STRIDE: A Sequencing Depth Robust Metric for Sparse Chromosome Conformation Capture Data Comparison
A mean first passage time (MFPT)‐based representation transforms sparse Hi‐C contact maps into robust topological representations, preserving biologically meaningful chromatin features and facilitating robust analysis of TADs, chromatin loops, differential chromatin contacts, and sparse single‐cell Hi‐C data.
Bingxiang Xu +4 more
wiley +1 more source
ReLink: Reliable Deep Learning for Microscopic Motion Tracking
ReLink enables reliable trajectory linking in single‐particle tracking by integrating physics‐informed motion statistics with confidence‐based adaptive filtering. Across diverse simulated and experimental conditions, ReLink robustly reconstructs trajectories and preserves the fidelity of downstream analyses, enabling accurate characterization of ...
Yuan Jiang +7 more
wiley +1 more source
Artificial Intelligence for Fluorite Ferroelectric Materials: From Discovery to Optimization
Artificial intelligence accelerates the discovery and optimization of HfO2‐based fluorite ferroelectrics by linking synthesis, structure, properties, and device performance. Machine learning, deep‐learning analysis, and AI‐driven atomistic modeling enable predictive design, dopant screening, and closed‐loop optimization toward next‐generation ...
Faizan Ali +3 more
wiley +1 more source
Semantic Mapping of Public Health Legislation and Emergency Legal Responses Using Natural Language Processing Techniques. [PDF]
Wang D, Guan Z, Wu B.
europepmc +1 more source
Bearing Single-Source Domain Generalization Fault Diagnosis Method Based on Adaptive Frequency-Domain Augmentation and Unsupervised Contrastive Learning. [PDF]
Deng K, Qu P.
europepmc +1 more source
Open dataset and deep learning model for intelligent diagnosis of neonatal respiratory distress syndrome and aspiration syndrome in newborns. [PDF]
Wu J, Xu Z, Yang R, Zhu B, Zhan Y.
europepmc +1 more source
Multi-class, unsupervised detection and classification of biological and anthropogenic sounds in coral reefs. [PDF]
Duane D +5 more
europepmc +1 more source
Cross-variability decoding for motor imagery EEG signals: a comprehensive review. [PDF]
Wang L, Zhou Y, Wang P, Ma X, Zhou S.
europepmc +1 more source
An Unsupervised Deep Learning Framework for Quantitative Breast Density Estimation from Mammograms. [PDF]
Alhusari K, Dhou S.
europepmc +1 more source

