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Development and external validation of a predictive model for prolonged length of hospital stay in elderly patients undergoing lumbar fusion surgery: comparison of three predictive models
PurposeThis study aimed to develop a predictive model for prolonged length of hospital stay (pLOS) in elderly patients undergoing lumbar fusion...
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Development and validation of a predictive model for vertebral fracture risk in osteoporosis patients
ObjectiveThis study aimed to develop and validate a predictive model for osteoporotic vertebral fractures (OVFs) risk by integrating demographic,...
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Validation of venous thromboembolism predictive model in hematologic malignancies
Although several scores stratify venous thromboembolism (VTE) risk in solid tumors, hematologic malignancies (HM) are underrepresented. To develop an...
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Non-malignant pathological results from CT-guided biopsy for pulmonary nodules: a predictive model for identifying false-negative results
BackgroundComputed tomography (CT)-guided biopsy (CTB) procedures are commonly used to aid in the diagnosis of pulmonary nodules (PNs). When CTB...
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Re-exploration of prognosis in type B thymomas: establishment of a predictive nomogram model
ObjectiveTo explore the risk factors for disease progression after initial treatment of type B thymomas using a predictive nomogram model.
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A predictive model of super response to cardiac resynchronization therapy in short-term period
BackgroundThe left bundle branch block, nonischemic heart failure (HF) and female gender are the most powerful predictors of a super response to...
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Development of the multivariate administrative data cystectomy model and its impact on misclassification bias
BackgroundMisclassification bias (MB) is the deviation of measured from true values due to incorrect case assignment. This study compared MB when...
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Construction and validation of a predictive model of pneumonia for ICU patients with traumatic brain injury (TBI)
The incidence of pneumonia in ICU patients with TBI is very high, seriously affecting the prognosis. This study aims to construct a predictive model...
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Characterizing the relationship between MRI radiomics and AHR expression and deriving a predictive model for prognostic assessment in glioblastoma
PurposeAryl hydrocarbon receptor (AHR), a crucial molecular marker associated with glioma, is a potential therapeutic target. We aimed to establish a...
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A predictive model for hyperuricemia among type 2 diabetes mellitus patients in Urumqi, China
BackgroundPatients with type 2 diabetes Mellitus (T2DM) are more likely to suffer from a higher uric acid level in blood—hyperuricemia (HUA). There...
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Recurrence After Operated Adhesive Small Bowel Obstruction: Development and Validation of a Predictive Model
ObjectiveRecurrence after operated adhesive small bowel obstruction (ASBO) is a threatening potentiality for patients and a therapeutic dilemma...
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A Predictive Model for Graft Failure in Femtosecond Laser-Assisted Penetrating Keratoplasty Among Chinese Patients: A 2-Year Study
IntroductionGraft failure is a major challenge in femtosecond laser-assisted penetrating keratoplasty (Fs-PKP). This study focuses on the development...
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Development and validation of a predictive model for the risk of sarcopenia in the older adults in China
BackgroundSarcopenia is a progressive age-related disease that can cause a range of adverse health outcomes in older adults, and older adults with...
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Predictive model for post-induction hypotension in patients undergoing transcatheter aortic valve implantation: a retrospective observational study
PurposePost-induction hypotension (PIH) is an independent risk factor for prolonged postoperative stay and hospital death. Patients undergoing...
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Construction and validation of the nomogram predictive model for post-percutaneous nephrolithotomy urinary sepsis
ObjectiveThis study aimed to construct and validate a simple and accurate clinical nomogram for predicting the occurrence of post-percutaneous...
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Construction and validation of a predictive model for the risk of bowel resection in adults with incarcerated groin hernia
BackgroundIt is difficult to definitively determine the degree of ischemia in the bowel in which an incarcerated groin hernia is embedded. Failure to...
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A novel predictive model of microvascular invasion in hepatocellular carcinoma based on differential protein expression
BackgroundThis study aims to construct and verify a nomogram model for microvascular invasion (MVI) based on hepatocellular carcinoma (HCC) tumor...
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A Predictive Model for the Risk of Recurrence of Cervical Spondylotic Radiculopathy After Surgery
IntroductionThis study aimed to analyze the risk factors affecting the recurrence of cervical spondylotic radiculopathy after surgery, construct a...
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Risk factors for one-year mortality following discharge in patients with acute aortic dissection: development and validation of a predictive model in a cross-sectional study
PurposeThis study was aimed to identify the risk factors that influence the mortality risk in patients with acute aortic dissection (AAD) within one...
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A predictive model for preterm infants with bronchopulmonary dysplasia based on ferroptosis-related lncRNAs
BackgroundBronchopulmonary dysplasia (BPD) is the most challenging chronic lung disease for prematurity, with difficulties in early identification....
