AIMC Topic: Algorithms

Clear Filters Showing 491 to 500 of 26978 articles

Time-series visual representations for sleep stages classification.

PloS one May 21, 2025
Polysomnography is the standard method for sleep stage classification; however, it is costly and requires controlled environments, which can disrupt natural sleep patterns. Smartwatches offer a practical, non-invasive, and cost-effective alternative ...
Neural Networks, Computer Algorithms Humans Male Polysomnography Sleep Stages Female Adult
View on PubMed DOI

Taco-DDI: accurate prediction of drug-drug interaction events using graph transformer-based architecture and dynamic co-attention matrices.

Neural networks : the official journal of the International Neural Network Society May 20, 2025
Drug-drug interactions (DDIs) are critical in pharmaceutical research, as adverse interactions can pose significant risks for patient treatment plans. Accurate prediction of DDI events risk levels can provide valuable guidance for designing safer and...
Algorithms Drug Interactions Neural Networks, Computer Machine Learning Humans
View on PubMed DOI

Assessing Physiological Stress Responses in Student Nurses Using Mixed Reality Training.

Sensors (Basel, Switzerland) May 20, 2025
This study explores nursing students' stress responses while they are being trained in a mixed reality (MR) setting that replicates highly stressful clinical scenarios. Using measurements of physiological indices such as heart rate, electrodermal act...
Humans Machine Learning Algorithms Female Heart Rate Stress, Physiological Skin Temperature Galvanic Skin Response Students, Nursing Adult Stress, Psychological Male
View on PubMed DOI

Enhancing ERα-targeted compound efficacy in breast cancer threapy with ExplainableAI and GeneticAlgorithm.

PloS one May 20, 2025
Breast cancer remains a major cause of mortality among women globally, driving the need for advanced therapeutic solutions. This study presents a novel, comprehensive methodology integrating explainable artificial intelligence (AI), machine learning ...
Female Breast Neoplasms Antineoplastic Agents Estrogen Receptor alpha Machine Learning Algorithms Humans Artificial Intelligence
View on PubMed DOI

SwinFishNet: A Swin Transformer-based approach for automatic fish species classification using transfer learning.

PloS one May 20, 2025
The fish market is a crucial industry for both domestic economies and the global seafood trade. Accurate fish species classification (FSC) plays a significant role in ensuring sustainability, improving food safety, and optimizing market efficiency. T...
Deep Learning Image Processing, Computer-Assisted Algorithms Animals Fishes Seafood
View on PubMed DOI

Assessing the generalization capabilities of TCR binding predictors via peptide distance analysis.

PloS one May 20, 2025
Understanding the interaction between T Cell Receptors (TCRs) and peptide-bound Major Histocompatibility Complexes (pMHCs) is crucial for comprehending immune responses and developing targeted immunotherapies. While recent machine learning (ML) model...
Humans Machine Learning Receptors, Antigen, T-Cell Protein Binding Algorithms Peptides
View on PubMed DOI

Path planning algorithm for logistics autonomous vehicles at Cainiao stations based on multi-sensor data fusion.

PloS one May 20, 2025
Efficient path planning and obstacle avoidance in a complex and dynamic environment is one of the key challenges of unmanned vehicle logistics distribution, especially in the logistics scene of Cainiao Station, which involves crowded communities and ...
Unmanned Aerial Devices Humans Neural Networks, Computer Algorithms Models, Theoretical
View on PubMed DOI

Adaptive Diversity Induced Reweighting for long-tailed classification.

Neural networks : the official journal of the International Neural Network Society May 19, 2025
Real-world large-scale data often exhibit a long-tailed distribution, making a classifier difficult to generalize well on tail categories. A straightforward and effective approach to tackling this issue is reweighting. Traditionally, the weight of a ...
Algorithms Humans Neural Networks, Computer
View on PubMed DOI

Dual-structure community preserving network embedding.

Neural networks : the official journal of the International Neural Network Society May 19, 2025
Network embedding, an effective method for learning low-dimensional representations of nodes, plays a crucial role in various network learning scenarios. However, existing network embedding learning methods fail to learn node embeddings from the pers...
Neural Networks, Computer Humans Algorithms Machine Learning
View on PubMed DOI

S2LIC: Learned image compression with the SwinV2 block, Adaptive Channel-wise and Global-inter attention Context.

Neural networks : the official journal of the International Neural Network Society May 19, 2025
Recently, deep learning technology has been successfully applied in the field of image compression, leading to superior rate-distortion performance. It is crucial to design an effective and efficient entropy model to estimate the probability distribu...
Deep Learning Image Processing, Computer-Assisted Neural Networks, Computer Algorithms Entropy Humans Attention Data Compression
View on PubMed DOI
Popular Topics
Recent Journals