Results 181 to 190 of about 75,390 (291)

Benchmarking Hybrid CNN‐Transformer Versus Pure Transformer Architectures for Accelerated Hyperpolarized 129Xe MRI Reconstruction

Journal of Magnetic Resonance Imaging, Volume 64, Issue 1, Page 266-280, July 2026.
ABSTRACT Background Hyperpolarized 129Xe MRI faces technical challenges including low signal‐to‐noise ratio and breath‐hold constraints. Current literature focuses on proprietary deep learning methods or image‐domain enhancements. Purpose To present a comprehensive evaluation of transformer and hybrid CNN‐transformer architectures integrating dual ...
Ramtin Babaeipour, Matthew S. Fox, Grace Parraga, Alexei Ouriadov   +3 more
wiley   +1 more source

Hybrid deep learning framework for image restoration in Fso systems affected by log-normal fading. [PDF]

Sci Rep
Soliman FA, Ragab DA, El-Shafai W, Abaza M.   +3 more
europepmc   +1 more source

Video‐Based Rainfall Opportunistic Sensing in Hydrology: A Lightweight Machine Learning Approach

Water Resources Research, Volume 62, Issue 7, July 2026.
Abstract Video‐based rainfall measurement is a frontier topic in opportunistic sensing; however, rapid, accurate, and robust identification of rainfall‐related rain‐streak features from dynamic videos remains a key challenge, especially for monitoring devices with limited computational resources.
Yongcheng Jin, Zhe Zhu, Xinwei Xue, Guangtao Fu, Chi Zhang, Yu Li   +5 more
wiley   +1 more source

Assessment of Deep Learning-Generated Ultra-Widefield Fluorescein Angiography From Fundus Images in Diabetic Retinopathy. [PDF]

Transl Vis Sci Technol
Park SE, Kim JH, Lee SH, Ra H, Baek J.
europepmc   +1 more source

High-Payload and Secure Data Hiding for Medical Images in IoMT-Based eHealth Systems. [PDF]

Sensors (Basel)
Wang Y, Lin Y, Chang CC, Chang CC, Hwang WY.   +4 more
europepmc   +1 more source

Product-of-Gaussian-mixture diffusion models for joint nonlinear MRI reconstruction. [PDF]

J Math Imaging Vis
Nagler L, Zach M, Pock T.
europepmc   +1 more source

PAT-Mamba: Adaptive all-in-one image restoration for photoacoustic tomography via state space model. [PDF]

Photoacoustics
Chen Z, Feng T, Ta D.
europepmc   +1 more source

Boosting underwater image quality: a deep learning approach to denoising and enhancement. [PDF]

Sci Rep
Ali N, Habib M, Ahmad FB, Rehman SU, Guo Y, Alshammari A.   +5 more
europepmc   +1 more source

Super-Resolution Reconstruction of Reservoir Core CT Images via GAN: Advancing Energy Extraction Accuracy. [PDF]

Sensors (Basel)
Lv X, Li Y.
europepmc   +1 more source

MedGAN-SSM: Multimodal brain image synthesis network integration using SSM empowered GAN. [PDF]

iScience
Song T, Wang M, Ren Z, Li W, Zhang J, Li K.   +5 more
europepmc   +1 more source