System rozpoznawania tkanki piersi na cyfrowych mammogramach

Name: System rozpoznawania tkanki piersi na cyfrowych mammogramach
Brand: Wydawnictwo Nasza Wiedza
SKU: 9786209951954
Price: 5200.0 INR
Availability: InStock

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ISBN13: 9786209951954
Binding: Paperback
Subject: N/A
Publisher: Wydawnictwo Nasza Wiedza
Publisher Imprint: Wydawnictwo Nasza Wiedza
Publication Date: April 21, 2026
Pages: 52
Original Price: USD 58.0
Language: Polish
Edition: N/A
Item Weight: 82 grams
BISAC Subject(s): General

About The Book

Rak piersi jest najczęstszym nowotworem u kobiet na calym świecie. Tradycyjna metoda wizualnej oceny obrazu w ramach wczesnego wykrywania raka piersi jest niepraktyczna, nie zapewnia powtarzalności wynik�w i może dawac niejednoznaczne wyniki. Wczesne wykrycie raka piersi znacznie zwiększa szanse na przeżycie. Dlatego też istnieje ogromne zapotrzebowanie na w pelni zautomatyzowaną, dokladną i niezawodną metodę komputerową. Niniejsza książka przedstawia zatem nową miarę skuteczności systemu CAD w wykrywaniu nieprawidlowych obszar�w na mammogramie przy użyciu technik przetwarzania obrazu. Aby osiągnąc ten cel, zastosowano dwie metody. Pierwsza z nich to w pelni zautomatyzowany system wykorzystujący filtr szokowy, kt�ry ma zdolnośc usuwania tla, szumu i mięśnia piersiowego, a także może zwiększyc kontrast w nieprawidlowym obszarze na mammogramie. Druga metoda to system p�lautomatyczny, skladający się z trzech etap�w: wyboru podobrazu, wyodrębnienia cech oraz klasyfikacji tych cech za pomocą liniowej analizy dyskryminacyjnej (LDA) z dokladnością 96,8%. System ten jest przydatny zwlaszcza dla lekarzy do wykrywania nieprawidlowych obszar�w na mammogramach w czasie rzeczywistym lub dla wszystkich os�b zainteresowanych rozwojem badań nad systemami CAD do diagnozowania raka piersi we wczesnych stadiach.

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System rozpoznawania tkanki piersi na cyfrowych mammogramach

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