AIMC Topic: Algorithms

Clear Filters Showing 291 to 300 of 26929 articles

Multivariate and Machine Learning-Derived Virtual Staining and Biochemical Quantification of Cancer Cells through Raman Hyperspectral Imaging.

Analytical chemistry Jun 11, 2025
Advances in virtual staining and spatial omics have revolutionized our ability to explore cellular architecture and molecular composition with unprecedented detail. Virtual staining techniques, which rely on computational algorithms to map molecular ...
Staining and Labeling Spectrum Analysis, Raman Lipids Algorithms Cell Line, Tumor Collagen Hyperspectral Imaging Multivariate Analysis Principal Component Analysis Least-Squares Analysis Neural Networks, Computer Machine Learning Humans
View on PubMed DOI

Generative AI for predictive breeding: hopes and caveats.

TAG. Theoretical and applied genetics. Theoretische und angewandte Genetik Jun 11, 2025
Among the broad area of artificial intelligence (AI), generative AI algorithms have emerged as a revolutionary technology able to produce highly realistic 'synthetic' data, akin to standard simulation but with fewer contraints. The main focus of gene...
Genotype Models, Genetic Phenotype Plant Breeding Computer Simulation Artificial Intelligence Algorithms
View on PubMed DOI

Advancing artificial intelligence applicability in endoscopy through source-agnostic camera signal extraction from endoscopic images.

PloS one Jun 11, 2025
INTRODUCTION: Successful application of artificial intelligence (AI) in endoscopy requires effective image processing. Yet, the plethora of sources for endoscopic images, such as different processor-endoscope combinations or capsule endoscopy devices...
Image Processing, Computer-Assisted Humans Capsule Endoscopy Artificial Intelligence Algorithms Endoscopy
View on PubMed DOI

A novel approach combining YOLO and DeepSORT for detecting and counting live fish in natural environments through video.

PloS one Jun 11, 2025
Applying Artificial Intelligence (AI) to the monitoring of live fish in natural environments represents a promising approach to the sustainable management of aquatic resources. Detecting and counting fish in water through video analysis is crucial fo...
Video Recording Artificial Intelligence Coral Reefs Image Processing, Computer-Assisted Environmental Monitoring Fishes Algorithms Animals
View on PubMed DOI

Tailored knowledge distillation with automated loss function learning.

PloS one Jun 11, 2025
Knowledge Distillation (KD) is one of the most effective and widely used methods for model compression of large models. It has achieved significant success with the meticulous development of distillation losses. However, most state-of-the-art KD loss...
Machine Learning Algorithms Knowledge Distillation Learning Humans Neural Networks, Computer
View on PubMed DOI

Identifying determinants of under-5 mortality in Bangladesh: A machine learning approach with BDHS 2022 data.

PloS one Jun 11, 2025
BACKGROUND: Under-5 mortality in Bangladesh remains a critical indicator of public health and socio-economic development. Traditional methods often struggle to capture the complex, non-linear relationships influencing under-5 mortality. This study le...
Bangladesh Child Mortality Infant Mortality Adult Male Child, Preschool Health Surveys Infant Algorithms Humans Female Infant, Newborn Machine Learning
View on PubMed DOI

Non-end-to-end adaptive graph learning for multi-scale temporal traffic flow prediction.

PloS one Jun 11, 2025
Accurate traffic flow prediction is vital for intelligent transportation systems but presents significant challenges. Existing methods, however, have the following limitations: (1) insufficient exploration of interactions across different temporal sc...
Neural Networks, Computer Machine Learning Transportation Algorithms Humans
View on PubMed DOI

Chinese medical named entity recognition based on multimodal information fusion and hybrid attention mechanism.

PloS one Jun 11, 2025
Chinese Medical Named Entity Recognition (CMNER) seeks to identify and extract medical entities from unstructured medical texts. Existing methods often depend on single-modality representations and fail to fully exploit the complementary nature of di...
East Asian People Natural Language Processing Algorithms China Humans
View on PubMed DOI

Machine learning driven biomarker selection for medical diagnosis.

PloS one Jun 11, 2025
Recent advances in experimental methods have enabled researchers to collect data on thousands of analytes simultaneously. This has led to correlational studies that associated molecular measurements with diseases such as Alzheimer's, Liver, and Gastr...
Humans Biomarkers Sensitivity and Specificity Logistic Models Machine Learning Algorithms
View on PubMed DOI

SCATrans: semantic cross-attention transformer for drug-drug interaction predication through multimodal biomedical data.

BMC bioinformatics Jun 10, 2025
Predicting potential drug-drug interactions (DDIs) from biomedical data plays a critical role in drug therapy, drug development, drug regulation, and public health. However, it remains challenging due to the large number of possible drug combinations...
Drug Interactions Semantics Deep Learning Computational Biology Humans Algorithms
View on PubMed DOI
Popular Topics
Recent Journals