alyaalmsouti/lus-video-classification

Lung Ultrasound Video Classification

Interactive demo for "Hierarchy-Aware and Anatomy-Guided Learning for Lung Ultrasound Video Classification" (paper).

Upload a lung-ultrasound (LUS) clip and the model predicts one of four classes:

1. 1.Healthy / A-lines
2. 2.B-lines
3. 3.Consolidations
4. 4.B-lines + Consolidations

It also renders an attention overlay from the ViT frame encoder, highlighting the spatial regions (pleural line / sub-pleural anatomy) the model focuses on.

• —Model weights: `alyaalmsouti/LUS-classification` (ViT-Small + Transformer baseline checkpoint)
• —Code: https://github.com/Alya-Almsouti/LUS-video-classification

Research use only. Not validated for clinical diagnosis.