Accurately measuring biodiversity change remains a central challenge in ecology. Beyond the general idea of quantifying temporal species frequency changes, several sampling‐related biases in data collection remain key methodological challenges to consider. Long‐term standardized ecological data are rare, and most available datasets exhibit considerable
Romain Goury +7 more
wiley +1 more source
mRNALocator-imb: an imbalance-tolerant ensemble framework integrating random forest and transformer for mRNA subcellular localization prediction. [PDF]
Hu J, Liu H, Wang L, Wu H.
europepmc +1 more source
Accelerating MRI With Longitudinally-Informed Latent Posterior Sampling. [PDF]
Urman Y +4 more
europepmc +1 more source
A general study of undersampling problems in Monte Carlo calculations
Various techniques devised to flag undersampling conditions were investigated. Undersampling conditions can often lead to underestimation and a solution which can be significantly smaller than the true solution but the estimate of the standard deviation ...
Vieria, Wilson José
core
A MR Fingerprinting Development Kit for Quantitative 3D Brain Imaging
ABSTRACT Background Magnetic resonance fingerprinting (MRF) is an emerging quantitative imaging technique that enables multiparametric tissue characterization, but its adoption has been hindered by the complexity of data acquisition and post‐processing. These technical and implementation challenges have limited its broader clinical deployment.
Rasim Boyacioglu +11 more
wiley +1 more source
A bearing fault diagnosis method for complex system based on improved extended belief rule base. [PDF]
Yan X, Li N, Nan S, Yu Y, Dai R.
europepmc +1 more source
Rare event detection by progressive clustering undersampling. [PDF]
Abuzeid A, Jolkver E.
europepmc +1 more source
Phase‐Pole‐Free Images and Smooth Coil Sensitivity Maps by Regularized Nonlinear Inversion
ABSTRACT Purpose Phase singularities are a common problem in image reconstruction with auto‐calibrated sensitivities due to an inherent ambiguity of the estimation problem. The purpose of this work is to develop a method for detecting and correcting phase poles in non‐linear inverse (NLINV) reconstruction of MR images and coil sensitivity maps ...
Moritz Blumenthal, Martin Uecker
wiley +1 more source
Accelerating CEST MRI through complementary undersampling and multi-offset transformer reconstruction. [PDF]
Liu H +9 more
europepmc +1 more source
Autonomy for MRI Field Cameras: Synchronization, Self‐Calibration, and Sequence Detection
ABSTRACT Purpose This work aims to provide a workflow for operating NMR field probes in MR scanners independently of pulse programming, scanner TTL trigger pulses and dedicated calibration sequences. Methods An independent timing system and limited prior knowledge about relative probe positions enable synchronous field measurement, probe position ...
Oskar Björkqvist, Klaas P. Pruessmann
wiley +1 more source

