risk-stratification

Documents about risk-stratification

• Risk stratification for reoperation outcomes in recurrent or persistent papillary thyroid carcinoma: development and validation of a machine learning model.#610305NCBI PubMed Central
• Body composition assessment for risk stratification of hepatic steatosis in patients with type 2 diabetes and MASLD undergoing osteoporosis screening.#613519NCBI PubMed Central
• Gastric Cancer Precursor Lesions (GCPL) Study#802174ClinicalTrials.gov
• Guilford Genomic Medicine Initiative (GGMI)#812471ClinicalTrials.gov
• Prospective Evaluation of Proclarix® Test to Improve Risk Stratification in Men Scheduled for MpMRI and Prostate Biopsy in Cantonal Hospital Aarau#841966ClinicalTrials.gov
• Risk Stratification of Nodal PTCL#858337ClinicalTrials.gov
• Risk Stratification and MRD-driven Maintenance for MM After ASCT#868448ClinicalTrials.gov
• Risk Stratification Post TAVI Using TEG#900359ClinicalTrials.gov
• Risk Stratification and Heterogeneity for Organ Damage in Acute Diquat Poisoning#904787ClinicalTrials.gov
• Multisystem Predictors of Dynamic Gait Stability Across Fall Risk in Older Adults#351824ODU Digital Commons
• Reliability of a Diabetic Foot Ulcer Risk Stratification and Referral Algorithm#895996ClinicalTrials.gov
• Multi-site observational evaluation of Breast AI™-supported ultrasound risk stratification in breast cancer assessment pathways#928031PLOS
• Evaluation of causal association and risk stratification of body mass index polygenic risk scores with cardiovascular risk factors in African populations#447665WIReDSpace
• The Use of Artificial Intelligence-Enhanced Electrocardiograms in the Chest Pain Clinic to Risk Stratify Patients, Provide Rapid Reassurance and Enable a Low-Cost Clinical Pathway#807357ClinicalTrials.gov
• Genomic Epidemiology to Inform Infection Control and Clinical Decision-Making#167689Harvard DASH
• Integrating frailty and cumulative lipid burden for stroke risk stratification: a machine learning-guided Athero-Frailty Score from the CHARLS cohort.#174560NCBI PubMed Central
• Randomized Controlled Trial on Carotid Atherosclerosis Screening in Asymptomatic Smokers and Hypertensive Adults: Prevalence and Impact on Cardiovascular Prevention#180268ClinicalTrials.gov
• Baseline patient-reported symptom networks and early risk stratification for six-month symptom burden in newly diagnosed glioma: a prospective cohort study.#323130NCBI PubMed Central
• Metabolic Endotypes for Dialysis Risk Stratification in Chronic Kidney Disease Stages G2-G4: A Pragmatic Cluster Analysis Using Routine Laboratory Tests.#368044NCBI PubMed Central
• Performance of five risk stratification tools for paediatric pneumonia against WHO scores using data from the PediCAP trial in sub-Saharan Africa#373580bioRxiv / medRxiv
• Development and external validation of a composite biomarker-based machine learning model for sarcopenia risk stratification in patients with cardiovascular disease.#399710NCBI PubMed Central
• Admission Liver Enzyme Elevation Grade for Risk Stratification in Critically Ill Patients: Development and Internal Validation of an Exploratory Prognostic Model.#409298NCBI PubMed Central
• Predicting HIV viral non-suppression in Uganda: development and validation of machine learning and risk stratification models using routine EMR data.#418335NCBI PubMed Central
• Improved Risk Stratification Prior to Major Pulmonary Resection by Combining Peak Oxygen Uptake and Ventilatory Efficiency in a 9-Field Matrix.#427973NCBI PubMed Central
• Evaluating the Impact of 18F-FDG-PET-CT on Risk Stratification and Treatment Adaptation for Patients with Muscle Invasive Bladder Cancer#444872ClinicalTrials.gov
• Interpretable multimodal machine learning for injury risk stratification in adolescent athletes: integrating kinematic, physiological, and load data with SHAP/LIME explainability.#455202NCBI PubMed Central
