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Multi-risk factors joint prediction model for risk prediction of retinopathy of prematurity
PurposeRetinopathy of prematurity (ROP) is a retinal vascular proliferative disease common in low birth weight and premature infants and is one of...
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Establishment of a risk prediction model for bowel preparation failure prior to colonoscopy
BackgroundThis study aimed to determine the factors that contribute to the failure of bowel preparation in patients undergoing colonoscopy and to...
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Construction of a Prognostic Risk Prediction Model Based on m6A-Associated Long Non-Coding RNAs in Cholangiocarcinoma
AbstractTo screen long non-coding RNAs (lncRNAs) associated with the N6-methyladenosine (m6A) gene and create a prognostic risk model for...
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Novel risk model based on angiogenesis-related lncRNAs for prognosis prediction of hepatocellular carcinoma
Hepatocellular carcinoma (HCC) is a major cause of cancer-related death due to early metastasis or recurrence. Tumor angiogenesis plays an essential...
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Predicting the risk of pancreatic cancer in adults with new-onset diabetes: development and internal–external validation of a clinical risk prediction model
BackgroundThe National Institute for Health and Care Excellence (NICE) recommends that people aged 60+ years with newly diagnosed diabetes and weight...
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PredictCBC-2.0: a contralateral breast cancer risk prediction model developed and validated in ~ 200,000 patients
BackgroundPrediction of contralateral breast cancer (CBC) risk is challenging due to moderate performances of the known risk factors. We aimed to...
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A hybrid super ensemble learning model for the early-stage prediction of diabetes risk
Diabetes mellitus has become a rapidly growing chronic health problem worldwide. There has been a noticeable increase in diabetes cases in the last...
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Development of a risk prediction model for subsequent infection after colonization with carbapenem-resistant Enterobacterales: a retrospective cohort study
BackgroundColonization of carbapenem-resistant Enterobacterale (CRE) is considered as one of vital preconditions for infection, with corresponding...
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Prediction of esophageal cancer risk based on genetic variants and environmental risk factors in Chinese population
BackgroundResults regarding whether it is essential to incorporate genetic variants into risk prediction models for esophageal cancer (EC) are...
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Development of a risk prediction model for radiation dermatitis following proton radiotherapy in head and neck cancer using ensemble machine learning
PurposeThis study aims to develop an ensemble machine learning-based (EML-based) risk prediction model for radiation dermatitis (RD) in patients with...
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Establishment of a prognostic risk prediction model incorporating disulfidptosis-related lncRNA for patients with prostate cancer
PurposeProstate cancer (PCa) is one of the major tumor diseases that threaten men’s health globally, and biochemical recurrence significantly impacts...
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Early prediction of gestational diabetes mellitus using maternal demographic and clinical risk factors
ObjectiveTo build and validate an early risk prediction model for gestational diabetes mellitus (GDM) based on first-trimester electronic medical...
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Development of a risk prediction model for bloodstream infection in patients with fever of unknown origin
BackgroundBloodstream infection (BSI) is a significant cause of mortality among patients with fever of unknown origin (FUO). Inappropriate empiric...
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Addition of inflammation-related biomarkers to the CAIDE model for risk prediction of all-cause dementia, Alzheimer’s disease and vascular dementia in a prospective study
BackgroundIt is of interest whether inflammatory biomarkers can improve dementia prediction models, such as the widely used Cardiovascular Risk...
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Construction and Validation of a Prognostic Risk Prediction Model for Lactate Metabolism-Related lncRNA in Endometrial Cancer
Endometrial cancer (EC) is a common group of malignant epithelial tumors that mainly occur in the female endometrium. Lactate is a key regulator of...
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Addition of polygenic risk score to a risk calculator for prediction of breast cancer in US Black women
BackgroundPrevious work in European ancestry populations has shown that adding a polygenic risk score (PRS) to breast cancer risk prediction models...
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A multi-ancestry polygenic risk score improves risk prediction for coronary artery disease
Identification of individuals at highest risk of coronary artery disease (CAD)—ideally before onset—remains an important public health need. Prior...
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A novel NHEJ gene signature based model for risk stratification and prognosis prediction in hepatocellular carcinoma
BackgroundNon-homologous DNA end joining (NHEJ) is the predominant DNA double-strand break (DSB) repair pathway in human. However, the relationship...
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Prediction of risk factors of sleep disturbance in patients undergoing total hip arthroplasty
The purpose of this study was to assess sleep quality in patients undergoing total hip arthroplasty (THA) from preoperatively to 12 weeks...
