Skripsi

KLASIFIKASI SUDUT PANDANG ULTRASONOGRAPHY (USG) PADA JANTUNG FETAL MENGGUNAKAN HISTOGRAM OF ORIENTED GRADIENT (HOG) DAN SUPPORT VECTOR MACHINE (SVM)

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Penilaian

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Generally human hearts have four inner segments, including the Right Upper Atrium, Left Upper Atrium, Right Lower Ventricle, and Left Lower Ventricle. By using ultrasound, we can see the process of image capturing of the fetal heart, fetal heart’s have 4 classes of screening view including Four Chamber View (FCV), Left Ventricular Outflow Tract (LVOT), Right Ventricular Outflow Tract (RVOT), dan Three Vessel of Trachea (TVT). Histogram of Oriented Gradient (HOG) and Support Vector Machine (SVM) are the methods used by the author. The raw dataset thas is used is in the form of a video from the journal of Hunter L.E et al, from the Radiopedia website, and the Intersocietal Accreditation Commision YouTube. This study aims to classify the 4 classes screening view, the parameters that determine the 4 classes are classified properly, they are accuracy, precision, recall, dan F1-score. The classification resulted from the HOG and SVM methods is accuracy 78.75%, precision 75.5%, recall 75.25%, F1-score 74.75%.

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Availability

Inventory Code	Barcode	Call Number	Location	Status
2107002764	T40651	T406512021	Central Library (REFERENCES)	Available but not for loan - Not for Loan

Detail Information

Series Title

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Call Number

T406512021

Publisher

Inderalaya : Prodi Sistem Komputer, Fakultas Ilmu Komputer Universitas Sriwijaya., 2021

Collation

xv, 71 hlm. : ilus. ; 29 cm

Language

Indonesia

ISBN/ISSN

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Classification

004.607

Content Type

Text

Media Type

unmediated

Carrier Type

unspecified

Edition

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Subject(s)

Jaringan Komunikasi Komputer
Prodi Sistem Komputer

Specific Detail Info

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Statement of Responsibility

Win

Other version/related

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