Health Futures UK

Advancing human health through machine learning research.

微软研究院博客

Alt text: The image features three white icons on a gradient background transitioning from blue on the left to green on the right. The first icon, located on the left, resembles an X-ray of a ribcage enclosed in a square with rounded corners. The middle icon depicts a hierarchical structure with one circle at the top connected by lines to two smaller circles below it. The third icon, positioned on the right, shows the letters
微软研究院博客

| Daniel Coelho de Castro 和 Javier Alvarez-Valle

The world’s first multimodal, bilingual radiology dataset could reshape the way radiologists and AI systems make sense of X-rays. PadChest-GR, developed by the University of Alicante with Microsoft Research, has the potential to advance research across the field for years…

On the left is a simple drawing of the lungs. The drawing shows the borders of the left and right lung as well as the trachea and the left and right main stem bronchi. The text under the drawing reads: Original image. To the right of the drawing are the 3 additional inputs of RadEdit. They are arranged vertically. On top there is an example editing prompt. It reads
微软研究院博客

| Max Ilse, Daniel Coelho de Castro, 和 Javier Alvarez-Valle

RadEdit stress-tests biomedical vision models by simulating dataset shifts through precise image editing. It uses diffusion models to create realistic, synthetic datasets, helping to identify model weaknesses and evaluate robustness.

EMNLP 2023 blog hero - female radiologist analyzing an MRI image of the head
微软研究院博客

| Javier Alvarez-Valle 和 Matthew Lungren

This research paper is being presented at the 2023 Conference on Empirical Methods in Natural Language Processing (opens in new tab) (EMNLP 2023), the premier conference on natural language processing and artificial intelligence. In recent years, AI has been increasingly…