Assisting the Diagnosis of Cirrhosis in Chronic Hepatitis C Patients Based on Machine Learning Algorithms: A Novel Non-Invasive Approach.

Abstract

Authors

• Emre Dirican
  Department of Biostatistics, Faculty of Medicine, Hatay Mustafa Kemal University, Hatay, Turkey.
• Tayibe Bal
  Department of Infectious Diseases and Clinical Microbiology, Faculty of Medicine, Abant Izzet Baysal University, Bolu, Turkey. Electronic address: dr.tayibal@gmail.com.
• Yusuf Onlen
  Department of Infectious Diseases and Clinical Microbiology, Faculty of Medicine, Bolu Abant Izzet Baysal University, Bolu, Turkey.
• Figen Sarigul
  Department of Infectious Diseases and Clinical Microbiology, Faculty of Medicine, Akdeniz University, Antalya, Turkey.
• Ulku User
  Department of Infectious Diseases and Clinical Microbiology, Faculty of Medicine, Akdeniz University, Antalya, Turkey.
• Nagehan Didem Sari
  Department of Infectious Diseases and Clinical Microbiology, Health Sciences University, Istanbul Training and Research Hospital, Istanbul, Turkey.
• Behice Kurtaran
  Department of Infectious Diseases and Clinical Microbiology, Faculty of Medicine, Cukurova University, Adana, Turkey.
• Ebubekir Senates
  Department of Gastroenterology, Medicana International Istanbul Hospital, Istanbul, Turkey.
• Alper Gunduz
  Sisli Hamidiye Etfal Research and Training Hospital Department of Infectious Diseases and Clinical Microbiology.
• Esra Zerdali
  Department of Infectious Diseases and Clinical Microbiology, Health Sciences University, Haseki Training and Research Hospital, Istanbul, Turkey.
• Hasan Karsen
  Department of Infectious Diseases and Clinical Microbiology, Faculty of Medicine, Harran University, Sanlıurfa, Turkey.
• Ayse Batirel
  Department of Infectious Diseases and Clinical Microbiology, Health Sciences University, Dr. Lutfi Kirdar Kartal Training and Research Hospital, Istanbul, Turkey.
• Ridvan Karaali
  Department of Infectious Diseases and Clinical Microbiology, Cerrahpasa Faculty of Medicine, Istanbul University-Cerrahpasa, Istanbul, Turkey.
• Hatice Rahmet Guner
  Department of Infectious Diseases and Clinical Microbiology, Faculty of Medicine, Ankara Yildirim Beyazit University, Ankara City Hospital, Ankara, Turkey.
• Tansu Yamazhan
  Department of Infectious Diseases and Clinical Microbiology, Faculty of Medicine, Ege University, Izmir, Turkey.
• Sukran Kose
  Department of Infectious Diseases and Clinical Microbiology, Faculty of Medicine, Dokuz Eylül University, Izmir, Turkey.
• Nurettin Erben
  Department of Infectious Diseases and Clinical Microbiology, Faculty of Medicine, Eskisehir Osmangazi University, Eskisehir, Turkey.
• Nevin Koc Ince
  Department of Infectious Diseases and Clinical Microbiology, Faculty of Medicine, Duzce University, Duzce, Turkey.
• Iftihar Koksal
  Department of Infectious Diseases and Clinical Microbiology, Acibadem University, Atakent Hospital, Istanbul, Turkey.
• Nefise Oztoprak
  Department of Infectious Diseases and Clinical Microbiology, Faculty of Medicine, Akdeniz University, Antalya, Turkey.
• Gulsen Yoruk
  Department of Infectious Diseases and Clinical Microbiology, Health Sciences University, Istanbul Training and Research Hospital, Istanbul, Turkey.
• Suheyla Komur
  Department of Infectious Diseases and Clinical Microbiology, Faculty of Medicine, Cukurova University, Adana, Turkey.
• Sibel Yildiz Kaya
