Federated Learning Meets a Hard Truth: Stroke Prediction Exposes the Gaps in Privacy-Preserving Healthcare AI
A new Cluster Computing study using stroke prediction shows that federated learning in healthcare will fail unless it confronts severe ...
Tag: clinical prediction
New Risk Score Outperforms KLIC in Predicting Failure of Implant-Sparing Surgery for Joint Infections
A multicentre Spanish study of 224 patients found the widely used KLIC score failed to predict failure of implant-retaining surgery ...
Low Platelets May Not Predict Severe Outcomes in Newborn Sepsis, Study Finds
An exploratory MIMIC-III cohort study found that baseline thrombocytopenia showed no precise independent association with a 48-hour respiratory-support burden endpoint ...
Hospitals Can Now Train AI Together Without Sharing Patient Data
Researchers have developed FedDeepRiskNet++, a federated learning framework that combines differential privacy, homomorphic encryption and adaptive scheduling to let hospitals ...
MRI Scoring System Shows Promise for Telling Benign From Malignant Breast Lesions
Researchers have developed a clinical and MRI-based scoring system that distinguishes benign from malignant non-mass enhancement breast lesions with high ...
AI Reads Brain Waves to Detect Hidden Brain Injury in Critically Ill Children
A prospective pediatric ICU study shows that machine learning applied to EEG background features and clinical data predicts acute cerebral ...
AI Model Spots Muscle-Wasting Syndrome in Gastric Cancer Patients from Routine CT Scans
Researchers have developed a transformer-based multimodal AI model that accurately identifies sarcopenia and severe sarcopenia in gastric cancer patients using ...
Machine Learning Predicts Which Women Will Face Early Ovarian Failure Within Three Years
Researchers in China built an interpretable Random Forest model that predicts which women with diminished ovarian reserve will progress to ...
-
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!