Application of Magnetic Resonance to Assess Lyophilized Drug Product Reconstitution.

Thomas A PartridgeMahammad AhmedSureshkumar B ChoudharyChristopher F van der WalleSajal M PatelSteven M BishopMick D Mantle

Published in: Pharmaceutical research (2019)

T2 relaxation time distributions (whose interpretation is validated from the 2D 1H MR images) provides a quick and effective framework to build objective, quantitative descriptors of the reconstitution process that facilitate the interpretation of subjective visual observations currently adopted as the standard practice industry.

Keyphrases

magnetic resonance
contrast enhanced
primary care
healthcare
deep learning
convolutional neural network
high resolution
optical coherence tomography
single molecule
quality improvement
magnetic resonance imaging
emergency department
computed tomography
adverse drug
machine learning
monte carlo
physical activity