A survey of transformer-based architectures in medical image analysis: models, applications, and challenges. [PDF]
Ansari S +7 more
europepmc +1 more source
A Practical Noise2Noise Denoising Pipeline for High‐Throughput Raman Spectroscopy
A lightweight and reproducible denoising pipeline for high‐throughput Raman spectroscopy is introduced, based on a 1D convolutional autoencoder trained with a Noise2Noise strategy. Using only repeated short‐exposure acquisitions, the method suppresses stochastic noise without reference spectra, enabling reliable spectral reconstruction while preserving
David Martin‐Calle +5 more
wiley +1 more source
SegFormer-based segmentation approach for landscape planning and overhead remote sensing image analysis. [PDF]
Liao S.
europepmc +1 more source
HiGATE: hierarchical graph attention for multi-scale tissue encoder in computational pathology. [PDF]
Dad I, He J, Shen T.
europepmc +1 more source
Frequency-aware transformer networks for robust and generalizable EEG-based seizure detection. [PDF]
Gamal M, Abdel-Wanes M.
europepmc +1 more source
Functional compartmentalization of the anconeus: A three-dimensional study of muscle morphology and innervation patterns. [PDF]
McGee JG, Amara C, Tran J, Agur AMR.
europepmc +1 more source
Blockchain-enabled digital twin systems in healthcare: a systematic scoping review of architectural integration, privacy, governance, ethical challenges, and regulatory solutions under GDPR and HIPAA. [PDF]
Shaikh MF +4 more
europepmc +1 more source
AI models of unstable flow exhibit hallucination. [PDF]
Wibawa R, Jha B.
europepmc +1 more source

