Results 201 to 210 of about 45,910 (264)
Cross‐Site Generalization of CNN‐Based B1+$$ {B}_1^{+} $$ Mapping in UHF MRI
The study demonstrates that CNN%‐based B1+$$ {B}_1^{+} $$ mapping transfers across sites with only moderate accuracy loss: while on‐site RMSEs were as low as ~3%, cross‐site predictions increased errors but remained qualitatively robust. Despite these deviations, cross‐site maps successfully enabled dynamic 4kT‐points pulses, achieving flip‐angle ...
Kimon Hadjikiriakos +13 more
wiley +1 more source
Editorial: Machine learning and applied neuroscience, volume II. [PDF]
Dos Santos WP +3 more
europepmc +1 more source
DEEP‐DISORDER: Motion Correction in 3D MRI via Segment Reconstruction and Registration
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 +7 more
wiley +1 more source
Generalization bounds for a generator-regularized InfoGAN-inspired adversarial objective. [PDF]
Hasan M, Muia MN, Islam MM.
europepmc +1 more source
ABSTRACT Personal autonomous vehicles can sense their surrounding environment, plan their route, and drive with little or no involvement of human drivers. Despite the latest technological advancements and the hopeful announcements made by leading entrepreneurs, to date no personal vehicle is approved for road circulation in a “fully” or “semi ...
Xingshuai Dong +13 more
wiley +1 more source
Super-resolution reconstruction of industrial PET images using a prior-knowledge-based generative adversarial network. [PDF]
Zhu M, Zhao M, Yao M.
europepmc +1 more source
AI‐Enabled Imaging for Pathogen Detection Under Stress Conditions: A Systematic Review
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 +3 more
wiley +1 more source
Generative Models for Medical Image Creation and Translation: A Scoping Review. [PDF]
Pang H +8 more
europepmc +1 more source
Abstract An important development in the study of face impressions was the introduction of dominance and trustworthiness as the primary and potentially orthogonal traits judged from faces. We test competing predictions of recent accounts that address evidence against the independence of these judgements. To this end we develop a version of recent ‘deep
Adam Sobieszek +2 more
wiley +1 more source
Novel molecule design with POWGAN, a policy-optimized Wasserstein generative adversarial network. [PDF]
Macedo B, Vaz IR, Gomes TT.
europepmc +1 more source

