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Predictive modeling for post operative delirium in elderly
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作者 Chris B Lamprecht abeer dagra Brandon Lucke-Wold 《World Journal of Gastrointestinal Oncology》 SCIE 2024年第9期3761-3764,共4页
Delirium,a complex neurocognitive syndrome,frequently emerges following surgery,presenting diverse manifestations and considerable obstacles,especially among the elderly.This editorial delves into the intricate phenom... Delirium,a complex neurocognitive syndrome,frequently emerges following surgery,presenting diverse manifestations and considerable obstacles,especially among the elderly.This editorial delves into the intricate phenomenon of postoperative delirium(POD),shedding light on a study that explores POD in elderly individuals undergoing abdominal malignancy surgery.The study examines pathophysiology and predictive determinants,offering valuable insights into this challenging clinical scenario.Employing the synthetic minority oversampling technique,a predictive model is developed,incorporating critical risk factors such as comorbidity index,anesthesia grade,and surgical duration.There is an urgent need for accurate risk factor identification to mitigate POD incidence.While specific to elderly patients with abdominal malignancies,the findings contribute significantly to understanding delirium pathophysiology and prediction.Further research is warranted to establish standardized predictive for enhanced generalizability. 展开更多
关键词 Post-operative delirium Elderly delirium Neurocognitive syndrome NEUROTRANSMITTERS Abdominal malignancy Predictive model Synthetic minority oversampling technique
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