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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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A structured process for the validation of a decision-analytic model: application to a cost-effectiveness model for risk-stratified national breast screening
BackgroundDecision-makers require knowledge of the strengths and weaknesses of decision-analytic models used to evaluate healthcare interventions to...
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Model incorporating multiple diffusion MRI features: development and validation of a radiomics-based model to predict adult-type diffuse gliomas grade
ObjectivesTo develop and validate a radiomics-based model (ADGGIP) for predicting adult-type diffuse gliomas (ADG) grade by combining multiple...
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Development and validation of prediction model for older adults with cognitive frailty
ObjectiveThis study sought to develop and validate a 6-year risk prediction model in older adults with cognitive frailty (CF).
Methods ...
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The development and validation of a prediction model for imminent vertebral osteoporotic fracture in postmenopausal women
PurposeThis study aimed to develop and validate a new model that focused on the risk of imminent vertebral fractures in women with osteoporosis.
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Development and validation of common data model-based fracture prediction model using machine learning algorithm
SummaryThe need for an accurate country-specific real-world-based fracture prediction model is increasing. Thus, we developed scoring systems for...
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Development and validation of a diagnostic model for AFP-negative hepatocellular carcinoma
PurposeAFP appears to be negative in about 30% of overall hepatocellular carcinoma (HCC). Our study aimed to develop a nomogram model to diagnose...
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Validation of a Natural Language Machine Learning Model for Safety Literature Surveillance
IntroductionAs part of routine safety surveillance, thousands of articles of potential interest are manually triaged for review by safety...
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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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Development and validation of a pediatric model predicting trauma-related mortality
ObjectivesTo develop a prediction model of mortality in pediatric trauma-based injuries. Our secondary objective was to transform this model into a...
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Development and validation of metrics for a new RAPN training model
Robot-assisted partial nephrectomy (RAPN) is a complex and index procedure that urologists need to learn how to perform safely. No validated...
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Development and validation of competitive risk model for older women with metaplastic breast cancer
BackgroundMetaplastic breast cancer (MpBC) is a rare histological subtype of breast cancer. This study aims to establish a competitive risk model for...
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Derivation and External Validation of the Ottawa Bloodstream Infection Model for Acutely Ill Adults
BackgroundKnowing the probability that patients have a bloodstream infection (BSI) could influence the ordering of blood cultures and interpretation...
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Development and validation of a preoperative risk nomogram prediction model for gastric gastrointestinal stromal tumors
Background and study aimsGastrointestinal stromal tumors (GIST) carry a potential risk of malignancy, and the treatment of GIST varies for different...
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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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Development and validation of a deep learning model for predicting postoperative survival of patients with gastric cancer
BackgroundDeep learning (DL), a specialized form of machine learning (ML), is valuable for forecasting survival in various diseases. Its clinical...
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Validation of a synthetic simulation model of endoscopic rectus sheath plication
PurposeLiterature reviews outline minimally invasive approaches for abdominal diastasis in patients without skin excess. However, few surgeons are...
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Development and validation of a reinforcement learning model for ventilation control during emergence from general anesthesia
Ventilation should be assisted without asynchrony or cardiorespiratory instability during anesthesia emergence until sufficient spontaneous...
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Development and validation of a nomogram model for central venous access device–related thrombosis in hospitalized children
This study aimed to develop and validate a nomogram model of central venous access device–related thrombosis (CRT) for hospitalized children. A total...
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Interpretable machine learning in predicting drug-induced liver injury among tuberculosis patients: model development and validation study
BackgroundThe objective of this research was to create and validate an interpretable prediction model for drug-induced liver injury (DILI) during...
