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LIBRIS Formathandbok  (Information om MARC21)
FältnamnIndikatorerMetadata
00004323naa a2200457 4500
001oai:lup.lub.lu.se:6abfa1f8-451a-4a7b-8ff7-de62dcd199fd
003SwePub
008200512s2017 | |||||||||||000 ||eng|
0247 a https://lup.lub.lu.se/record/6abfa1f8-451a-4a7b-8ff7-de62dcd199fd2 URI
0247 a https://doi.org/10.1055/s-0043-1054882 DOI
040 a (SwePub)lu
041 a engb eng
042 9 SwePub
072 7a art2 swepub-publicationtype
072 7a ref2 swepub-contenttype
1001 a Koulaouzidis, Anastasiosu Royal Infirmary of Edinburgh4 aut0 (Swepub:lu)med-aku
2451 0a KID Project : an internet-based digital video atlas of capsule endoscopy for research purposes
264 c 2017-05-31
264 1b 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 7a TEKNIK OCH TEKNOLOGIERx Medicinteknikx Medicinsk laboratorie- och mätteknik0 (SwePub)206012 hsv//swe
650 7a ENGINEERING AND TECHNOLOGYx Medical Engineeringx Medical Laboratory and Measurements Technologies0 (SwePub)206012 hsv//eng
7001 a Iakovidis, Dimitris Ku University of Thessaly4 aut
7001 a Yung, Diana Eu Royal Infirmary of Edinburgh4 aut
7001 a Rondonotti, Emanueleu Valduce Hospital4 aut
7001 a Kopylov, Uriu Tel-Aviv University4 aut
7001 a Plevris, John Nu Royal Infirmary of Edinburgh4 aut
7001 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
7001 a Eliakim, Abrahamu Tel-Aviv University4 aut
7001 a Wurm Johansson, Gabrielleu Skåne University Hospital4 aut
7001 a Marlicz, Wojciechu Pomeranian Medical University4 aut
7001 a Mavrogenis, Georgiosu University of the Aegean4 aut
7001 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
7001 a Thorlacius, Henriku Lund University,Lunds universitet,Kirurgi,Forskargrupper vid Lunds universitet,Surgery,Lund University Research Groups4 aut0 (Swepub:lu)kir-hth
7001 a Tontini, Gian Eugeniou Policlinico San Donato University Hospital4 aut
7102 a Royal Infirmary of Edinburghb University of Thessaly4 org
7730 t Endoscopy International Opend : Georg Thieme Verlag KGg 5:6, s. 477-483q 5:6<477-483x 2364-3722x 2196-9736
8564 u http://dx.doi.org/10.1055/s-0043-105488x freey FULLTEXT
8564 u http://www.thieme-connect.de/products/ejournals/pdf/10.1055/s-0043-105488.pdf
8564 8u https://lup.lub.lu.se/record/6abfa1f8-451a-4a7b-8ff7-de62dcd199fd
8564 8u https://doi.org/10.1055/s-0043-105488

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