Adaptive Sampling of k-Space in Magnetic Resonance for Rapid Pathology Prediction

CY Yen, R Singhal, U Sharma, R Ranganath… - arXiv preprint arXiv …, 2024 - arxiv.org
Magnetic Resonance (MR) imaging, despite its proven diagnostic utility, remains an
inaccessible imaging modality for disease surveillance at the population level. A major factor …

The MRI Scanner as a Diagnostic: Image-Less Active Sampling

Y Du, R Dharmakumar, SA Tsaftaris - International Conference on Medical …, 2024 - Springer
Despite the high diagnostic accuracy of Magnetic Resonance Imaging (MRI), using MRI as a
Point-of-Care (POC) disease identification tool poses significant accessibility challenges …

L-BFGS Optimization in GANs for Enhanced Pulmonary Disease Prediction from X-ray Images

V Indumathi, R Siva - 2024 Fourth International Conference on …, 2024 - ieeexplore.ieee.org
In the realm of medical imaging for pulmonary disease diagnosis, this research addresses
the critical need for accurate and timely predictions from X-ray images. Pulmonary diseases …