Sökning: WFRF:(Kopylov Uri) > KID Project : an in...
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000 | 04323naa a2200457 4500 | |
001 | oai:lup.lub.lu.se:6abfa1f8-451a-4a7b-8ff7-de62dcd199fd | |
003 | SwePub | |
008 | 200512s2017 | |||||||||||000 ||eng| | |
024 | 7 | a https://lup.lub.lu.se/record/6abfa1f8-451a-4a7b-8ff7-de62dcd199fd2 URI |
024 | 7 | a https://doi.org/10.1055/s-0043-1054882 DOI |
040 | a (SwePub)lu | |
041 | a engb eng | |
042 | 9 SwePub | |
072 | 7 | a art2 swepub-publicationtype |
072 | 7 | a ref2 swepub-contenttype |
100 | 1 | a Koulaouzidis, Anastasiosu Royal Infirmary of Edinburgh4 aut0 (Swepub:lu)med-aku |
245 | 1 0 | a KID Project : an internet-based digital video atlas of capsule endoscopy for research purposes |
264 | c 2017-05-31 | |
264 | 1 | b Georg Thieme Verlag KG,c 2017 |
520 | a BACKGROUND AND AIMS: Capsule endoscopy (CE) has revolutionized small-bowel (SB) investigation. Computational methods can enhance diagnostic yield (DY); however, incorporating machine learning algorithms (MLAs) into CE reading is difficult as large amounts of image annotations are required for training. Current databases lack graphic annotations of pathologies and cannot be used. A novel database, KID, aims to provide a reference for research and development of medical decision support systems (MDSS) for CE.METHODS: Open-source software was used for the KID database. Clinicians contribute anonymized, annotated CE images and videos. Graphic annotations are supported by an open-access annotation tool (Ratsnake). We detail an experiment based on the KID database, examining differences in SB lesion measurement between human readers and a MLA. The Jaccard Index (JI) was used to evaluate similarity between annotations by the MLA and human readers.RESULTS: The MLA performed best in measuring lymphangiectasias with a JI of 81 ± 6 %. The other lesion types were: angioectasias (JI 64 ± 11 %), aphthae (JI 64 ± 8 %), chylous cysts (JI 70 ± 14 %), polypoid lesions (JI 75 ± 21 %), and ulcers (JI 56 ± 9 %).CONCLUSION: MLA can perform as well as human readers in the measurement of SB angioectasias in white light (WL). Automated lesion measurement is therefore feasible. KID is currently the only open-source CE database developed specifically to aid development of MDSS. Our experiment demonstrates this potential. | |
650 | 7 | a TEKNIK OCH TEKNOLOGIERx Medicinteknikx Medicinsk laboratorie- och mätteknik0 (SwePub)206012 hsv//swe |
650 | 7 | a ENGINEERING AND TECHNOLOGYx Medical Engineeringx Medical Laboratory and Measurements Technologies0 (SwePub)206012 hsv//eng |
700 | 1 | a Iakovidis, Dimitris Ku University of Thessaly4 aut |
700 | 1 | a Yung, Diana Eu Royal Infirmary of Edinburgh4 aut |
700 | 1 | a Rondonotti, Emanueleu Valduce Hospital4 aut |
700 | 1 | a Kopylov, Uriu Tel-Aviv University4 aut |
700 | 1 | a Plevris, John Nu Royal Infirmary of Edinburgh4 aut |
700 | 1 | a Toth, Ervinu Lund University,Lunds universitet,Gastroenterologi,Forskargrupper vid Lunds universitet,Gastroenterology,Lund University Research Groups,Skåne University Hospital4 aut0 (Swepub:lu)ront-eto |
700 | 1 | a Eliakim, Abrahamu Tel-Aviv University4 aut |
700 | 1 | a Wurm Johansson, Gabrielleu Skåne University Hospital4 aut |
700 | 1 | a Marlicz, Wojciechu Pomeranian Medical University4 aut |
700 | 1 | a Mavrogenis, Georgiosu University of the Aegean4 aut |
700 | 1 | a Nemeth, Arturu Lund University,Lunds universitet,Kirurgi,Forskargrupper vid Lunds universitet,Surgery,Lund University Research Groups,Skåne University Hospital4 aut0 (Swepub:lu)med-aun |
700 | 1 | a Thorlacius, Henriku Lund University,Lunds universitet,Kirurgi,Forskargrupper vid Lunds universitet,Surgery,Lund University Research Groups4 aut0 (Swepub:lu)kir-hth |
700 | 1 | a Tontini, Gian Eugeniou Policlinico San Donato University Hospital4 aut |
710 | 2 | a Royal Infirmary of Edinburghb University of Thessaly4 org |
773 | 0 | t Endoscopy International Opend : Georg Thieme Verlag KGg 5:6, s. 477-483q 5:6<477-483x 2364-3722x 2196-9736 |
856 | 4 | u http://dx.doi.org/10.1055/s-0043-105488x freey FULLTEXT |
856 | 4 | u http://www.thieme-connect.de/products/ejournals/pdf/10.1055/s-0043-105488.pdf |
856 | 4 8 | u https://lup.lub.lu.se/record/6abfa1f8-451a-4a7b-8ff7-de62dcd199fd |
856 | 4 8 | u https://doi.org/10.1055/s-0043-105488 |
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