Measurement of Nuchal Translucency Thickness in First Trimester Ultrasound Foetal Images Using Markov Random Field

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dc.contributor.authorChaudhari, Kalyanien_US
dc.contributor.authorOza, Shrutien_US
dc.date.accessioned2024-12-02T09:58:56Z
dc.date.available2024-12-02T09:58:56Z
dc.date.issued2024-01
dc.description.abstractBackground: The first-trimester ultrasound assessment of nuchal translucency (NT) thickness has lately been recommended as the most helpful sign in early screening for prenatal chromosomal disorders. Increased foetal NT thickness between 11 and 13+6 weeks of gestation is a frequent phenotypic manifestation of chromosomal abnormalities as well as a variety of foetal deformities and genetic disorders. Purpose: At the moment, clinicians conduct the measurement manually. The measurement may take a long time to complete, requires highly competent operators, and is susceptible to mistakes. So, an automatic method is required for NT measurement. Materials and Methods: This study proposes a Markov random Field-based approach for contextually segmenting the NT area from foetal pictures and offering a quick and inexpensive diagnostic even during the early stages of pregnancy. Results: Proposed method gives maximum NT thickness error 0.03 and minimum NT thickness error 0.04. Conclusion: The proposed research work developed a prototype for an automated NT thickness measuring system. This study proposes an MRF-based model for segmentation and detection of NT area from foetal pictures which gives error is less than other methods.en_US
dc.identifier.affiliationsDepartment of Electronics Engineering, Bharati Vidyapeeth (Deemed to be University) College of Engineering, Pune, Maharashtra, Indiaen_US
dc.identifier.affiliationsDepartment of Electronics & Telecommunication, Bharati Vidyapeeth (Deemed to be University) College of Engineering, Pune, Maharashtra, Indiaen_US
dc.identifier.citationChaudhari Kalyani, Oza Shruti . Measurement of Nuchal Translucency Thickness in First Trimester Ultrasound Foetal Images Using Markov Random Field. Journal of Pharmacology and Pharmacotherapeutics. 2024 Jan; 15(1): 46 –53en_US
dc.identifier.issn0976-500X
dc.identifier.issn0976-5018
dc.identifier.placeIndiaen_US
dc.identifier.urihttps://imsear.searo.who.int/handle/123456789/239308
dc.languageenen_US
dc.publisherSage Publications India Pvt. Ltd.en_US
dc.relation.issuenumber1en_US
dc.relation.volume15en_US
dc.source.urihttps://doi.org/10.1177/0976500X241232530en_US
dc.subjectNuchal translucencyen_US
dc.subjectultrasounden_US
dc.subjectMarkov Random Fielden_US
dc.subjecttrimesteren_US
dc.subjectsyndromeen_US
dc.titleMeasurement of Nuchal Translucency Thickness in First Trimester Ultrasound Foetal Images Using Markov Random Fielden_US
dc.typeJournal Articleen_US
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