scholarly journals PREDIKSI PENYAKIT TUBERCULOSIS (TBC) MENGGUNAKAN ALGORITMA C4.5

2018 ◽  
Vol 16 (2) ◽  
Author(s):  
Deny Febriyanto ◽  
Yogiek Indra Kurniawan

Tuberculosis (TB) is an infectious disease caused by mycobacteria, especially Mycobacterium tuberculosis. TB disease remains one of the threats, especially in a country with low and middle economic levels. According to the World Health Organization (WHO) TB disease became one of the biggest causes of death in the world. Indonesia ranks second with the largest number of TB cases in the world. In addition, there are some symptoms and factors that can cause a person affected by TB disease. For the treatment of TB disease can be done intensively, but it takes a long time. Research in the diagnosis of disease with classification techniques using C4.5 algorithm has been done by several previous researchers and get good results. Therefore, in this research will be predicted TB disease using C4.5 algorithm. The C4.5 algorithm is chosen because it is very easy to interpret, fast, and has high precision accuracy. The results of this study is an application that can help people to make the diagnosis of TB disease from an early age.

Author(s):  
Kumar Abhishek ◽  
M. P Singh ◽  
Md. Sadik Hussain

<p>Tuberculosis (TB) has been one of the top ten causes of death in the world. As per the World Health Organization (WHO) around 1.8 million people have died due to tuberculosis in 2015. This paper aims to investigate the spatial and temporal variations in TB incident in South Asia (India, Bangladesh, Pakistan, Maldives, Nepal, and Sri-Lanka). Asia had been counted for the largest number of new TB cases in 2015. The paper underlines and relates the relationship between various features like gender, age, location, occurrence, and mortality due to TB in these countries for the period 1993-2012.</p>


PLoS ONE ◽  
2018 ◽  
Vol 13 (5) ◽  
pp. e0198125 ◽  
Author(s):  
Susan L. Norris ◽  
Veronica Ivey Sawin ◽  
Mauricio Ferri ◽  
Laura Raques Sastre ◽  
Teegwendé V. Porgo

2017 ◽  
Vol 107 (6) ◽  
pp. 466 ◽  
Author(s):  
Nesri Padayatchi ◽  
Sharana Mahomed ◽  
Max O’Donnell ◽  
Francesca Conradie ◽  
Kogieleum Naidoo

e-CliniC ◽  
2019 ◽  
Vol 8 (1) ◽  
Author(s):  
Deivy A. Makalew ◽  
Grace M. Kapantow ◽  
Herry E. J. Pandaleke

