Comment on: CATALYZE: a deep learning approach for cataract assessment and grading on SS-OCT images. [PDF]
Ni J.
europepmc +1 more source
Automatic Respiratory and Bulk Patient Motion Corrected 3D Fetal MRI
ABSTRACT Purpose To develop a framework (ACROBATIC) for correcting motion in 3D radial fetal MRI. Methods Data were simulated (N = 200) and acquired in utero (N = 11, gestational age: 32 ± 2 weeks). Motion due to maternal respiration was estimated by extracting a self‐gating signal and applying focused navigation. Bulk motion was estimated by splitting
Robin Ferincz +8 more
wiley +1 more source
Predicting Zygosity based on physical similarity of twin pairs with the aid of machine learning methods. [PDF]
Abtahi H +3 more
europepmc +1 more source
Coil Sketching for Fast and Efficient 4D Lung MRI Reconstruction
ABSTRACT Purpose To develop and evaluate a memory‐efficient and accelerated reconstruction framework for respiratory‐resolved 4D lung MRI using coil sketching and Toeplitz approximation, enabling high‐quality motion‐compensated low‐rank (MoCo‐LR) reconstructions on clinically accessible GPU hardware.
Joseph W. Plummer +7 more
wiley +1 more source
Rare event detection by progressive clustering undersampling. [PDF]
Abuzeid A, Jolkver E.
europepmc +1 more source
ABSTRACT Purpose To propose a new parallel transmission (pTx) spatial‐spectral (SPSP) pulse design for achieving slab‐selective uniform water‐selective excitation without unwanted out‐of‐slab fat excitation when using bipolar slab‐selective gradients to maintain a sharp slab profile.
Xin Shao +5 more
wiley +1 more source
A cluster-assisted differential evolution-based hybrid oversampling method for imbalanced datasets. [PDF]
Karabiyik MA, Turkoglu B, Asuroglu T.
europepmc +1 more source
ABSTRACT Purpose In multi‐shot EPI, shot‐dependent phase fluctuations can introduce ghost artifacts, undermining advantages for enhancing resolution or reducing distortion, particularly in diffusion scans. Here, a novel self‐navigation strategy based on shift‐invariant kernel extraction is proposed, enabling robust estimation of phase inconsistencies ...
Rui Tian +3 more
wiley +1 more source
A deep residual 1D-CNN with self-attention for fraud transaction detection in virtual economies. [PDF]
Mohammed KK +3 more
europepmc +1 more source
Physics-Based Spatial Oversampling of TROPOMI NO<sub>2</sub> Observations to US Neighborhoods Reveals the Disparities of Air Pollution. [PDF]
Jin X, Merchant Z, Sun K.
europepmc +1 more source

