Development of Machine Learning Models for Predicting Postoperative Delayed Remission in Patients With Cushing's Disease.

Journal: The Journal of clinical endocrinology and metabolism
PMID: 33000120

Abstract

CONTEXT: Postoperative hypercortisolemia mandates further therapy in patients with Cushing's disease (CD). Delayed remission (DR) is defined as not achieving postoperative immediate remission (IR), but having spontaneous remission during long-term follow-up.

Authors

  • Yanghua Fan
    Department of Neurosurgery, Beijing Tiantan Hospital, Beijing Neurosurgical Institute, Capital Medical University, Beijing, China.
  • Yichao Li
    DHC Mediway Technology Co., Ltd., Beijing, China.
  • Xinjie Bao
    Department of Neurosurgery, Chinese Academy of Medical Sciences and Peking Union Medical College, Peking Union Medical College Hospital, Beijing, China.
  • Huijuan Zhu
    Department of Endocrinology, Chinese Academy of Medical Sciences and Peking Union Medical College, Peking Union Medical College Hospital, Beijing, China.
  • Lin Lu
    School of Economics and Management, Guangxi Normal University, Guilin, China.
  • Yong Yao
    Department of Neurosurgery, Chinese Academy of Medical Sciences and Peking Union Medical College, Peking Union Medical College Hospital, Beijing, China.
  • Yansheng Li
    DHC Mediway Technology Co., Ltd., Beijing, China.
  • Mingliang Su
    DHC Mediway Technology Co., Ltd., Beijing, China.
  • Feng Feng
    Department of Microbiology, Boston University, Boston, MA 02118, USA.
  • Shanshan Feng
    Department of Neurosurgery, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China.
  • Ming Feng
    Department of Neurosurgery, Chinese Academy of Medical Sciences and Peking Union Medical College, Peking Union Medical College Hospital, Beijing, China.
  • Renzhi Wang
    Department of Neurosurgery, Chinese Academy of Medical Sciences and Peking Union Medical College, Peking Union Medical College Hospital, Beijing, China.

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