Elevating healthcare through artificial intelligence: analyzing the abdominal emergencies data set (TR_ABDOMEN_RAD_EMERGENCY) at TEKNOFEST-2022.

Journal: European radiology
Published Date: Nov 10, 2023

Abstract

OBJECTIVES: The artificial intelligence competition in healthcare at TEKNOFEST-2022 provided a platform to address the complex multi-class classification challenge of abdominal emergencies using computer vision techniques. This manuscript aimed to comprehensively present the methodologies for data preparation, annotation procedures, and rigorous evaluation metrics. Moreover, it was conducted to introduce a meticulously curated abdominal emergencies data set to the researchers.

Authors

  • Ural Koç
    Section of Radiology, Ankara Golbasi Sehit Ahmet Ozsoy State Hospital, Ankara, Turkey.
  • Ebru Akçapınar Sezer
    Artificial Intelligence Division, Department of Computer Engineering, Hacettepe University, Ankara, Türkiye.
  • Yaşar Alper Özkaya
    Telemedicine and Teleradiology, Simplex IT, Inc., Ankara, Türkiye.
  • Yasin Yarbay
    General Directorate of Health Information Systems, Ministry of Health, Ankara, Türkiye.
  • Muhammed Said Beşler
    Department of Radiology, Kahramanmaraş Necip Fazıl City Hospital, Kahramanmaraş, Türkiye.
  • Onur Taydaş
    Department of Radiology, Faculty of Medicine, Sakarya University, Sakarya, Türkiye.
  • Ahmet Yalçın
    Department of Radiology, Faculty of Medicine, Erzurum Atatürk University, Erzurum, Türkiye.
  • Şehnaz Evrimler
    Department of Radiology, Ankara Etlik City Hospital, Ankara, Türkiye.
  • Hüseyin Alper Kızıloğlu
    Department of Radiology, Faculty of Medicine, GOP University, Tokat, Türkiye.
  • Uğur Kesimal
    Department of Radiology, Ankara Training and Research Hospital, Ankara, Türkiye.
  • Dilara Atasoy
    Department of Radiology, Sivas Numune State Hospital, Sivas, Türkiye.
  • Meltem Oruç
    Department of Radiology, Karaman Training and Research Hospital, Karaman, Türkiye.
  • Mustafa Ertuğrul
    Department of Radiology, Ürgüp State Hospital, Nevşehir, Türkiye.
  • Emrah Karakaş
    General Directorate of Health Information Systems, Ministry of Health, Ankara, Türkiye.
  • Fatih Karademir
    Health Institutes of Türkiye, İstanbul, Türkiye.
  • Nihat Barış Sebik
    General Directorate of Health Information Systems, Ministry of Health, Ankara, Türkiye.
  • Yasemin Topuz
    Health Institutes of Türkiye, İstanbul, Türkiye.
  • Mehmet Emin Aktan
    Health Institutes of Türkiye, İstanbul, Türkiye.
  • Özgür Sezer
    General Directorate of Health Information Systems, Ministry of Health, Ankara, Türkiye.
  • Şahin Aydın
    General Directorate of Health Information Systems, Ministry of Health, Ankara, Türkiye.
  • Songül Varlı
    Department of Computer Engineering, Faculty of Electrical and Electronics Engineering, Yıldız Technical University, İstanbul, Turkey. Electronic address: svarli@yildiz.edu.tr.
  • Erhan Akdoğan
    Health Institutes of Türkiye, İstanbul, Türkiye.
  • Mustafa Mahir Ülgü
    General Directorate of Health Information Systems, Ministry of Health, Ankara, Türkiye.
  • Şuayip Birinci
    Ministry of Health, Ankara, Türkiye.

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