Results 141 to 150 of about 56,033 (246)

Deep Learning Reconstruction Enables Diagnostic‐Quality 0.4T Knee and Spine MRI in One‐Third of the Time

NMR in Biomedicine, Volume 39, Issue 5, May 2026.
The deep learning model CIRIM successfully accelerated knee and spine data up to an acceleration factor of 3, after optimizing the undersampling mask and loss function. The model demonstrated robustness and generalizability to different contrasts, matrix sizes, orientations, and anatomies. ABSTRACT There has been a growing interest in low‐field MRI due
Daisy M. van den Berg, Rosario Varriale, Fabrizio Ferrando, Paolo Traverso, Luca Balbi, Giacomo Belgiorno, Kerensa Beekman, Laura Kox, Gustav J. Strijkers, Matthan W. A. Caan   +9 more
wiley   +1 more source

A geometric function theoretic approach to MRI distortion correction using Miller Ross Poisson series. [PDF]

Sci Rep
Manoj S, Keerthi BS.
europepmc   +1 more source

DEEP‐DISORDER: Motion Correction in 3D MRI via Segment Reconstruction and Registration

NMR in Biomedicine, Volume 39, Issue 5, May 2026.
This work presents a retrospective motion correction framework for 3D MRI. A motion‐corrupted acquisition is split into tiny k‐space segments, and for each a neural network reconstructs a rough anatomical image. These reconstructions are aligned using groupwise registration, yielding one set of estimated motion parameters per segment.
Laurens Beljaards, Martijn Nagtegaal, Chinmay Rao, Yiming Dong, Matthias J. P. van Osch, Nicola Pezzotti, Mariya Doneva, Marius Staring   +7 more
wiley   +1 more source

From Controlled Scenarios to the Real World: Cross-Domain Degradation Pattern Matching for All-in-One Image Restoration. [PDF]

Research (Wash D C)
Fan J, Liao C, Xie E, Guo D, Gou X, Wei D, Hu J, Lin Y.   +7 more
europepmc   +1 more source

AI‐Enabled Imaging for Pathogen Detection Under Stress Conditions: A Systematic Review

Comprehensive Reviews in Food Science and Food Safety, Volume 25, Issue 3, May 2026.
ABSTRACT Advances in pathogen detection that incorporate artificial intelligence (AI) may capture microbial signals under challenging environmental conditions that traditional methods miss. This systematic review evaluates the application, performance, and methodological characteristics of AI‐enabled imaging for pathogen detection, including its impact
MeiLi Papa, Gillian Kuehnle, Yoo Jung (Erika) Oh, Jiyoon Yi   +3 more
wiley   +1 more source

A robust deep learning approach for impulse noise filtering using hybrid auto-encoder with fuzzy median filter. [PDF]

PLoS One
Naeem M, Bhatti SM, Rashid M, Jaffar A, Akram S, Fida B, Ahmad A.   +6 more
europepmc   +1 more source

Short‐Term Forecasting of Cloud Physical Properties Based on Fourier Neural Operator Method

Geophysical Research Letters, Volume 53, Issue 8, 28 April 2026.
Abstract Accurately understanding the evolution and development of cloud physical properties (CPP) in advance is crucial for extreme weather forecasting and early warning. This study utilized the Fourier neural operator (FNO) method to develop a short‐term forecasting model of Cloud (Cloud‐FNO).
Feng Zhang, Xin Hong, Zhijun Zhao, Zeyu Gan, Pengxiang Ouyang, Haixia Xiao, Renhe Zhang, Xujun Wei, Miao Cai, Feng Lu   +9 more
wiley   +1 more source

Force-controlled robotic ultrasound elastography enhances diagnostic consistency for thyroid nodules. [PDF]

Insights Imaging
Yan T, Le X, Xie L, Qiu X, Cheng D, Pei C, Hu L.   +6 more
europepmc   +1 more source

Comparative study of wavelet transform and Fourier domain filtering for medical image denoising. [PDF]

Sci Rep
Saif MA, Mughalles BM, Loqman IGH.
europepmc   +1 more source

GAN-based bone suppression using a combined loss function. [PDF]

Front Artif Intell
Jochymek L, Vašinková M, Doleží V, Gajdoš P.   +3 more
europepmc   +1 more source