Thomas Pinetz

1. Faithful Synthesis of Low-dose Contrast-enhanced Brain MRI Scans using Noise-preserving Conditional GANs
   2023/06/26 by Thomas Pinetz, Erich Kobler, Pinetz, Thomas +9 · 1 citation
   Computer Science · Engineering · Medicine · #Advanced Image Processing Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Photoacoustic and Ultrasonic Imaging #Radiomics and Machine Learning in Medical Imaging #electronic engineering #information engineering
2. Addressing the Generalizability of AI in Radiology Using a Novel Data Augmentation Framework with Synthetic Patient Image Data: Proof-of-Concept and External Validation for Classification Tasks in Multiple Sclerosis
   2024/10/16 by Gianluca Brugnara, Chandrakanth Jayachandran Preetha, Katerina Deike‐Hofmann +12 · 1 voice · 1 citation
   Engineering · Medicine · Computer Science · #Medical Imaging and Analysis #Radiomics and Machine Learning in Medical Imaging #AI in cancer detection