55 citations · 58 across the 3 of their papers we have counts for
3 papers
Rapid Lung MRI at 3T in ILD Patients: A Feasibility Study
Bingjie Yang, Martina Büttner, Hanna Frantz +7
This study aimed to assess the diagnostic utility of a conventional FLASH technique at 3T MRI in the detection of ILD patients in combination with functional and morphological info…
Self-Supervised Pre-Training with Contrastive and Masked Autoencoder Methods for Dealing with Small Datasets in Deep Learning for Medical Imaging
Daniel Wolf, Tristan Payer, Catharina Silvia Lisson +4
Deep learning in medical imaging has the potential to minimize the risk of diagnostic errors, reduce radiologist workload, and accelerate diagnosis. Training such deep learning mod…
Improving COVID-19 CXR Detection with Synthetic Data Augmentation
Daniel Schaudt, Christopher Kloth, Christian Spaete +3
Since the beginning of the COVID-19 pandemic, researchers have developed deep learning models to classify COVID-19 induced pneumonia. As with many medical imaging tasks, the qualit…