Gene Expression Score Predicts Survival in Myelofibrosis
A 24-gene signature derived from stem cells identifies high-risk patients missed by current clinical and mutation-based scoring systems.
Carotid Doppler Parameters Predict Return of Spontaneous Circulation During CPR
Waveform-derived metrics like velocity time integral show high predictive value for resuscitation success in emergency department patients.
CT Metrics Predict Benralizumab Response in Severe Asthma
Quantitative imaging of small airway disease and sinus opacification identifies responders more accurately than blood eosinophil counts.
Nomogram Predicts Short-Term Palliative Survival Using CRP, eGFR, and Functional Status
A new prognostic tool shows high specificity and sensitivity for estimating 30, 60, and 90-day mortality in end-stage patients.
ProVent Score Predicts One-Year Mortality at Day Seven of Ventilation
A retrospective study of 1,344 ICU patients shows the ProVent score remains accurate when applied earlier than the standard 14-day mark.
Hybrid Deep Learning Model Predicts 24-Hour Sepsis Mortality Using Treatment Response
A lightweight architecture integrating vasopressor titration and urine output achieves high negative predictive value for short-term risk.
Clinical Milestones Predict Survival in Multiple System Atrophy
A study of 555 patients identifies late-stage markers and time-dependent prognostic factors to guide clinical management.
PREVENT and SCORE2 Equations Accurately Predict Global Cardiovascular Risk
A validation study of 6.4 million people confirms these risk models perform well across North America, Europe, and Asia.
Clinical Models Improve Pediatric Referral Accuracy in Southeast Asia
New triage tools utilizing pulse oximetry and sTREM1 show higher sensitivity for severe febrile illness than current WHO standards.
Early IL-6 Levels Predict Sepsis-Induced Coagulopathy with High Specificity
Day 1 interleukin-6 concentrations above 5,571 pg/mL identify patients at high risk for disseminated intravascular coagulation.
Automated Model Predicts Surgical Complications Across 14 Health Systems
A multicenter analysis of 508,097 encounters shows high accuracy in predicting ICU admission, kidney injury, and in-hospital mortality.
Radiomics Predicts Survival in Colorectal Liver Metastases Treated with TACE
Machine learning models using baseline imaging intensity and longitudinal changes stratify survival risk and identify lesion response.