate Professor in the Department of Computer Science and Header Researcher at the Next Generation Computer System group (http://sing-group.org/). As of November 2019, his 66 scientific contributions indexed in Scopus hold 583 citations from 478 different documents (h-index = 12).
Daniel Glez-Peña received the BS degree in computer science from University of Vigo. He received the MS and PhD degrees from University of Vigo, where he is Associate Professor in the Department of Computer Science and Header Researcher at the Next Generation Computer System group (http://sing-group.org/). As of November 2019, his 87 scientific contributions indexed in Scopus hold 733 citations from 636 different documents (h-index = 14).