  Department of Infectious Diseases and Clinical Microbiology, Cerrahpasa Faculty of Medicine, Istanbul University-Cerrahpasa, Corum, Turkey.
• Ilkay Bozkurt
  Department of Infectious Diseases and Clinical Microbiology, Faculty of Medicine, Ondokuz Mayis University, Samsun, Turkey.
• Ozgur Gunal
  Department of Infectious Diseases and Clinical Microbiology, Faculty of Medicine, Samsun University, Samsun, Turkey.
• Ilknur Esen Yildiz
  Department of Infectious Diseases and Clinical Microbiology, Faculty of Medicine, Recep Tayyip Erdoğan University, Rize, Turkey.
• Dilara Inan
  Department of Infectious Diseases and Clinical Microbiology, Faculty of Medicine, Akdeniz University, Antalya, Turkey.
• Sener Barut
  Department of Infectious Diseases and Clinical Microbiology, Faculty of Medicine, Dokuz Eylül University, Izmir, Turkey.
• Mustafa Namiduru
  Department of Infectious Diseases and Clinical Microbiology, Faculty of Medicine, Gaziantep University, Gaziantep, Turkey.
• Selma Tosun
  Department of Infectious Diseases and Clinical Microbiology, Health Sciences University, Bozyaka Training and Research Hospital, Izmir, Turkey.
• Kamuran Turker
  Department of Infectious Diseases and Clinical Microbiology, Health Sciences University, Bağcılar Training and Research Hospital, Istanbul, Turkey.
• Alper Sener
  Department of Infectious Diseases and Clinical Microbiology, Health Sciences University, Izmir Katip Celebi Training and Research Hospital, Izmir, Turkey.
• Kenan Hizel
  Department of Infectious Diseases and Clinical Microbiology, Faculty of Medicine, Gazi University, Ankara, Turkey.
• Nurcan Baykam
  Department of Infectious Diseases and Clinical Microbiology, Faculty of Medicine, Hitit University, Corum, Turkey.
• Fazilet Duygu
  Department of Infectious Diseases and Clinical Microbiology, Faculty of Medicine, Gaziosmanpaşa University, Tokat, Germany.
• Hürrem Bodur
  Department of Infectious Diseases and Clinical Microbiology, University of Health Sciences Turkey, Gülhane Faculty of Medicine, Ankara City Hospital, Ankara, Turkey.
• Guray Can
  Department of Gastroenterology, Faculty of Medicine, Abant Izzet Baysal University, Bolu, Turkey.
• Hanefi Cem Gul
  Department of Infectious Diseases and Clinical Microbiology, Health Sciences University, Gülhane Training and Research Hospital, Ankara, Turkey.
• Ayse Sagmak Tartar
  Department of Infectious Diseases and Clinical Microbiology, Faculty of Medicine, Fırat University, Elazıg, Turkey.
• Guven Celebi
  Department of Infectious Diseases and Clinical Microbiology, Faculty of Medicine, Zonguldak Bulent Ecevit University, Zonguldak, Turkey.
• Mahmut Sunnetcioglu
  Department of Infectious Diseases and Clinical Microbiology, Faculty of Medicine, Sakarya University, Sakarya, Turkey.
• Oguz Karabay
  Department of Infectious Diseases and Clinical Microbiology, Faculty of Medicine, Sakarya University, Sakarya, Turkey.
• Hayat Kumbasar Karaosmanoglu
  Department of Infectious Diseases and Clinical Microbiology, Health Sciences University, Bakırköy Dr. Sadi Konuk Training and Research Hospital, Istanbul, Turkey.
• Fatma Sirmatel
  Department of Internal Medicine, Division of Infectious Diseases, Izmir Tınaztepe University Faculty of Medicine, İzmir, Turkey.
• Omer Fehmi Tabak
  Department of Infectious Diseases and Clinical Microbiology, Cerrahpasa Faculty of Medicine, Istanbul University-Cerrahpasa, Istanbul, Turkey.

Keywords

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