Analisis Tingkat Kesembuhan Penderita Kanker Payudara di C-TECH Laboratories Tangerang Menggunakan Regresi Logistik Ordinal

Addina, Faza (2020) Analisis Tingkat Kesembuhan Penderita Kanker Payudara di C-TECH Laboratories Tangerang Menggunakan Regresi Logistik Ordinal. Undergraduate thesis, Institut Teknologi Sepuluh Nopember.

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Abstract

Kanker payudara merupakan ancaman mematikan nomer satu bagi seorang wanita. Berbagai usaha untuk mengobati kanker payudara biasanya di lakukan di RS dilakukan, seperti kemoterapi, radioterapi, operasi, serta terapi hormonal. Selain itu, ada pengobatan alternative yang dikembangkan di Lab edwar yaitu Electro Capacitive Cancer Therapy (ECCT). Tingkat kesembuhan di Lab Edwar dikategorikan menjadi 3 bagian yaitu meliputi kategori A adalah mengalami peningkatan yang signifikan secara medis atau patologis dan tidak ada masalah secara kondisi umum, kategori B adalah mengalami keadaan yang stabil atau kondisi umum tidak mengalami perubahan, dan kategori C adalah mengalami penurunan atau kondisi umum bermasalah. Pada penelitian ini memiliki tujuan untuk mengetahui faktor-faktor seperti faktor resiko, faktor medis, serta faktor pemakaian ECCT yang mempengaruhi tingkat kesembuhan menggunakan regresi logistik ordinal.berdasarkan rekam medis dari 821 pasien penderita kanker payudara di Lab Edwar sebanyak 42% yang terdaftar pada periode 2012-2019 yang mengalami tingkat kesembuhan kategori A. Hasil penelitian menggunakan regresi logistik ordinal menunjukkan bahwa faktor yang berpengaruh signifikan terhadap tingkat kesembuhan kanker payudara adalah frekuensi konsultasi, lama pemakaian, metastasis dan operasi pada taraf signifikan 7%. =========================================================================================== Breast cancer is the number one deadly threat for a woman. Various attempts to treat breast cancer are usually done in hospitals, such as chemotherapy, radiotherapy, surgery, and hormonal therapy. In addition, there is an alternative treatment developed in the Edwar Lab, namely Electro Capacitive Cancer Therapy (ECCT). The cure rate at Edwar Lab is categorized into 3 parts which include category A is experiencing a significant increase medically or pathologically and there is no problem in general conditions, category B is experiencing a stable condition or general condition has not changed, and category C is experiencing a decrease or general conditions are problematic. This study aims to determine factors such as risk factors, medical factors, and the use of ECCT factors that affect cure rates using ordinal logistic regression. Based on the medical records of 821 breast cancer patients in Edwar Lab, 42% were registered in 2012 -2019 experienced a cure rate in category A. The results of the study using ordinal logistic regression showed that the factors that had a significant effect on the cure rate for breast cancer were consultation frequency, duration of use, metastasis and surgery at a significant level of 7%.

Item Type: Thesis (Undergraduate)
Additional Information: RSSt 519.536 Add a-1 • Addina, Faza
Uncontrolled Keywords: Electro Capacitive Cancer Therapy (ECCT), Kanker Payudara, Regresi Logistik Ordinal, Tingkat Kesembuhan. ============================================================================================= Electro Capacitive Cancer Therapy (ECCT), Breast cancer, Ordinal Logistic Regression, Cure rate.
Subjects: H Social Sciences > HA Statistics > HA31.3 Regression. Correlation
Divisions: Faculty of Science and Data Analytics (SCIENTICS) > Statistics > 49201-(S1) Undergraduate Thesis
Depositing User: Faza Addina
Date Deposited: 26 Aug 2020 13:05
Last Modified: 05 Oct 2020 00:39
URI: https://repository.its.ac.id/id/eprint/81374

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