Comput Methods Programs Biomed - Generic integration of content-based image retrieval in computer-aided diagnosis.

Tópicos

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{ framework(1458) process(801) describ(734) }
{ system(1976) rule(880) can(841) }
{ system(1050) medic(1026) inform(1018) }
{ imag(2830) propos(1344) filter(1198) }
{ extract(1171) text(1153) clinic(932) }
{ care(1570) inform(1187) nurs(1089) }
{ assess(1506) score(1403) qualiti(1306) }
{ featur(1941) imag(1645) propos(1176) }
{ import(1318) role(1303) understand(862) }
{ record(1888) medic(1808) patient(1693) }
{ health(3367) inform(1360) care(1135) }
{ medic(1828) order(1363) alert(1069) }
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{ ehr(2073) health(1662) electron(1139) }
{ state(1844) use(1261) util(961) }
{ patient(2837) hospit(1953) medic(668) }
{ model(2656) set(1616) predict(1553) }
{ data(2317) use(1299) case(1017) }
{ age(1611) year(1155) adult(843) }
{ signal(2180) analysi(812) frequenc(800) }
{ group(2977) signific(1463) compar(1072) }
{ sampl(1606) size(1419) use(1276) }
{ gene(2352) biolog(1181) express(1162) }
{ data(3008) multipl(1320) sourc(1022) }
{ first(2504) two(1366) second(1323) }
{ time(1939) patient(1703) rate(768) }
{ patient(1821) servic(1111) care(1106) }
{ use(2086) technolog(871) perceiv(783) }
{ can(981) present(881) function(850) }
{ health(1844) social(1437) communiti(874) }
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{ cancer(2502) breast(956) screen(824) }
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{ detect(2391) sensit(1101) algorithm(908) }

Resumo

Content-based image retrieval (CBIR) offers approved benefits for computer-aided diagnosis (CAD), but is still not well established in radiological routine yet. An essential factor is the integration gap between CBIR systems and clinical information systems. The international initiative Integrating the Healthcare Enterprise (IHE) aims at improving interoperability of medical computer systems. We took into account deficiencies in IHE compliance of current picture archiving and communication systems (PACS), and developed an intermediate integration scheme based on the IHE post-processing workflow integration profile (PWF) adapted to CBIR in CAD. The Image Retrieval in Medical Applications (IRMA) framework was used to apply our integration scheme exemplarily, resulting in the application called IRMAcon. The novel IRMAcon scheme provides a generic, convenient and reliable integration of CBIR systems into clinical systems and workflows. Based on the IHE PWF and designed to grow at a pace with the IHE compliance of the particular PACS, it provides sustainability and fosters CBIR in CAD.

Resumo Limpo

contentbas imag retriev cbir offer approv benefit computeraid diagnosi cad still well establish radiolog routin yet essenti factor integr gap cbir system clinic inform system intern initi integr healthcar enterpris ihe aim improv interoper medic comput system took account defici ihe complianc current pictur archiv communic system pac develop intermedi integr scheme base ihe postprocess workflow integr profil pwf adapt cbir cad imag retriev medic applic irma framework use appli integr scheme exemplarili result applic call irmacon novel irmacon scheme provid generic conveni reliabl integr cbir system clinic system workflow base ihe pwf design grow pace ihe complianc particular pac provid sustain foster cbir cad

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