Machine Learning May Be an Alternative to BIPSS in the Differential Diagnosis of ACTH-dependent Cushing Syndrome.

Journal: The Journal of clinical endocrinology and metabolism
PMID:

Abstract

CONTEXT: Artificial intelligence research in the field of neuroendocrinology has accelerated. It is possible to develop noninvasive, easy-to-use and cost-effective procedures that can replace invasive procedures for the differential diagnosis of adrenocorticotropin (ACTH)-dependent Cushing syndrome (CS) by artificial intelligence.

Authors

  • Ahmet Numan Demir
    Department of Endocrinology, Metabolism, and Diabetes, Istanbul University-Cerrahpasa, 34098 Istanbul, Turkey.
  • Deger Ayata
    Department of Endocrinology, Metabolism, and Diabetes, Istanbul University-Cerrahpasa, 34098 Istanbul, Turkey.
  • Ahmet Oz
    Department of Radiology, Istanbul University-Cerrahpasa, Istanbul, Turkey.
  • Cem Sulu
    Department of Endocrinology, Metabolism, and Diabetes, Istanbul University-Cerrahpasa, 34098 Istanbul, Turkey.
  • Zehra Kara
    Department of Endocrinology, Metabolism, and Diabetes, Istanbul University-Cerrahpasa, 34098 Istanbul, Turkey.
  • Serdar Sahin
    Department of Endocrinology, Metabolism, and Diabetes, Istanbul University-Cerrahpasa, 34098 Istanbul, Turkey.
  • Dilan Ozaydin
    Department of Neurosurgery, Kartal Dr. Lutfi Kirdar City Hospital, Health Sciences University, 34865 Istanbul, Turkey.
  • Bora Korkmazer
    Department of Radiology, Istanbul University-Cerrahpasa, 34098 Istanbul, Turkey.
  • Serdar Arslan
    Department of Radiology, Istanbul University-Cerrahpasa, 34098 Istanbul, Turkey.
  • Osman Kizilkilic
    Department of Radiology, Cerrahpasa Medical Faculty, Istanbul University-Cerrahpasa, Istanbul, Turkey.
  • Sema Ciftci
    Department of Endocrinology and Metabolism, Bakirkoy Dr. Sadi Konuk Training and Research Hospital, Health Sciences University, 34147 Istanbul, Turkey.
  • Ozlem Celik
    Department of Endocrinology and Metabolism, Mehmet Ali Aydinlar Acibadem University, 34303 Istanbul, Turkey.
  • Hande Mefkure Ozkaya
    Department of Endocrinology, Metabolism, and Diabetes, Istanbul University-Cerrahpasa, 34098 Istanbul, Turkey.
  • Necmettin Tanriover
    Department of Neurosurgery, Cerrahpasa Medical Faculty, Istanbul University-Cerrahpasa, Istanbul, Turkey.
  • Nurperi Gazioglu
    Pituitary Center, Istanbul University-Cerrahpasa, 34098 Istanbul, Turkey.
  • Pinar Kadioglu
    Department of Endocrinology and Metabolism, Cerrahpasa Medical Faculty, Istanbul University-Cerrahpasa, Istanbul, Turkey.