Enhancing knee osteoarthritis detection with AI, image denoising, and optimized classification methods and the importance of physical therapy methods. [PDF]
Bugday B +3 more
europepmc +1 more source
Motion Mitigation Techniques for Abdominal and Cardiac MR Imaging
ABSTRACT MRI of the heart and abdominal organs provides unparalleled soft tissue contrast and quantitative biomarkers, yet remains highly susceptible to physiological motion. Contractions of the myocardium, respiratory excursions, peristalsis, vascular pulsatility, and unpredictable bulk patient movement generate artifacts that impair image quality ...
Eric M. Schrauben +3 more
wiley +1 more source
Noise-aware dynamic image denoising and positron range correction for Rubidium-82 cardiac PET imaging via self-supervision. [PDF]
Xie H +16 more
europepmc +1 more source
ABSTRACT Background Dysfunction of cerebral perforating arteries is a major contributor to cerebral small vessel disease. Developing a reliable MRI technique for assessing cerebral perforating arteries on widely accessible 3T systems would be advantageous.
Jianing Tang +7 more
wiley +1 more source
Integrating Kalman filter noise residue into U-Net for robust image denoising: the KU-Net model. [PDF]
Soniya S, Sriharipriya KC.
europepmc +1 more source
Cardiac MR Fingerprinting at 0.55T Using a Deep Image Prior for Joint T1, T2, and M0 Mapping
ABSTRACT Background 0.55T systems offer unique advantages and may support expanded access to cardiac MRI. Purpose To assess the feasibility of 0.55T cardiac MR Fingerprinting (MRF), leveraging a deep image prior reconstruction to mitigate noise. Study Type Phantom and prospective in vivo assessment.
Zhongnan Liu +9 more
wiley +1 more source
Correction to: Deep learning-based PET image denoising and reconstruction: a review. [PDF]
Hashimoto F +5 more
europepmc +1 more source
Abstract Background Children with congenital heart disease are at risk for poor neurodevelopment. The gut microbiome may influence neurodevelopmental outcomes through the gut‐brain axis. This study investigated the association of early‐life gut microbiome with neurodevelopmental outcomes.
Michael P. Fundora +11 more
wiley +1 more source
Ultrasound image denoising autoencoder model based on lightweight attention mechanism. [PDF]
Shi L, Di W, Liu J.
europepmc +1 more source
Dextran sodium sulfate confounds causal role of periodontitis in inflammatory bowel disease
Abstract Background Emerging evidence supports a bidirectional link between periodontitis and inflammatory bowel disease (IBD). To investigate this relationship, experimental models commonly use dextran sodium sulfate (DSS) to induce colitis. However, DSS is presumed to selectively affect the colon, and its potential off‐target effects on the oral ...
Himanshi Tanwar +11 more
wiley +1 more source

