ASFNR Keynote 2025: A Guided Tour of AI in Neuroimaging скачать в хорошем качестве

ASFNR Keynote 2025: A Guided Tour of AI in Neuroimaging

A NEW TUTORIAL on how AI is transforming brain science and radiology - from diagnosing brain disorders and predicting outcomes to drafting radiology reports and answering questions about your MRI scans. We cover key methods like CNNs and Vision Language Models (VLMs), hot topics like explainable AI (when do they work?), multi-purpose AI tools for developers + clinicians, and generative AI that enhances, translates, or simulates medical images. JOIN US FOR THIS fast-paced tour of the future of AI + brain science ! 0:12 Hot Topics in Radiologic AI 5:15 Deep Learning 8:57 Computer Vision Competitions (ImageNet) 12:34 Fine-Tuning 14:12 Explainable AI: What Works and What Doesn't ! 17:12 Generative AI for Image Synthesis 18:25 Vision-Language Models (VLMs) - asking your brain MRI questions 26:45 Generating Images from Text using Latent Diffusion 31:30 Text-Guided Image Generation with CLIP guidance and diffusion 32:38 Developing your own AI system 33:21 Things you should be careful about This is a Keynote Lecture for ASFNR (American Society of Functional Neuroradiology, Austin, TX, Sept. 20, 2025)