risk-prediction

Documents about risk-prediction

• Patient- and Physician-Identified Considerations for Clinical Implementation of a New Risk-Based Prediction Tool to Guide Surveillance Mammography in Breast Cancer Survivors.#251058NCBI PubMed Central
• Development and Interpretability Analysis of a Stacking Ensemble Model for Early Prediction of Nutritional Risk in Intensive Care Unit Patients: Retrospective Cohort Study.#258101NCBI PubMed Central
• Time-series prediction of adverse birth outcomes in the U.S. using multilayer perceptron neural networks#331249PLOS
• VP54.04: Cerebral-placental uterine ratio assessment in early labour in low-risk term pregnancy and prediction of adverse outcome: prospective multicentre study#344723IRIS
• A Comparison of 11 Clinical Risk Scores for Prediction of Survival After Curative-Intent Resection of Colorectal Liver Metastases#345890Springer Nature OA
• Building a prediction model for nasopharyngeal carcinoma based on machine learning using laboratory test indicators: A study targeting populations in high-risk areas#387640Europe PMC
• Factors associated with unmet psychological care needs and development of a Neuman systems model-based risk prediction model in patients with hepatocellular carcinoma.#402606NCBI PubMed Central
• Machine learning-based prediction of fever among under-five children in Ethiopia: A national-level study#409730PLOS
• Admission photoplethysmography-based mortality prediction in hospitalized Ugandan children with suspected or confirmed infection: A feasibility study#434542PLOS
• A time‑dependent risk prediction model for distant metastasis in early‑stage breast cancer based on explainable ensemble learning: a retrospective cohort study.#452957NCBI PubMed Central
• Development and Evaluation of a Clinical Prediction Model for Acute Kidney Injury Risk in Elderly Patients with Heart Failure with Reduced Ejection Fraction.#457382NCBI PubMed Central
• Scalable Clinical Data Infrastructure and Comparative ML Evaluation for Hospitalisation Risk Prediction in Elderly Patients with Multiple Long-Term Conditions using CPRD#790190arXiv (OAI Expanded)
• Scalable Clinical Data Infrastructure and Comparative ML Evaluation for Hospitalisation Risk Prediction in Elderly Patients with Multiple Long-Term Conditions using CPRD#794209arXiv (All)
• Associated Balance of Risk Score - Comprehensive Complication Index for the Prediction of Post-transplant Survival#802638ClinicalTrials.gov
• Human Versus Computer-based Predictions of Long Allograft Survival#864663ClinicalTrials.gov
• Automated Prediction and Prevention of Contrast Induced Nephropathy After Cardiac Catheterization#872408ClinicalTrials.gov
• AI-Based Risk Prediction Model for Upper Digestive Tract Cancer#900744ClinicalTrials.gov
• Construction of Early Warning Model for the New Psychoactive Substances Using in Adolescents#904922ClinicalTrials.gov
• Dynamic changes in mean corpuscular volume could be integrated into longitudinal prediction frameworks for individualized risk assessment in the ICU setting: A retrospective study.#182414NCBI PubMed Central
• Ventilatory efficiency in cardiac amyloidosis—A systematic review and meta‐analysis#185454IRIS
• Prediction and risk evaluation of delirium after surgery in older patients: development and internal validation of an algorithm from the prospective BioCog cohort study.#222841NCBI PubMed Central
• Etiological study of pulmonary infections following solid organ transplantation using metagenomic next-generation sequencing and development of a risk prediction model: a retrospective cohort study.#275625NCBI PubMed Central
• A prediction model and risk stratification tool for survival by chemotherapy in invasive micropapillary carcinoma of the breast: a population-based study with external validation.#295219NCBI PubMed Central
• Artificial intelligence-based prediction of diseases among homeless populations in Bogotá: Implications for targeted interventions#319330PLOS
• Development and temporal validation of a prediction model for cognitive impairment in older adults with hearing loss based on the population health risk management framework.#418229NCBI PubMed Central
