3 results for "Burhaneddin Yaman"
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Journal Article Full text
Application of Deep Neural Networks as a Prescreening Tool to Assign Individualized Absorption Models in Pharmacokinetic Analysis
A specific model for drug absorption is necessarily assumed in pharmacokinetic (PK) analyses following extravascular dosing. Unfortunately, an inappropriate absorption model may force other model parameters to be poorly estimated. An added complexity arises in population PK analyses when different…
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Journal Article Full text
Self‐supervised learning of physics‐guided reconstruction neural networks without fully sampled reference data
PURPOSE: To develop a strategy for training a physics-guided MRI reconstruction neural network without a database of fully sampled data sets. METHODS: Self-supervised learning via data undersampling (SSDU) for physics-guided deep learning reconstruction partitions available measurements into two…
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Journal Article
fastMRI+, Clinical pathology annotations for knee and brain fully sampled magnetic resonance imaging data
Measurement(s) Pathotology annotations in knee and brain MRI images Technology Type(s) Expert delineation