SS
Santi Seguí
cs.CVartificial intelligencecapsule endoscopyCapsule EndoscopyDeep learningcolon capsule endoscopyGastrointestinal Motilitymachine learningAlgorithmsCapsule endoscopy
On Valency
published · living versionsW_gkgwmbms·v1 · currentpublished
Generic Feature Learning for Wireless Capsule Endoscopy Analysis
with Michal Drozdzal, Guillem Pascual, Petia Radeva, Carolina Malagelada +2
1 version
Preprints & journals
30 papers in the corpus · 2008–2025AI-Assisted Evaluation of Colon Cleanliness in Capsule Endoscopy Videos.40941715 · Gilabert, Pere, Malagelada, Carolina, Wenzek, Hagen et al.2025 · 3 citationsDiagnostics (Basel, Switzerland). 2025;15(17)
Inter- and Intraobserver Variability in Bowel Preparation Scoring for Colon Capsule Endoscopy: Impact of AI-Assisted Assessment Feasibility Study.40940936 · Lei, Ian Io, Gaya, Daniel R, Robertson, Alexander et al.2025 · 4 citationsCancers. 2025;17(17)
LungHist700: A dataset of histological images for deep learning in pulmonary pathology.39368979 · Diosdado, Jorge, Gilabert, Pere, Seguí, Santi et al.2024 · 32 citationsScientific data. 2024;11(1):1088
Self-Supervised Pre-Training Boosts Semantic Scene Segmentation on LiDAR Data2309.02139v2 · Mariona Car'os, Ariadna Just, Santi Segu'i et al.2023 · 4 citationsarXiv
Self-supervised out-of-distribution detection in wireless capsule endoscopy images.37673575 · Quindós, Arnau, Laiz, Pablo, Vitrià, Jordi et al.2023 · 10 citationsArtificial intelligence in medicine. 2023;143:102606
Anatomical landmarks localization for capsule endoscopy studies.37267757 · Laiz, Pablo, Vitrià, Jordi, Gilabert, Pere et al.2023 · 7 citationsComputerized medical imaging and graphics : the official journal of the Computerized Medical Imaging Society. 2023;108:102243
Study of capsule endoscopy delivery at scale through enhanced artificial intelligence-enabled analysis (the CESCAIL study).37272471 · Lei, Ian Io, Tompkins, Katie, White, Elizabeth et al.2023 · 23 citationsColorectal disease : the official journal of the Association of Coloproctology of Great Britain and Ireland. 2023;25(7):1498-1505
Clinicians' Guide to Artificial Intelligence in Colon Capsule Endoscopy-Technology Made Simple.36980347 · Lei, Ian I, Nia, Gohar J, White, Elizabeth et al.2023 · 20 citationsDiagnostics (Basel, Switzerland). 2023;13(6)
Key research questions for implementation of artificial intelligence in capsule endoscopy.36338789 · Leenhardt, Romain, Koulaouzidis, Anastasios, Histace, Aymeric et al.2022 · 11 citationsTherapeutic advances in gastroenterology. 2022;15:17562848221132683
Object Segmentation of Cluttered Airborne LiDAR Point Clouds2210.16081v2 · Mariona Caros, Ariadna Just, Santi Segui et al.2022 · 7 citationsArtificial Intelligence Research and Development. 356 (2022) 259-268
Artificial intelligence to improve polyp detection and screening time in colon capsule endoscopy.36314009 · Gilabert, Pere, Vitrià, Jordi, Laiz, Pablo et al.2022 · 26 citationsFrontiers in medicine. 2022;9:1000726
Cardiac aging synthesis from cross-sectional data with conditional generative adversarial networks.36211555 · Campello, Víctor M, Xia, Tian, Liu, Xiao et al.2025 · 24 citationsFrontiers in cardiovascular medicine. 2022;9:983091
Minimising multi-centre radiomics variability through image normalisation: a pilot study.35869125 · Campello, Víctor M, Martín-Isla, Carlos, Izquierdo, Cristian et al.2022 · 24 citationsScientific reports. 2022;12(1):12532
Time-based self-supervised learning for Wireless Capsule Endoscopy.35751203 · Pascual, Guillem, Laiz, Pablo, García, Albert et al.2022 · 16 citationsComputers in biology and medicine. 2022;146:105631