• Machine learning-based prediction of postoperative nausea and vomiting after spinal anesthesia: A retrospective observational study#431404PLOS
• Supplementary Files#458437Figshare
• Mortality risk prediction from dense PICU data from patients with suspected infection: data-derived physiological trajectories outperform expert assessments when temporal resolution is high.#610315NCBI PubMed Central
• Lung cancer risk prediction using interpretable ensemble models on lifestyle and clinical data#646447PLOS
• Development and validation of venous thrombosis risk prediction model and scale for lung cancer patients in intensive care unit based on interpretable machine learning.#685580NCBI PubMed Central
• Validation and Comparison of Scores for Prediction of RIsk for Post-operative Major Morbidity After Cholecystectomy in Acute Calculous Cholecystitis (SPRIMACC)#848049ClinicalTrials.gov
• Prospective Evaluation of Adventitial Histopathology in Borderline Ascending Aortic Dilatatio#850745ClinicalTrials.gov
• Osteoporotic Vertebral Compression Fracture Cohort Study#994581ClinicalTrials.gov
• CAMI-DM: Development and validation of a multi-algorithm model for in-hospital mortality risk prediction in diabetic patients with acute myocardial infarction — The China acute myocardial infarction registry#437346PLOS
• Multi-Risk-Aware Autonomous Navigation under Uncertainty induced by Personal Light Electric Vehicles#144923HAL (France)
• Development and Pilot Validation of ABHA-O-SHINE: An AI-Ready Oral Health Risk and Insurance Prediction Framework within the Ayushman Bharat Digital Ecosystem#146526bioRxiv / medRxiv
• Correction: Tongue image analysis for accurate prediction of nutritional risk screening in cancer patients during radiochemotherapy: a feature selection network and aliasing attention mechanism approach.#172107NCBI PubMed Central
• Understanding Self-Regulated Learning Behavior Among High and Low Dropout Risk Students During CS1: Combining Trace Logs, Dropout Prediction and Self-Reports#173311arXiv (OAI)
• Informed machine learning models for advancing cardiac disease prognosis#177959Infoscience
• Machine learning-based risk prediction model for postoperative acute kidney injury in surgical patients with chronic kidney disease (CKD): development, validation, and SHAP-based explainability.#220940NCBI PubMed Central
• A prediction model for mortality risk in melioidosis patients based on clinical and laboratory indicators: A single-center retrospective study#368461PLOS
• Construction and validation of a machine learning-based risk prediction model for venous thromboembolism in older adult patients: A multifactorial analysis of 28,231 cases.#388725NCBI PubMed Central
• Data from: A Machine Learning‑Derived CKM‑Specific Aging Index for Risk Stratification and Mortality Prediction in Cardiovascular‑Kidney‑Metabolic Syndrome – Hospital Validation Cohort#398572Figshare
• Human-Centered Design and Iterative Refinement of Tools and Methods to Implement a Surveillance and Risk Prediction System for Clinical Deterioration in Ambulatory Cancer Care.#412362NCBI PubMed Central
• Development and internal validation of an XGBoost-based prognostic prediction model and risk stratification system for overall survival in pediatric neuroblastoma: a SEER-based study.#452868NCBI PubMed Central
• CoPPer Study - Complications of Polycystic Ovary Syndrome (PCOS) Pregnancy: Evaluating Risk#832003ClinicalTrials.gov
• An Exploratory Study on the Prediction of Recurrence Risk of Bipolar Disorder Using Sentiment Analysis Technology Based on Multi-modal Feature Fusion#846366ClinicalTrials.gov
• Development and Validation of Microbiota and Metabolite-based Prediction Model for Recurrence of High-risk Colorectal Polyps After Polypectomy#903895ClinicalTrials.gov
• Evaluation of ChatGPT-5 and Anesthesiologist Predictions of Postoperative Intensive Care Unit Admission Using Preoperative Clinical Data#993715ClinicalTrials.gov
• Unravelling the role of inflammatory markers in coronary artery disease risk via association, mediation and prediction analyses#1053094Europe PMC