JV
Jordi Vitrià
cs.LGcs.AIcs.CVstat.MLCapsule EndoscopyAlgorithmscapsule endoscopyDeep learningArtificial IntelligenceFace
On Valency
published · living versionsW_gkgwmbms·v1 · currentpublished
Generic Feature Learning for Wireless Capsule Endoscopy Analysis
with Santi Seguí, Michal Drozdzal, Guillem Pascual, Petia Radeva +2
1 version
Preprints & journals
45 papers in the corpus · 1994–2026Learning instance-specific counterfactual models for continuous treatments using hypernetworks.42180309 · Pros, Roger, Vitrià, Jordi2026 · 0 citationsFrontiers in artificial intelligence. 2026;9:1819009
AI-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)
Using LLMs for Explaining Sets of Counterfactual Examples to Final Users2408.15133v1 · Arturo Fredes, Jordi Vitria2024 · 2 citationsarXiv
Industrial-Grade Smart Troubleshooting through Causal Technical Language Processing: a Proof of Concept2407.20700v1 · Alexandre Trilla, Ossee Yiboe, Nenad Mijatovic et al.2024 · 0 citationsarXiv
Industrial-Grade Time-Dependent Counterfactual Root Cause Analysis through the Unanticipated Point of Incipient Failure: a Proof of Concept2407.11056v1 · Alexandre Trilla, Rajesh Rajendran, Ossee Yiboe et al.2024 · 0 citationsarXiv
Neural Networks with Causal Graph Constraints: A New Approach for Treatment Effects Estimation2404.12238v1 · Roger Pros, Jordi Vitria2024 · 0 citationsarXiv
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
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
CatLC: Catalonia Multiresolution Land Cover Dataset.36075903 · García, Carlos, Mora, Oscar, Pérez-Aragüés, Fernando et al.2022 · 3 citationsScientific data. 2022;9(1):554
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
Deep Non-Crossing Quantiles through the Partial Derivative2201.12848v1 · Axel Brando, Joan Gimeno, Jose A. Rodr'iguez-Serrano et al.2022 · 4 citationsarXiv
Algorithmic Causal Effect Identification with causaleffect2107.04632v1 · Mart'i Pedemonte, Jordi Vitria, 'Alvaro Parafita2021 · 1 citationarXiv
Graph Convolutional Embeddings for Recommender Systems2103.03587v1 · Paula G'omez Duran, Alexandros Karatzoglou, Jordi Vitria et al.2021 · 16 citationsarXiv
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
Causal Inference with Deep Causal Graphs2006.08380v1 · 'Alvaro Parafita, Jordi Vitria2020 · 3 citationsarXiv
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
Dirichlet uncertainty wrappers for actionable algorithm accuracy accountability and auditability1912.12628v1 · Jos'e Mena, Oriol Pujol, Jordi Vitria2019 · 4 citationsarXiv
Modelling heterogeneous distributions with an Uncountable Mixture of Asymmetric Laplacians1910.12288v2 · Axel Brando, Jose A. Rodr'iguez-Serrano, Jordi Vitria et al.2019 · 18 citationsarXiv
Explaining Visual Models by Causal Attribution1909.08891v1 · 'Alvaro Parafita, Jordi Vitria2019 · 27 citationsarXiv
Uncertainty Modelling in Deep Networks: Forecasting Short and Noisy Series1807.09011v1 · Axel Brando, Jose A. Rodr'iguez-Serrano, Mauricio Ciprian et al.2018 · 16 citationsarXiv
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
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
Social network extraction and analysis based on multimodal dyadic interaction.22438733 · Escalera, Sergio, Baró, Xavier, Vitrià, Jordi et al.2012 · 11 citationsSensors (Basel, Switzerland). 2012;12(2):1702-19
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
Automatic prediction of facial trait judgments: appearance vs. structural models.21858069 · Rojas, Mario, Masip, David, Todorov, Alexander et al.2012 · 48 citationsPloS one. 2011;6(8):e23323
Intestinal motor activity, endoluminal motion and transit.19614865 · de Iorio, F, Malagelada, C, Azpiroz, F et al.2010 · 23 citationsNeurogastroenterology and motility. 2009;21(12):1264-e119
Intestinal motility assessment with video capsule endoscopy: automatic annotation of phasic intestinal contractions.19423434 · Vilarino, Fernando, Spyridonos, Panagiota, Deiorio, Fosca et al.2010 · 62 citationsIEEE transactions on medical imaging. 2010;29(2):246-59
Boosted online learning for face recognition.19095543 · Masip, David, Lapedriza, Agata, Vitrià, Jordi2009 · 27 citationsIEEE transactions on systems, man, and cybernetics. Part B, Cybernetics : a publication of the IEEE Systems, Man, and Cybernetics Society. 2009;39(2):530-8
Preferred spatial frequencies for human face processing are associated with optimal class discrimination in the machine.18596932 · Keil, Matthias S, Lapedriza, Agata, Masip, David et al.2008 · 23 citationsPloS one. 2008;3(7):e2590
Shared feature extraction for nearest neighbor face recognition.18390306 · Masip, D, Vitria, J2008 · 23 citationsIEEE transactions on neural networks. 2008;19(4):586-95
Discriminant ECOC: a heuristic method for application dependent design of error correcting output codes.16724594 · Pujol, Oriol, Radeva, Petia, Vitrià, Jordi2006 · 258 citationsIEEE transactions on pattern analysis and machine intelligence. 2006;28(6):1007-12
Anisotropic feature extraction from endoluminal images for detection of intestinal contractions.17354768 · Spyridonos, Panagiota, Vilariño, Fernando, Vitrià, Jordi et al.2007 · 31 citationsMedical image computing and computer-assisted intervention : MICCAI ... International Conference on Medical Image Computing and Computer-Assisted Intervention. 2006;9(Pt 2):161-8
Clustering in image space for place recognition and visual annotations for human-robot interaction.18244832 · Martinez, A M, Vitria, J2012 · 33 citationsIEEE transactions on systems, man, and cybernetics. Part B, Cybernetics : a publication of the IEEE Systems, Man, and Cybernetics Society. 2001;31(5):669-82
Automated classification of renal interstitium and tubules by local texture analysis and a neural network.8908314 · Serón, D, Moreso, F, Gratin, C et al.1997 · 7 citationsAnalytical and quantitative cytology and histology. 1996;18(5):410-9
Automatic evaluation of renal interstitial volume fraction.7652785 · Moreso, F, Gratin, C, Vitriá, J et al.1995 · 8 citationsTransplantation proceedings. 1995;27(4):2231-2
Quantification of interstitial chronic renal damage by means of texture analysis.7700032 · Moreso, F, Serón, D, Vitriá, J et al.1995 · 34 citationsKidney international. 1994;46(6):1721-7
Career total: 299 works. 45 are in this corpus.
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