Abstract: Morbus Hansen (MH) is a chronic infectious disease caused by Mycobacterium leprae. World Health Organization data showed that in 2018, Indonesia was the third rank in the world with incidences of 17,017 cases. This study was aimed to determine the profile of MH patients at Irina F-Dermatovenereology of Prof. Dr. R. D. Kandou Hospital. This was a descriptive retrospective study by evaluating medical record files of MH patients hospitalized at Irina F-Dermatovenereology, Prof. Dr. R. D. Kandou Hospital from 2016 to 2018. The results showed that the distribution of MH patients in 2016-2018 was 14 patients, 20 patients, and 18 patients respectively. Most patients were in the age group of 25-34 years (38.46%). Males were more common than females (4.8:1). Most patients were from Manado. All patients had multibacillary (MB) type MH and ENL was the most common reaction (86.54%). The comorbidities were gastrointestinal disorders, electrolyte imbalance, and anemia. In conclusion, the number of hospitalized MH patients was slightly increased from 2016 to 2017 and then was decreased insignificantly in 2018. Most patients were male, in the age group of 25-34 years, came from Manado, multibacillary type MH, had ENL reaction and comorbidity of gastrointestinal disorders.Keywords: Morbus Hansen, hospitalized patients Abstrak: Morbus Hansen (MH) merupakan penyakit infeksi kronik yang disebabkan oleh Mycobacterium leprae. Data World Health Organization (WHO) pada tahun 2018 menunjukkan bahwa Indonesia menempati peringkat ketiga di dunia dengan jumlah kasus baru mencapai 17.017 kasus. Penelitian ini bertujuan untuk mengetahui profil penderita MH di Irina F Kulit dan Kelamin RSUP Prof. Dr. R. D. Kandou Manado. Jenis penelitian ialaht deskriptif retrospektif dengan cara mengevaluasi berkas rekam medis penderita MH yang dirawat inap di Irina F Kulit dan Kelamin RSUP Prof. Dr. R. D. Kandou Manado pada periode 2016-2018. Hasil penelitian mendapatkan distribusi penderita MH pada tahun 2016 sebanyak 14 pasien, tahun 2017 sebanyak 20 pasien, dan tahun 2018 yaitu 18 pasien. Kelompok usia terbanyak ialah 25-34 tahun (38,46%). Penderita laki-laki lebih banyak dibandingkan perem-puan (4,8:1). Penderita terbanyak berasal dari Kota Manado. Semua penderita memiliki MH tipe Multibasiler (MB). Reaksi ENL merupakan tipe reaksi yang terbanyak (86,54%). Penyakit penyerta yang banyak didapati ialah gangguan gastrointestinal, gangguan elektrolit dan anemia. Simpulan penelitian ini ialah penderita MH yang dirawat inap mengalami peningkatan dari tahun 2016 sampai 2017, sedikit menurun pada tahun 2018 namun tidak bermakna. Penderita yang terbanyak ialah kelompok usia 25-34 tahun, jenis kelamin laki-laki, asal Kota Manado, MH tipe Multibasiler (MB), reaksi tipe ENL, penyakit penyerta gangguan gastrointestinal.Kata kunci: Morbus Hansen, pasien rawat inap


2018 ◽  
Vol 10 (10) ◽  
pp. 1103-1116 ◽  
Author(s):  
M. A. L. Oliveira ◽  
P. R. Chellini ◽  
T. L. Amorim

According to the World Health Organization, rifampicin, isoniazid, pyrazinamide and ethambutol hydrochloride are the first-line drugs used to treat tuberculosis – an infectious disease caused by Mycobacterium tuberculosis.


Author(s):  
Daniel Martin Simadibrata ◽  
Cleopas Martin Rumende ◽  
Rahmad Mulyadi ◽  
Marcellus Simadibrata

Coronavirus disease 2019 (COVID-19) is an emerging infectious disease officially declared as a pandemic on 11 March 2020 by the World Health Organization (WHO). Indonesia’s COVID-19 case fatality rate remain consistently high, approximately twice the global case fatality rate available. Patients typically present with fever, dry cough and dyspnea. However, there were reports of atypical COVID-19 symptoms such as myalgia, fatigue, diarrhea, nausea, and vomiting. These atypical presentations were suggested to indicate a more severe COVID-19. Here, we present a case of COVID-19 patient presenting with gastrointestinal-specific symptoms in Indonesia.


2021 ◽  
Vol 5 (6) ◽  
pp. 241-243
Author(s):  
Ferhan Soyuer

Physical inactivity constitutes the basis of diseases that reduce life duration and quality and rank first among the causes of death in the world. Worldwide, it has been determined that 23 % of adults aged 18 and over are not active enough. According to the World Health Organization, sedentary life is among the main risk factors for deaths from non-communicable diseases worldwide and causes approximately 3.2 million deaths per year. For this reason, the issue of reducing inactivity has gained importance in the world today. As a solution, it is thought that increasing physical activity requires not only individual but also community-specific, multi-sectoral, multi-disciplinary and culturally appropriate approaches.


PLoS ONE ◽  
2018 ◽  
Vol 13 (8) ◽  
pp. e0202782
Author(s):  
Susan L. Norris ◽  
Veronica Ivey Sawin ◽  
Mauricio Ferri ◽  
Laura Reques Sastre ◽  
Teegwendé V. Porgo

Author(s):  
Gian Luca Burci

This article reviews the main international and institutional legal aspects of cooperation in the fight against the plague of infectious diseases. It makes a particular reference to the role of the World Health Organization (WHO) and other agencies of the UN system. This article underscores the intrinsically international dimension of the realization of the essential importance of international cooperation.


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