Jessica Dafflon

1. Large language models surpass human experts in predicting neuroscience results
   2024/03/04 by Xiaoliang Luo, Akilles Rechardt, Guangzhi Sun +41 · 5 voices · 42 citations
   Computer Science · Materials Science · #Topic Modeling #Explainable Artificial Intelligence (XAI) #Machine Learning in Materials Science
2. Brain Imaging Generation with Latent Diffusion Models
   2022/09/15 by Walter Hugo Lopez Pinaya, Pinaya, Walter H. L., Petru-Daniel Tudosiu +13 · 40 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
3. 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 · 12 citations
   Computer Science · Engineering · #AI in cancer detection #Generative Adversarial Networks and Image Synthesis #Machine Learning in Healthcare #cs.CV #eess.IV
4. Generating Synthetic Computed Tomography for Radiotherapy: SynthRAD2023 Challenge Report
   2024/03/13 by Evi M. C. Huijben, Maarten L. Terpstra, Huijben, Evi M. C. +115 · 5 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)
5. Transformer-based normative modelling for anomaly detection of early schizophrenia
   2022/12/08 by Pedro F. da Costa, Jessica Dafflon, Da Costa, Pedro F +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