Results 251 to 260 of about 254,480 (307)

Methods for Uncertainty Quantification in Dictionary Matching to Advance Reliability of Quantitative MRI

open access: yesMagnetic Resonance in Medicine, EarlyView.
ABSTRACT Aims Purpose: Dictionary matching is a standard tool in quantitative MRI (qMRI), but typically lacks uncertainty quantification (UQ). This is critical when advanced reconstructions (e.g., compressed sensing, deep learning) introduce complex‐valued, spatially varying, and temporally correlated noise that violates standard assumptions of ...
Brian Toner   +7 more
wiley   +1 more source

Denoising of ASL Data Using Deep Learning Priors Generated From Distribution Remapping

open access: yesMagnetic Resonance in Medicine, EarlyView.
ABSTRACT Purpose To develop an effective deep learning (DL)–based method to denoise arterial spin labeling (ASL) data. Methods Conventional DL–based ASL denoising methods often suffer from overfitting and poor generalization when training data are limited.
Ziyang Xu   +9 more
wiley   +1 more source

Helixer: ab initio prediction of primary eukaryotic gene models combining deep learning and a hidden Markov model. [PDF]

open access: yesNat Methods
Holst F   +13 more
europepmc   +1 more source

Hidden Markov model for acoustic pesticide exposure detection and hive identification in stingless bees. [PDF]

open access: yesPLoS One
Otesbelgue A   +5 more
europepmc   +1 more source

[Markov modeling].

open access: yesTidsskrift for den Norske laegeforening : tidsskrift for praktisk medicin, ny raekke, 2015
openaire   +1 more source

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