Combined Compression Cuts Federated Learning Data by 98.87%
The study, published in Discover Electronics, presents a practical framework that achieves a 98.87% reduction in cumulative communication compared to ...
Tag: learning
Study Finds Disconnect Between Nurses’ Competence Attitudes and Actual Practice
A cross-sectional study of 189 hospital nurses in Iran revealed that positive attitudes toward professional competence did not correlate with ...
Machine Learning Reveals Demographic Factors Weakly Predict Antiretroviral Therapy Adherence Barriers
A cross-sectional study in Montreal demonstrates that machine learning models cannot reliably predict antiretroviral therapy adherence barriers from sociodemographic characteristics ...
X Chromosome Signatures Classify Female Lupus in T Cells
Machine learning models trained on X-chromosomal gene expression classify female systemic lupus erythematosus in T cells with performance comparable to ...
Perceived Community Contribution in Science Fairs Linked to Stronger Student Motivation
A study of 577 secondary and early-college science fair participants found that perceived community contribution was positively associated with autonomous ...
Deep Learning Tracks Metabolic Dynamics to Predict Colorectal Surgery Complications
A retrospective multicenter study demonstrates that a multimodal Transformer model tracking inflammatory and metabolic dynamics can stratify postoperative complication risks ...
Ulcerative Colitis Trial Finds Endoscopic Features Add No Value to Treatment Personalization
A causal machine learning analysis of ulcerative colitis trial data found that week-8 endoscopic features did not improve individualized treatment ...
Decentralized Federated Learning Cleans Noisy Labels Using Peer Model Majority Voting
Researchers have introduced a decentralized federated learning framework that corrects noisy training labels across peer-to-peer networks through model-level majority voting ...
Virtual Reality Training Improves Learning Outcomes Across Health Professions Curricula
A systematic review and meta-analysis found that virtual reality training significantly improved objectively assessed learning outcomes across health professions education, ...
Brain MRI Deep Learning Model Accurately Predicts Alzheimer Progression in Chinese Cohort
A deep learning algorithm analyzing structural brain magnetic resonance imaging scans has accurately identified Alzheimer's disease pathology and predicted clinical ...
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Mothers who receive childcare support from maternal grandparents show more parental warmth, finds NTU Singapore study
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University of Seville Breaks 120-Year-Old Mystery, Revises a Key Einstein Concept
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Bee body mass, pathogens and local climate influence heat tolerance
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Researchers record first-ever images and data of a shark experiencing a boat strike
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Groundbreaking Clinical Trial Reveals Lubiprostone Enhances Kidney Function
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