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A novel prediction model of pancreatic fistula after pancreaticoduodenectomy using only preoperative markers
BackgroundSince clinically relevant postoperative pancreatic fistula (CR-POPF) can cause intra-abdominal hemorrhage and abscesses, leading to...
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A stacked ensemble machine learning approach for the prediction of diabetes
ObjectivesDiabetes has become a leading cause of mortality in both developed and develo** countries, impacting a growing number of individuals...
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AI-based hip prosthesis failure prediction through evolutional radiological indices
IntroductionThis study aimed to develop artificial intelligence models for predicting hip implant failure from radiological features. Analyzing the...
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Prediction Models for Intravenous Immunoglobulin Non-Responders of Kawasaki Disease Using Machine Learning
Background and ObjectiveIntravenous immunoglobulin (IVIG) is a prominent therapeutic agent for Kawasaki disease (KD) that significantly reduces the...
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Machine learning in the prediction of massive transfusion in trauma: a retrospective analysis as a proof-of-concept
PurposeEarly administration and protocolization of massive hemorrhage protocols (MHP) has been associated with decreases in mortality, multiorgan...
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Construction and validation of a risk prediction model for intraoperative hypothermia in elderly patients undergoing total hip arthroplasty
AimsTo construct and validate an intraoperative hypothermia risk prediction model for elderly patients undergoing total hip arthroplasty (THA).
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Nodal infiltration in endometrial cancer: a prediction model using best subset regression
ObjectivesTo build preoperative prediction models with and without MRI for regional lymph node metastasis (r-LNM, pelvic and/or para-aortic LNM...
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A prediction model to predict in-hospital mortality in patients with acute type B aortic dissection
BackgroundAcute type B aortic dissection (ABAD) is a life-threatening cardiovascular disease. A practicable and effective prediction model to predict...
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External validation of existing dementia prediction models on observational health data
BackgroundMany dementia prediction models have been developed, but only few have been externally validated, which hinders clinical uptake and may...
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Development and validation of a prediction model for frailty in breast cancer patients with extended survival
BackgroundBreast cancer (BC) patients with extended survival show a higher incidence of frailty. This study aimed to develop and validate a novel...
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Factors and clinical prediction score for complication development after cellulitis diagnosis in adult patients
BackgroundCellulitis is defined as a bacterial infection of the skin and subcutaneous tissue that can cause multiple complications, such as sepsis...
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Development and internal validation of a clinical prediction model for osteopenia in Chinese middle-aged and elderly men: a prospective cohort study
BackgroundEarly identification of patients at risk of osteopenia is an essential step in reducing the population at risk for fractures. We aimed to...
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Performance of HDP-Gestosis Score and Ophthalmic Artery Doppler in Prediction of Pre-eclampsia
Purpose of StudyTo study the predictive accuracy of maternal characteristics, mean arterial pressure, uterine artery doppler and maternal ophthalmic...
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Machine learning pipeline for blood culture outcome prediction using Sysmex XN-2000 blood sample results in Western Australia
BackgroundBloodstream infections (BSIs) are a significant burden on the global population and represent a key area of focus in the hospital...
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Enhancing Nasopharyngeal Carcinoma Survival Prediction: Integrating Pre- and Post-Treatment MRI Radiomics with Clinical Data
Recurrences are frequent in nasopharyngeal carcinoma (NPC) despite high remission rates with treatment, leading to considerable morbidity. This study...
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Eye and hair color prediction of human DNA recovered from Lucilia sericata larvae
Forensic entomological evidence is employed to estimate minimum postmortem interval (PMImin), location, and identification of fly samples or human...
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Population-based references for waist and hip circumferences, waist-to-hip and waist-to-height ratios for children and adolescents, and evaluation of their predictive ability
Childhood obesity is a public health problem globally as well as in Poland. This paper aimed to provide age- and sex-specific waist circumference,...
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Ensemble-imbalance-based classification for amyotrophic lateral sclerosis prognostic prediction: identifying short-survival patients at diagnosis
Prognosticating Amyotrophic Lateral Sclerosis (ALS) presents a formidable challenge due to patients exhibiting different onset sites, progression...
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An automated deep learning pipeline for EMVI classification and response prediction of rectal cancer using baseline MRI: a multi-centre study
The classification of extramural vascular invasion status using baseline magnetic resonance imaging in rectal cancer has gained significant attention...
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Calculating glenoid bone loss based on glenoid height using ipsilateral three-dimensional computed tomography
PurposeTo investigate the relationship between glenoid width and other morphologic parameters using three-dimensional (3D) computed tomography (CT)...