Mathematical Abilities in School-Aged Children: A Structural Magnetic Resonance Imaging Analysis With Radiomics.35495063 · Pina, Violeta, Campello, Víctor M, Lekadir, Karim et al.2022 · 7 citationsFrontiers in neuroscience. 2022;16:819069
Sequential Models for Endoluminal Image Classification.35204591 · Reuss, Joana, Pascual, Guillem, Wenzek, Hagen et al.2024 · 2 citationsDiagnostics (Basel, Switzerland). 2022;12(2)
Artificial intelligence for the detection of polyps or cancer with colon capsule endoscopy.34179779 · Robertson, Alexander R, Segui, Santi, Wenzek, Hagen et al.2021 · 21 citationsTherapeutic advances in gastrointestinal endoscopy. 2021;14:26317745211020277
WCE polyp detection with triplet based embeddings.33130417 · Laiz, Pablo, Vitrià, Jordi, Wenzek, Hagen et al.2021 · 29 citationsComputerized medical imaging and graphics : the official journal of the Computerized Medical Imaging Society. 2020;86:101794
Motor dysfunction of the gut in cystic fibrosis.32475007 · Malagelada, Carolina, Bendezú, R-Alvaro, Seguí, Santi et al.2021 · 27 citationsNeurogastroenterology and motility. 2020;32(9):e13883
Uncertainty Gated Network for Land Cover Segmentation1805.11348v1 · Guillem Pascual, Santi Segu'i, Jordi Vitria2018 · 9 citationsarXiv
Generic feature learning for wireless capsule endoscopy analysis.27810622 · Seguí, Santi, Drozdzal, Michal, Pascual, Guillem et al.2017 · 103 citationsComputers in biology and medicine. 2016;79:163-172
Classification of functional bowel disorders by objective physiological criteria based on endoluminal image analysis.26251472 · Malagelada, Carolina, Drozdzal, Michal, Seguí, Santi et al.2015 · 36 citationsAmerican journal of physiology. Gastrointestinal and liver physiology. 2015;309(6):G413-9
Intestinal gas content and distribution in health and in patients with functional gut symptoms.26095329 · Bendezú, R A, Barba, E, Burri, E et al.2016 · 40 citationsNeurogastroenterology and motility. 2015;27(9):1249-57
Learning to count with deep object features1505.08082v1 · Santi Segu'i, Oriol Pujol, Jordi Vitria2015 · 76 citationsarXiv
Motility bar: A new tool for motility analysis of endoluminal videos.25912458 · Drozdzal, Michal, Seguí, Santi, Radeva, Petia et al.2016 · 9 citationsComputers in biology and medicine. 2015;65:320-30
Detection of wrinkle frames in endoluminal videos using betweenness centrality measures for images.25375680 · Seguí, Santi, Drozdzal, Michal, Zaytseva, Ekaterina et al.2015 · 15 citationsIEEE journal of biomedical and health informatics. 2014;18(6):1831-8
Categorization and segmentation of intestinal content frames for wireless capsule endoscopy.24218705 · Seguí, Santi, Drozdzal, Michal, Vilariño, Fernando et al.2014 · 52 citationsIEEE transactions on information technology in biomedicine : a publication of the IEEE Engineering in Medicine and Biology Society. 2012;16(6):1341-52
Adaptable image cuts for motility inspection using WCE.23098835 · Drozdzal, Michal, Seguí, Santi, Vitrià, Jordi et al.2013 · 20 citationsComputerized medical imaging and graphics : the official journal of the Computerized Medical Imaging Society. 2013;37(1):72-80
Functional gut disorders or disordered gut function? Small bowel dysmotility evidenced by an original technique.22129212 · Malagelada, C, De Lorio, F, Seguí, S et al.2012 · 38 citationsNeurogastroenterology and motility. 2012;24(3):223-8, e104-5
New insight into intestinal motor function via noninvasive endoluminal image analysis.18691579 · Malagelada, Carolina, De Iorio, Fosca, Azpiroz, Fernando et al.2008 · 92 citationsGastroenterology. 2008;135(4):1155-62
Career total: 98 works. 30 are in this corpus.
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