AI‐Driven Cancer Multi‐Omics: A Review From the Data Pipeline Perspective
The exponential growth of cancer multi‐omics data brings opportunities and challenges for precision oncology. This review systematically examines AI's role in addressing these challenges, covering generative models, integration architectures, Explainable AI for clinical trust, clinical applications, and key directions for clinical translation.
Shilong Liu, Shunxiang Li, Kun Qian
wiley +1 more source
An Attention‐Assisted Machine Learning System for Deep Microorganism Image Classification
An attention‐assisted DenseNet201 framework was developed for the classification of eight microorganism classes from microscopic images. The proposed model improved classification performance and achieved an accuracy of 87.38%. Advances in microbiology and environmental health fundamentally depend on precise and timely microorganism identification ...
Yujie Li +6 more
wiley +1 more source
In Silico Characterization of Conserved Epitopes in Alphavirus E2 Proteins: A Promising Approach for Pan-vaccine Design. [PDF]
da Silva Batista U +3 more
europepmc +1 more source
Structural behavior of large diameter prestressed concrete cylinder pipelines subjected to strike-slip faults. [PDF]
Li H, Feng X, Chen S, Song K.
europepmc +1 more source
Unveiling Turbulence-Induced Stress Dynamics in Dented Pipe Using Acoustic Emission and Time-Frequency Analysis. [PDF]
Firdaus SM +3 more
europepmc +1 more source
Effect Mechanism Analysis of Explosion Impact on Physical and Chemical Properties of Steel Pipeline. [PDF]
Nie H +7 more
europepmc +1 more source
Distributed optical fiber acoustic wave sensor detection technology for gangue slurry pipeline conveying blockage. [PDF]
Zhu L +7 more
europepmc +1 more source
Study on disaster-causing probability evaluation of gas pipeline in karst area. [PDF]
Li Q, Zhang P.
europepmc +1 more source
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