Dafflon, Jessica

1. Brain Imaging Generation with Latent Diffusion Models
   2022/09/15 by Walter Hugo Lopez Pinaya, Pinaya, Walter H. L., Petru-Daniel Tudosiu +13 · 56 citations
   Computer Science · Medicine · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Biological sciences #FOS: Computer and information sciences #FOS: Electrical engineering #Generative Adversarial Networks and Image Synthesis #Image and Video Processing (eess.IV) #Machine Learning in Healthcare #Quantitative Methods (q-bio.QM) #Radiomics and Machine Learning in Medical Imaging #electronic engineering #information engineering
2. Generative AI for Medical Imaging: extending the MONAI Framework
   2023/07/27 by Walter H. L. Pinaya, Walter Hugo Lopez Pinaya, Mark S. Graham +49 · 1 voice · 17 citations
   Computer Science · Engineering · #AI in cancer detection #Generative Adversarial Networks and Image Synthesis #Machine Learning in Healthcare #cs.CV #eess.IV
3. Generating Synthetic Computed Tomography for Radiotherapy: SynthRAD2023 Challenge Report
   2024/03/13 by Evi M. C. Huijben, Huijben, Evi M. C., Maarten L. Terpstra +115 · 6 citations
   Engineering · Medicine · Physics and Astronomy · #Advanced Radiotherapy Techniques #Advanced X-ray and CT Imaging #FOS: Physical sciences #Medical Imaging Techniques and Applications #Medical Physics (physics.med-ph)
4. Transformer-based normative modelling for anomaly detection of early schizophrenia
   2022/12/08 by Pedro F. da Costa, Da Costa, Pedro F, Jessica Dafflon +13 · 1 citation
   Computer Science · Neuroscience · Psychology · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Functional Brain Connectivity Studies #Machine Learning (cs.LG) #Machine Learning in Healthcare #Mental Health Research Topics