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Advancing Prognostic Precision in HFpEF: The LIFE-Preserved Risk Prediction Model
CardiologyHFpEFheart failure

Advancing Prognostic Precision in HFpEF: The LIFE-Preserved Risk Prediction Model

By MedXY|Sep 11, 2026

The LIFE-Preserved model accurately predicts short-term and lifetime risks of heart failure hospitalization or cardiovascular death in HFpEF patients, enabling tailored clinical risk stratification and improved management.

Predicting Hypothyroidism After Hemithyroidectomy: Development and Validation of a Clinical Nomogram for Personalized Risk Assessment
Diabetes & EndocrinologyHypothyroidismHemithyroidectomy

Predicting Hypothyroidism After Hemithyroidectomy: Development and Validation of a Clinical Nomogram for Personalized Risk Assessment

By MedXY|Sep 5, 2026

A validated nomogram predicts hypothyroidism risk within 12 months after hemithyroidectomy using clinical and pathological variables, aiding tailored patient counseling and postoperative monitoring.

Harnessing Artificial Intelligence for Early Detection of Ovarian Cancer: Development and Validation of a Predictive Risk Model
AIearly detectionRisk Prediction

Harnessing Artificial Intelligence for Early Detection of Ovarian Cancer: Development and Validation of a Predictive Risk Model

By MedXY|Aug 31, 2026

A novel AI-driven risk prediction model for ovarian cancer demonstrates high accuracy and potential to improve early detection in screening settings.

Optimizing Capillary Ketone Testing Frequency to Predict Short-Term Diabetic Ketoacidosis Risk in Type 1 Diabetes
Diabetes & EndocrinologyCapillary ketone testingdiabetic ketoacidosis

Optimizing Capillary Ketone Testing Frequency to Predict Short-Term Diabetic Ketoacidosis Risk in Type 1 Diabetes

By MedXY|Aug 29, 2026

Weekly well-day capillary ketone testing maintains predictive accuracy for 1-month diabetic ketoacidosis risk, offering a practical and less burdensome monitoring strategy for patients with type 1 diabetes.

Advancing Prognostication in Transthyretin Amyloid Cardiomyopathy: A Machine Learning Risk Prediction Model
Cardiologymachine learningPrognostic Model

Advancing Prognostication in Transthyretin Amyloid Cardiomyopathy: A Machine Learning Risk Prediction Model

By MedXY|Aug 30, 2026

A novel machine learning-based model demonstrates improved risk prediction in transthyretin amyloid cardiomyopathy, surpassing traditional staging systems and supporting personalized patient management.

Refining COPD Exacerbation Risk Categories Enhances Prediction of Future Episodes
RespiratoryCOPDexacerbations

Refining COPD Exacerbation Risk Categories Enhances Prediction of Future Episodes

By MedXY|Aug 20, 2026

A recent study demonstrates that defining COPD exacerbation risk by any moderate or severe event over two years improves prediction accuracy and clinical decision-making compared to the standard one-year criteria.

Artificial Intelligence Enhances Risk Prediction for Postoperative Complications After Tongue Cancer Surgery
AI术后并发症Risk Prediction

Artificial Intelligence Enhances Risk Prediction for Postoperative Complications After Tongue Cancer Surgery

By MedXY|Aug 18, 2026

Machine learning models can effectively predict major 30-day complications following glossectomy for tongue cancer, improving individualized risk assessment over traditional methods.

Evaluating LACE and HOSPITAL Scores for Predicting 30-day Readmissions in a Pakistani Tertiary Care Setting
Internal MedicineRisk PredictionHospital readmissions

Evaluating LACE and HOSPITAL Scores for Predicting 30-day Readmissions in a Pakistani Tertiary Care Setting

By MedXY|Aug 7, 2026

A large retrospective study from Pakistan shows that LACE and HOSPITAL scores have fair accuracy in predicting 30-day readmissions among internal medicine patients, supporting their use in LMIC hospitals to target interventions and improve

Enhancing Risk Prediction After TAVI: The COPD-Augmented R₂CHA₂DS₂-VA Score and Its Prognostic Value
Cardiologycardiovascular outcomesCOPD

Enhancing Risk Prediction After TAVI: The COPD-Augmented R₂CHA₂DS₂-VA Score and Its Prognostic Value

By MedXY|Jul 3, 2026

A novel risk score incorporating COPD and graded renal dysfunction improves prediction of one-year mortality post-TAVI, showing excellent internal validity but requiring external validation before clinical use.

Proteomic Markers Predicting Progression from Impaired Fasting Glucose to Diabetes: Insights from the ARIC Study
Diabetes & Endocrinologydiabetes progressionimpaired fasting glucose

Proteomic Markers Predicting Progression from Impaired Fasting Glucose to Diabetes: Insights from the ARIC Study

By MedXY|Jun 27, 2026

This study identifies six plasma proteins associated with 3-year progression from impaired fasting glucose to diabetes, enhancing risk prediction and offering new mechanistic insights.

