SYSTEM FOR PROCESSING DATA AND METHOD FOR EARLY DIAGNOSIS OF DIABETIC RETINOPATHY

Prikazani izum otkriva sustav za obradu podataka i metode za dijagnozu dijabetičke retinopatije. Metoda se sastoji od koraka: detekcija optičkog diska, detekcija krvnih žila i detekcija patoloških struktura kao što su eksudati, točkasta krvarenja, mrljata krvarenja. Poboljšanje u točnosti detekcije...

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Main Authors Prentašić, Pavle, Lončarić, Sven
Format Patent
LanguageCroatian
English
Published 07.10.2016
Subjects
CALCULATING
COMPUTING
COUNTING
DIAGNOSIS
HANDLING RECORD CARRIERS
HEALTHCARE INFORMATICS, i.e. INFORMATION AND COMMUNICATIONTECHNOLOGY [ICT] SPECIALLY ADAPTED FOR THE HANDLING ORPROCESSING OF MEDICAL OR HEALTHCARE DATA
HUMAN NECESSITIES
HYGIENE
IDENTIFICATION
IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTEDFOR SPECIFIC APPLICATION FIELDS
MEDICAL OR VETERINARY SCIENCE
PHYSICS
PRESENTATION OF DATA
RECOGNITION OF DATA
RECORD CARRIERS
SURGERY
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Abstract Prikazani izum otkriva sustav za obradu podataka i metode za dijagnozu dijabetičke retinopatije. Metoda se sastoji od koraka: detekcija optičkog diska, detekcija krvnih žila i detekcija patoloških struktura kao što su eksudati, točkasta krvarenja, mrljata krvarenja. Poboljšanje u točnosti detekcije optičkog diska se postiže korištenjem težinske sume rezultata dobivenih pomoću 8 različitih metoda obrade slike. Detekcija patoloških promjena se vrši korištenjem AdaBoost klasifikatora kao algoritma strojnog učenja. Navedeni koraci dovode do automatske dijagnoze dijabetičke retinopatije kod pacijenata.
AbstractList Prikazani izum otkriva sustav za obradu podataka i metode za dijagnozu dijabetičke retinopatije. Metoda se sastoji od koraka: detekcija optičkog diska, detekcija krvnih žila i detekcija patoloških struktura kao što su eksudati, točkasta krvarenja, mrljata krvarenja. Poboljšanje u točnosti detekcije optičkog diska se postiže korištenjem težinske sume rezultata dobivenih pomoću 8 različitih metoda obrade slike. Detekcija patoloških promjena se vrši korištenjem AdaBoost klasifikatora kao algoritma strojnog učenja. Navedeni koraci dovode do automatske dijagnoze dijabetičke retinopatije kod pacijenata.
Author Lončarić, Sven
Prentašić, Pavle
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DocumentTitleAlternate SUSTAV ZA OBRADU PODATAKA I METODA ZA RANO OTKRIVANJE DIJABETIČKE RETINOPATIJE
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Snippet Prikazani izum otkriva sustav za obradu podataka i metode za dijagnozu dijabetičke retinopatije. Metoda se sastoji od koraka: detekcija optičkog diska,...
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SubjectTerms CALCULATING
COMPUTING
COUNTING
DIAGNOSIS
HANDLING RECORD CARRIERS
HEALTHCARE INFORMATICS, i.e. INFORMATION AND COMMUNICATIONTECHNOLOGY [ICT] SPECIALLY ADAPTED FOR THE HANDLING ORPROCESSING OF MEDICAL OR HEALTHCARE DATA
HUMAN NECESSITIES
HYGIENE
IDENTIFICATION
IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTEDFOR SPECIFIC APPLICATION FIELDS
MEDICAL OR VETERINARY SCIENCE
PHYSICS
PRESENTATION OF DATA
RECOGNITION OF DATA
RECORD CARRIERS
SURGERY
Title SYSTEM FOR PROCESSING DATA AND METHOD FOR EARLY DIAGNOSIS OF DIABETIC RETINOPATHY
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