Clinician Assessment Drives CIN2+ Risk Prediction in Colposcopy Referrals
A retrospective study of 879 women found that clinician assessment and routine data drive CIN2+ risk prediction performance, with no ...
Tag: logistic regression
Machine Learning Shows Moderate Discrimination Predicting 30-Day Cerebral Infarction After TIA
In a retrospective study of 270 patients with DWI-negative transient ischemic attack, machine learning models showed moderate discrimination for 30-day ...
Critics Question Statistical Rigor of Elderly Brain Tumor Study
A letter to the editor in the Egyptian Journal of Neurosurgery critiques the statistical power and cohort heterogeneity of a ...
Predictive Model Identifies Key Factors Shaping Cataract Surgery Outcomes in Tanzania
A retrospective cohort study developed a predictive model identifying key factors associated with postoperative visual outcomes following cataract surgery in ...
Blood-based HALP score flags one-year mortality risk after acute ischemic stroke
A retrospective cohort study of 735 emergency department patients with acute ischemic stroke found that lower HALP scores, a composite ...
Deep Learning Model Detects Moderate to Severe Anemia From Routine Chest Radiographs
A deep learning framework using frozen Vision Transformer features from routine chest X-rays detected moderate-to-severe anemia with areas under the ...
New Model Predicts Frailty Risk in Older Diabetic Foot Patients
A new risk screening model validated in 552 older patients identifies ten key factors for predicting frailty in those with ...
CT Radiomics Detects Lung Scarring in Scleroderma Patients as Well as Clinical Data, Small Study Finds
An exploratory study of 67 systemic sclerosis patients found that machine learning models built from HRCT radiomic features detected interstitial ...
Machine Learning Identifies High-Risk Paratransit Drivers in Bangladesh
A new machine learning framework identifies high-risk paratransit drivers in Gazipur, Bangladesh, with logistic regression outperforming complex ensembles in predicting ...
Predictive Machine Learning Evaluates Personalized Training Pathways in Martial Arts Tricking
A proof-of-concept study demonstrates that an interpretable logistic regression model using synthetic data achieved over 81 percent accuracy in predicting ...
-
Mothers who receive childcare support from maternal grandparents show more parental warmth, finds NTU Singapore study
-
University of Seville Breaks 120-Year-Old Mystery, Revises a Key Einstein Concept
-
Bee body mass, pathogens and local climate influence heat tolerance
-
Researchers record first-ever images and data of a shark experiencing a boat strike
-
Groundbreaking Clinical Trial Reveals Lubiprostone Enhances Kidney Function
Embark on a thrilling journey of discovery with Scienmag.com—your ultimate source for cutting-edge breakthroughs. Immerse yourself in a world where curiosity knows no limits and tomorrow’s possibilities become today’s reality!