Laminopathies: Natural History and Risk Prediction of Heart Failure
Clinical Updatesheart failurelaminopathies

Laminopathies: Natural History and Risk Prediction of Heart Failure

By MedXY|Jun 26, 2026

This review synthesizes recent advances in understanding the natural history of LMNA-related cardiomyopathies and introduces the first validated prediction model for severe heart failure events, enhancing early risk stratification and manag

Digital Sleep-Wake Cycle Metrics and Dementia Prediction in Older Adults
NeurologyaccelerometerDementia

Digital Sleep-Wake Cycle Metrics and Dementia Prediction in Older Adults

By MedXY|May 26, 2026

Wearable accelerometer sleep-wake patterns were linked to later dementia risk in two UK cohorts and modestly improved prediction beyond age and standard risk factors.

Late-Life Stroke in ARIC Was More Often Embolic, and Atrial Disease Explained Much of the Risk
Cardiologyatrial fibrillationischemic stroke

Late-Life Stroke in ARIC Was More Often Embolic, and Atrial Disease Explained Much of the Risk

By MedXY|May 1, 2026

In ARIC, ischemic stroke at age 80 years or older was more often embolic than thrombotic. Atrial fibrillation and left atrial disease explained much of the age effect, and adding embolic factors improved prediction.

New Statistical Model Predicts Chronic ITP in Children at Diagnosis
Hematology-Oncologyimmune thrombocytopeniapediatric hematology

New Statistical Model Predicts Chronic ITP in Children at Diagnosis

By MedXY|Apr 24, 2026

A novel statistical model predicts chronic immune thrombocytopenia (ITP) in children at diagnosis, using age, sex, immunoglobulin levels, and lab values, offering early clinical guidance.

The TIP-CA Model: A Validated Tool to Stratify Cancer Risk in Adult Dermatomyositis Patients
DermatologyDermatomyositisoncology

The TIP-CA Model: A Validated Tool to Stratify Cancer Risk in Adult Dermatomyositis Patients

By MedXY|Mar 4, 2026

Researchers have developed and validated the TIP-CA model, a clinical tool using five key factors—anti-TIF1-γ, ILD absence, poikiloderma, DM subtype, and anemia—to accurately predict malignancy risk in patients with dermatomyositis, enablin

Integrating Metabolomics and Polygenics with SCORE2: A New Frontier in Cardiovascular Risk Stratification
Cardiologycardiovascular diseasemetabolomics

Integrating Metabolomics and Polygenics with SCORE2: A New Frontier in Cardiovascular Risk Stratification

By MedXY|Jan 5, 2026

A large-scale UK Biobank study demonstrates that combining NMR metabolomics, polygenic risk scores, and clinical biomarkers with SCORE2 significantly enhances cardiovascular risk prediction, potentially doubling the number of prevented even

Precision in Prevention: The Role of Prediction-Augmented Shared Decision-Making in Enhancing Lung Cancer Screening Uptake
Clinical Updateslung cancer screeningRisk Prediction

Precision in Prevention: The Role of Prediction-Augmented Shared Decision-Making in Enhancing Lung Cancer Screening Uptake

By MedXY|Dec 29, 2025

This review evaluates the impact of integrating risk-prediction models into shared decision-making for lung cancer screening, focusing on clinical implementation strategies that prioritize high-benefit populations.

Artificial Intelligence-Enabled Prediction of Heart Failure Risk From Single-Lead Electrocardiograms: A Multinational Cohort Review
AIartificial intelligenceECG

Artificial Intelligence-Enabled Prediction of Heart Failure Risk From Single-Lead Electrocardiograms: A Multinational Cohort Review

By MedXY|Dec 5, 2025

This review evaluates AI algorithms predicting heart failure risk from noisy single-lead ECGs, synthesizing evidence from large multinational cohorts, highlighting improved risk stratification with AI-ECG models beyond traditional clinical

Predicting Heart Failure Risk in Women Treated for Breast Cancer: A New Clinical Tool
Cardiologybreast cancerCardio-Oncology

Predicting Heart Failure Risk in Women Treated for Breast Cancer: A New Clinical Tool

By MedXY|Oct 24, 2025

A novel risk prediction model for 10-year heart failure or cardiomyopathy offers tailored cardiac management strategies for women undergoing breast cancer therapy.

Triglyceride Glucose-Waist Height Ratio Index as a Predictor of Cardiometabolic Multimorbidity in Chinese Middle-Aged and Older Adults: Insights from a National Prospective Cohort Study
CardiologyCardiometabolic multimorbidityCentral Adiposity

Triglyceride Glucose-Waist Height Ratio Index as a Predictor of Cardiometabolic Multimorbidity in Chinese Middle-Aged and Older Adults: Insights from a National Prospective Cohort Study

By MedXY|Oct 19, 2025

This study demonstrates that the triglyceride glucose-waist height ratio (TyG-WHtR) index independently predicts cardiometabolic multimorbidity risk in Chinese adults aged ≥45, showing a linear dose-response relationship and improved predic

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