Large-scale coastal reclamation activities in recent decades have had a significant impact on the sustainability of marine and terrestrial ecosystems. Remote sensing scene classification (RSSC) plays a critical role in environmental monitoring and marine management; however, existing RSSC techniques are underdeveloped...
Kai Zhang, Xin-Lu Wang, Feng Zhang et al.· IEEE Transactions on Geoscie...· 0 citations
Spectral-Proteomic Integration Analysis (SPIA) is introduced, a novel, data-driven integrative framework that systematically links Raman spectroscopic phenotypes with quantitative proteomic profiles through machine learning and statistical correlation, and establishes a powerful, generalizable paradigm for integrating...
The proposed framework demonstrates robust diagnostic performance and provides reliable biomarkers for neurological assessment, and the identified regions and connectivity patterns offer insights into ASD neural mechanisms and potential diagnostic biomarkers.