AIMC Topic: Algorithms

Clear Filters Showing 631 to 640 of 27756 articles

Charting γ-secretase substrates by explainable AI.

Nature communications Jul 1, 2025
Proteases recognize substrates by decoding sequence information-an essential cellular process elusive when recognition motifs are absent. Here, we unravel this problem for γ-secretase, an intramembrane-cleaving protease associated with Alzheimer's di...
Alzheimer Disease Amyloid Precursor Protein Secretases Algorithms Protein Binding Substrate Specificity Humans Machine Learning
View on PubMed DOI

Enhancing the YOLOv8 model for realtime object detection to ensure online platform safety.

Scientific reports Jul 1, 2025
In today's digital environment, effectively detecting and censoring harmful and offensive objects such as weapons, addictive substances, and violent content on online platforms is increasingly important for user safety. This study introduces an Enhan...
Internet Safety Algorithms Deep Learning Humans
View on PubMed DOI

A highly generalized federated learning algorithm for brain tumor segmentation.

Scientific reports Jul 1, 2025
Brain image segmentation plays a pivotal role in modern healthcare by enabling precise diagnosis and treatment planning. Federated Learning (FL) enables collaborative model training across institutions while safeguarding sensitive patient data. The i...
Machine Learning Magnetic Resonance Imaging Algorithms Brain Neoplasms Federated Learning Humans Image Processing, Computer-Assisted Artificial Intelligence
View on PubMed DOI

Anterior cruciate ligament tear detection based on Res2Net modified by improved Lévy flight distribution.

Scientific reports Jul 1, 2025
Anterior Cruciate Ligament (ACL) tears are common in sports and can provide noteworthy health issues. Therefore, accurately diagnosing of tears is important for the early and proper treatment. However, traditional diagnostic methods, such as clinical...
Anterior Cruciate Ligament Injuries Algorithms Anterior Cruciate Ligament Female Deep Learning Humans Magnetic Resonance Imaging Male Neural Networks, Computer
View on PubMed DOI

Experimentally profiling dielectric properties of Escherichia coli and Staphylococcus aureus by movement velocity and force.

Scientific reports Jul 1, 2025
The gradual research in integrating artificial intelligence in the Dielectrophoresis system is rapid since the evolution of AI in every aspect of technology since the early 2020s. The benefits of AI integration into DEP systems include improving posi...
Staphylococcus aureus Electrophoresis Movement Algorithms Escherichia coli
View on PubMed DOI

Data augmentation of time-series data in human movement biomechanics: A scoping review.

PloS one Jul 1, 2025
BACKGROUND: The integration of machine learning and deep learning methodologies has transformed data analytics in biomechanics. However, the field faces challenges such as limited large-scale data sets, high data acquisition costs, and restricted par...
Biomechanical Phenomena Deep Learning Machine Learning Algorithms Movement Humans
View on PubMed DOI

BHGNN-RT: Capturing bidirectionality and network heterogeneity in graphs.

PloS one Jul 1, 2025
Graph neural networks (GNNs) have shown great promise for representation learning on complex graph-structured data, but existing models often fall short when applied to directed heterogeneous graphs. In this study, we proposed a novel embedding metho...
Neural Networks, Computer Algorithms Humans Computer Graphics
View on PubMed DOI

GCN-based unsupervised community detection with refined structure centers and expanded pseudo-labeled set.

PloS one Jul 1, 2025
Community detection is a classical problem for analyzing the structures of various graph-structured data. An efficient approach is to expand the community structure from a few structure centers based on the graph topology. Considering them as pseudo-...
Neural Networks, Computer Algorithms Humans
View on PubMed DOI

Usability of machine learning algorithms based on electronic health records for the prediction of acute kidney injury and transition to acute kidney disease: A proof of concept study.

PloS one Jul 1, 2025
BACKGROUND: Acute kidney injury (AKI) and acute kidney disease (AKD) are frequent complications of hospitalization, resulting in reduced outcomes and increased cost burden. However, these conditions are only sometimes recognized and promptly treated....
Female Male Hospitalization Aged Middle Aged Acute Kidney Injury Adult Humans Proof of Concept Study Algorithms Electronic Health Records Machine Learning Retrospective Studies
View on PubMed DOI

A fast (CNN + MCWS-transformer) based architecture for protein function prediction.

Statistical applications in genetics and molecular biology Jul 1, 2025
The transformer model for sequence mining has brought a paradigmatic shift to many domains, including biological sequence mining. However, transformers suffer from quadratic complexity, i.e., O( ), where is the sequence length, which affects the tra...
Databases, Protein Computational Biology Neural Networks, Computer Sequence Analysis, Protein Proteins Algorithms
View on PubMed DOI
Popular Topics
Recent Journals