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Author | Fernando Vilariño | ||||
Title | A Machine Learning Approach for Intestinal Motility Assessment with Capsule Endoscopy | Type | Book Whole | ||
Year | 2006 | Publication | PhD Thesis, Universitat Autonoma de Barcelona-CVC | Abbreviated Journal | |
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Abstract | Intestinal motility assessment with video capsule endoscopy arises as a novel and challenging clinical fieldwork. This technique is based on the analysis of the patterns of intestinal contractions obtained by labelling all the motility events present in a video provided by a capsule with a wireless micro-camera, which is ingested by the patient. However, the visual analysis of these video sequences presents several im- portant drawbacks, mainly related to both the large amount of time needed for the visualization process, and the low prevalence of intestinal contractions in video.
In this work we propose a machine learning system to automatically detect the intestinal contractions in video capsule endoscopy, driving a very useful but not fea- sible clinical routine into a feasible clinical procedure. Our proposal is divided into two different parts: The first part tackles the problem of the automatic detection of phasic contractions in capsule endoscopy videos. Phasic contractions are dynamic events spanning about 4-5 seconds, which show visual patterns with a high variability. Our proposal is based on a sequential design which involves the analysis of textural, color and blob features with powerful classifiers such as SVM. This approach appears to cope with two basic aims: the reduction of the imbalance rate of the data set, and the modular construction of the system, which adds the capability of including domain knowledge as new stages in the cascade. The second part of the current work tackles the problem of the automatic detection of tonic contractions. Tonic contrac- tions manifest in capsule endoscopy as a sustained pattern of the folds and wrinkles of the intestine, which may be prolonged for an undetermined span of time. Our proposal is based on the analysis of the wrinkle patterns, presenting a comparative study of diverse features and classification methods, and providing a set of appro- priate descriptors for their characterization. We provide a detailed analysis of the performance achieved by our system both in a qualitative and a quantitative way. |
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Address | CVC (UAB) | ||||
Corporate Author | Thesis | Ph.D. thesis | |||
Publisher | Place of Publication | Editor | Petia Radeva | ||
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Series Volume | Series Issue | 84-933652-7-0 | Edition | ||
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Area | 800 | Expedition | Conference | ||
Notes | MV;SIAI | Approved | no | ||
Call Number | Admin @ si @ Vil2006; IAM @ iam @ Vil2006 | Serial | 738 | ||
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Author | Fernando Vilariño | ||||
Title | Computer Vision and Performing Arts | Type | Conference Article | ||
Year | 2015 | Publication | Korean Scholars of Marketing Science | Abbreviated Journal | |
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Address | Seoul; Korea; October 2015 | ||||
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Area | Expedition | Conference | KAMS | ||
Notes | MV;SIAI | Approved | no | ||
Call Number | Admin @ si @Vil2015 | Serial | 2799 | ||
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Author | Fernando Vilariño | ||||
Title | Giving Value to digital collections in the Public Library | Type | Conference Article | ||
Year | 2016 | Publication | Librarian 2020 | Abbreviated Journal | |
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Address | Brussels; Belgium; October 2016 | ||||
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Area | Expedition | Conference | LIB | ||
Notes | MV; 600.097;SIAI | Approved | no | ||
Call Number | Admin @ si @Vil2016a | Serial | 2802 | ||
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Author | Fernando Vilariño | ||||
Title | Dissemination, creation and education from archives: Case study of the collection of Digitized Visual Poems from Joan Brossa Foundation | Type | Conference Article | ||
Year | 2016 | Publication | International Workshop on Poetry: Archives, Poetries and Receptions | Abbreviated Journal | |
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Address | Barcelona; Spain; October 2016 | ||||
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Area | Expedition | Conference | POETRY | ||
Notes | MV; 600.097;SIAI | Approved | no | ||
Call Number | Admin @ si @Vil2016b | Serial | 2805 | ||
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Author | Fernando Vilariño | ||||
Title | Citizen experience as a powerful communication tool: Open Innovation and the role of Living Labs in EU | Type | Conference Article | ||
Year | 2017 | Publication | European Conference of Science Journalists | Abbreviated Journal | |
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Abstract | The Open Innovation 2.0 model spearheaded by the European Commission introduces conceptual changes in how innovation processes should be developed. The notion of an innovation ecosystem, and the active participation of the citizens (and all the different actors of the quadruple helix) in innovation processes, opens up new channels for scientific communication, where the citizens (and all actors) can be naturally reached and facilitate the spread of the scientific message in their communities. Unleashing the power of such mechanisms, while maintaining control over the scientific communication done through such channels presents an opportunity and a challenge at the same time.
This workshop will look into key concepts that the Open Innovation 2.0 EU model introduces, and what new opportunities for communication they bring about. Specifically, we will focus on Living Labs, as a key instrument for implementing this innovation model at the regional level, and their potential in creating scientific dissemination spaces. |
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Address | Copenhagen; June 2017 | ||||
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Area | Expedition | Conference | ECSJ | ||
Notes | MV; 600.097;SIAI | Approved | no | ||
Call Number | Admin @ si @ Vil2017a | Serial | 3032 | ||
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Author | Fernando Vilariño | ||||
Title | Bringing and keeping all the stakeholders together: creating a catalog of models of governance for innovation | Type | Miscellaneous | ||
Year | 2017 | Publication | Open Living Lab Days Report | Abbreviated Journal | |
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Address | Krakow; August 2017 | ||||
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Notes | MV; no menciona;SIAI | Approved | no | ||
Call Number | Admin @ si @ Vil2017b | Serial | 3033 | ||
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Author | Fernando Vilariño | ||||
Title | Library Living Lab, Numérisation 3D des chapiteaux du cloître de Saint-Cugat : des citoyens co- créant le nouveau patrimoine culturel numérique | Type | Conference Article | ||
Year | 2019 | Publication | Intersectorialité et approche Living Labs. Entretiens Jacques-Cartier | Abbreviated Journal | |
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Address | Montreal; Canada; December 2019 | ||||
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Notes | MV; DAG; 600.140; 600.121;SIAI | Approved | no | ||
Call Number | Admin @ si @ Vil2019a | Serial | 3457 | ||
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Author | Fernando Vilariño | ||||
Title | Public Libraries Exploring how technology transforms the cultural experience of people | Type | Conference Article | ||
Year | 2019 | Publication | Workshop on Social Impact of AI. Open Living Lab Days Conference. | Abbreviated Journal | |
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Address | Thessaloniki; Grecia; September 2019 | ||||
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Notes | MV; DAG; 600.140; 600.121;SIAI | Approved | no | ||
Call Number | Admin @ si @ Vil2019b | Serial | 3458 | ||
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Author | Fernando Vilariño | ||||
Title | Unveiling the Social Impact of AI | Type | Conference Article | ||
Year | 2020 | Publication | Workshop at Digital Living Lab Days Conference | Abbreviated Journal | |
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Address | September 2020 | ||||
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Notes | MV; DAG; 600.121; 600.140;SIAI | Approved | no | ||
Call Number | Admin @ si @ Vil2020 | Serial | 3459 | ||
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Author | Fernando Vilariño | ||||
Title | 3D Scanning of Capitals at Library Living Lab | Type | Book Whole | ||
Year | 2019 | Publication | “Living Lab Projects 2019”. ENoLL. | Abbreviated Journal | |
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Notes | MV; DAG; 600.140; 600.121;SIAI | Approved | no | ||
Call Number | Admin @ si @ Vil2019c | Serial | 3463 | ||
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