Akciğer tümör tespiti için mikrodalga sistem tasarımı ve analizler

Yıl 2023, , 2261 - 2278, 12.04.2023

Mustafa Mutlu , Çetin Kurnaz

https://doi.org/10.17341/gazimmfd.1038999

Öz

Bu çalışma temel olarak üç aşamadan oluşmaktadır. Birinci aşamada, akciğerin iletkenlik değerindeki değişimin yüksek olduğu 1-10 GHz frekansları aralığında çalışan eliptik bir mikroşerit anten tasarlanmıştır. İkinci aşamada CST programı kullanılarak içine farklı çaplı tümör yerleştirilebilen bir göğüs modeli oluşturulmuştur. Üçüncü aşamada ise göğüs modeline en uygun şekilde verici ve alıcı anten yerleştirilerek, tümörün çapına ve sayısına bağlı olarak vericiden gönderilen sinyalin yankıları alıcı anten ile kaydedilmiştir. Çapı 1mm den başlayarak 1mm aralıklarla 30mm’ye kadar değişen tek tümör durumda alınan sinyalin genlik ve zaman özellikleri çıkarılmıştır. Alınan sinyalin genlik ve zaman özellikleri kullanılarak akciğer içine yerleştirilen tümörün çapı tahmin edilmiştir. Analiz sonuçlarından çoklu regresyon analizi ile tümör çapını %99.4 doğrulukla veren yeni bir matematiksel model önerilmiştir. Çalışmanın son aşamasında ise akciğer içinde birden fazla tümör olması durumu 8 farklı senaryo ile incelenmiş ve tümör çaplarına ve konumlarına bağlı değerlendirmeler yapılmıştır.

Anahtar Kelimeler

Akciğer kanseri, Göğüs modeli, Mikroşerit anten, Regresyon analizi, CST

Kaynakça

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