Comput Methods Programs Biomed - Systems engineering principles for the design of biomedical signal processing systems.

Tópicos

{ implement(1333) system(1263) develop(1122) }
{ concept(1167) ontolog(924) domain(897) }
{ process(1125) use(805) approach(778) }
{ framework(1458) process(801) describ(734) }
{ error(1145) method(1030) estim(1020) }
{ first(2504) two(1366) second(1323) }
{ system(1050) medic(1026) inform(1018) }
{ surgeri(1148) surgic(1085) robot(1054) }
{ blood(1257) pressur(1144) flow(957) }
{ cost(1906) reduc(1198) effect(832) }
{ featur(3375) classif(2383) classifi(1994) }
{ patient(2315) diseas(1263) diabet(1191) }
{ research(1085) discuss(1038) issu(1018) }
{ group(2977) signific(1463) compar(1072) }
{ detect(2391) sensit(1101) algorithm(908) }
{ network(2748) neural(1063) input(814) }
{ case(1353) use(1143) diagnosi(1136) }
{ studi(1410) differ(1259) use(1210) }
{ visual(1396) interact(850) tool(830) }
{ signal(2180) analysi(812) frequenc(800) }
{ activ(1452) weight(1219) physic(1104) }
{ system(1976) rule(880) can(841) }
{ take(945) account(800) differ(722) }
{ motion(1329) object(1292) video(1091) }
{ chang(1828) time(1643) increas(1301) }
{ extract(1171) text(1153) clinic(932) }
{ control(1307) perform(991) simul(935) }
{ howev(809) still(633) remain(590) }
{ risk(3053) factor(974) diseas(938) }
{ model(2656) set(1616) predict(1553) }
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{ featur(1941) imag(1645) propos(1176) }
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{ record(1888) medic(1808) patient(1693) }
{ health(3367) inform(1360) care(1135) }
{ model(3480) simul(1196) paramet(876) }
{ monitor(1329) mobil(1314) devic(1160) }
{ ehr(2073) health(1662) electron(1139) }
{ state(1844) use(1261) util(961) }
{ research(1218) medic(880) student(794) }
{ patient(2837) hospit(1953) medic(668) }
{ data(2317) use(1299) case(1017) }
{ age(1611) year(1155) adult(843) }
{ sampl(1606) size(1419) use(1276) }
{ gene(2352) biolog(1181) express(1162) }
{ data(3008) multipl(1320) sourc(1022) }
{ intervent(3218) particip(2042) group(1664) }
{ activ(1138) subject(705) human(624) }
{ time(1939) patient(1703) rate(768) }
{ patient(1821) servic(1111) care(1106) }
{ can(981) present(881) function(850) }
{ analysi(2126) use(1163) compon(1037) }
{ structur(1116) can(940) graph(676) }
{ cancer(2502) breast(956) screen(824) }
{ use(976) code(926) identifi(902) }
{ use(1733) differ(960) four(931) }
{ result(1111) use(1088) new(759) }
{ survey(1388) particip(1329) question(1065) }
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{ method(1969) cluster(1462) data(1082) }
{ method(2212) result(1239) propos(1039) }

Resumo

Systems engineering aims to produce reliable systems which function according to specification. In this paper we follow a systems engineering approach to design a biomedical signal processing system. We discuss requirements capturing, specification definition, implementation and testing of a classification system. These steps are executed as formal as possible. The requirements, which motivate the system design, are based on diabetes research. The main requirement for the classification system is to be a reliable component of a machine which controls diabetes. Reliability is very important, because uncontrolled diabetes may lead to hyperglycaemia (raised blood sugar) and over a period of time may cause serious damage to many of the body systems, especially the nerves and blood vessels. In a second step, these requirements are refined into a formal CSP B model. The formal model expresses the system functionality in a clear and semantically strong way. Subsequently, the proven system model was translated into an implementation. This implementation was tested with use cases and failure cases. Formal modeling and automated model checking gave us deep insight in the system functionality. This insight enabled us to create a reliable and trustworthy implementation. With extensive tests we established trust in the reliability of the implementation.

Resumo Limpo

system engin aim produc reliabl system function accord specif paper follow system engin approach design biomed signal process system discuss requir captur specif definit implement test classif system step execut formal possibl requir motiv system design base diabet research main requir classif system reliabl compon machin control diabet reliabl import uncontrol diabet may lead hyperglycaemia rais blood sugar period time may caus serious damag mani bodi system especi nerv blood vessel second step requir refin formal csp b model formal model express system function clear semant strong way subsequ proven system model translat implement implement test use case failur case formal model autom model check gave us deep insight system function insight enabl us creat reliabl trustworthi implement extens test establish trust reliabl implement

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