Synthetic Knee MRI T<sub>1p</sub> Maps as an Avenue for Clinical Translation of Quantitative Osteoarthritis Biomarkers
A 2D U-Net was trained to generate synthetic T<sub>1p</sub> maps from T<sub>2</sub> maps for knee MRI to explore the feasibility of domain adaptation for enriching existing datasets and enabling rapid, reliable image reconstruction. The network was developed using 509 healthy...
Main Authors: | Michelle W. Tong, Aniket A. Tolpadi, Rupsa Bhattacharjee, Misung Han, Sharmila Majumdar, Valentina Pedoia |
---|---|
Format: | Article |
Language: | English |
Published: |
MDPI AG
2023-12-01
|
Series: | Bioengineering |
Subjects: | |
Online Access: | https://www.mdpi.com/2306-5354/11/1/17 |
Similar Items
-
Iron Oxide Nanoparticle Uptake in Mouse Brachiocephalic Artery Atherosclerotic Plaque Quantified by T<sub>2</sub>-Mapping MRI
by: Rik P. M. Moonen, et al.
Published: (2021-02-01) -
Advances in MRI of the knee for osteoarthritis /
by: Majumdar, Sharmila, 1961-
Published: (2010) -
MRI Quantitative Evaluation of Muscle Fatty Infiltration
by: Vito Chianca, et al.
Published: (2023-04-01) -
Reliable Off-Resonance Correction in High-Field Cardiac MRI Using Autonomous Cardiac B<sub>0</sub> Segmentation with Dual-Modality Deep Neural Networks
by: Xinqi Li, et al.
Published: (2024-02-01) -
cRGD-Conjugated GdIO Nanoclusters for the Theranostics of Pancreatic Cancer through the Combination of T<sub>1</sub>–T<sub>2</sub> Dual-Modal MRI and DTX Delivery
by: Shengchao Wang, et al.
Published: (2023-08-01)