• Improved Bowel Preparation Method for Colonoscopy Based on Different Risk Stratification#900165ClinicalTrials.gov
• Preventing Early-Onset Colorectal Cancer in the VA#918317ClinicalTrials.gov
• Machine Learning for Pre-Culture ESBL Risk Stratification to Guide Empiric Antibiotic Selection: A 12-Hospital Study of Enterobacteriaceae Cultures#973584arXiv (All)
• AI-enabled D-dimeromics in precision breast oncology: a transformative framework for the identification, stratification, and prognostication of ultra-high-risk disease phenotypes.#975625NCBI PubMed Central
• Biomarkers Predictive for Cervical Intraepithelial Neoplasia Grade 2 (CIN2) Evolvement#995250ClinicalTrials.gov
• Spectral CT Protocol Optimization for Atherosclerotic Plaque CharacterizatION#1009732ClinicalTrials.gov
• IMPRoving Cardiovascular RiSk Stratification Using T1 Mapping in General populatION#1045273ClinicalTrials.gov
• Risk stratification for in-hospital mortality in sepsis-associated acute kidney injury patients receiving continuous renal replacement therapy: an interpretable, externally validated machine learning study.#292763PubMed
• Risk stratification and anal cancer screening in immunocompetent women with genital HPV: Value of multicentric HSIL and performance of HPV-based screening#347251Dipòsit Digital de la Universitat de Barcelona
• Machine learning-based risk stratification identifies heart failure with preserved ejection fraction as an independent predictor of adverse outcomes in hypertrophic cardiomyopathy.#122804NCBI PubMed Central
• Genome admixture analysis of 1,030 Ugandan infants with neonatal sepsis and hydrocephalus demonstrates geographical stratification of population disease risk#130521Unpaywall
• Multi-output LSTM-based prediction of postoperative delirium: integrating baseline and perioperative data for enhanced risk stratification in older spine surgery patients.#154317NCBI PubMed Central
• SPISE index and ensemble machine learning refine cardiovascular risk stratification in stage 0-3 CKM syndrome.#170808PubMed
• Mapping the last mile: Micro-stratification for sustained visceral leishmaniasis elimination in Bangladesh#172217PLOS
• Systemic inflammation response index as an independent predictor of unfavorable prognosis and its application in risk stratification in patients with aneurysmal subarachnoid hemorrhage.#258345NCBI PubMed Central
• A dual space MRI radiomic network signature for risk stratification and subtyping of mild cognitive impairment#311509Europe PMC
• Pulmonary embolism risk stratification based on vascular network modelling#378061HAL (France)
• Comparison of Cardiovascular Risk Stratification in Young People With Type 1 Diabetes by Coronary Calcium Score to ESC/ESA2019 Recommendations#387289ClinicalTrials.gov
• Development and prospective validation of a machine learning model for risk stratification of drug-induced liver injury using real-world clinical data.#406421NCBI PubMed Central
• A retrospective comparative study of ChatGPT-5.4 and DeepSeek-VL2 for C-TIRADS-based risk stratification of thyroid nodules on ultrasound images.#437033NCBI PubMed Central
• A generative AI multi-agent framework with integrated XAI governance for cancer diagnostics: from multi-omics interpretation to lifestyle risk stratification.#465150NCBI PubMed Central
• PREDICTIVE UTILITY OF MONOCYTE CHEMOATTRACTANT PROTEIN-1 (MCP-1) AND D-DIMER IN RISK STRATIFICATION OF SEPSIS: A PROSPECTIVE COHORT STUDY#619356CyberLeninka
• Sudden cardiac arrest: Limitations in risk-stratification and treatment, and the potential for digital technologies and artificial intelligence to improve prediction and outcomes.#174717NCBI PubMed Central
• Radiomics‐based assessment of portal hypertension severity and risk stratification of cirrhotic patients using routine CT scans#206100ISTA Publications