Topic
image processing
Artificial Intelligence #deep learning#ultrasound
Deep Learning Automates Doppler Angle Estimation in Ultrasound, Reducing Measurement Errors
A deep learning approach developed using 2100 carotid ultrasound images can automatically estimate Doppler angle, reducing error. The best model achieved mean absolute error less than clinical threshold, potentially improving blood velocity measurements.
Jun 16, 2026 1 source
Artificial Intelligence #image quality assessment#computer vision
Tool-IQA: Augmenting Image Quality Assessment with Simple Tools to Improve VLM-Based Scoring
Researchers propose Tool-IQA, a method that enhances Vision-Language Models (VLMs) for image quality assessment by adding a Magnifier and Gamma Corrector tools. This shifts from static one-shot scoring to a tool-augmented workflow, achieving a PLCC of 0.854 on the CLIVE dataset, outperforming existing state-of-the-art models.
Jun 16, 2026 1 source