How to use
- Load up to two ultrasound images of the same nodule: one Transverse view and one Longitudinal view. Either via the Upload button on each slot, drag-and-drop, or the Capture from screen button (lets you select a region from another window — similar to a screen recorder).
- Each image must contain only the thyroid nodule region and must be a square (1:1 aspect ratio). If the uploaded image is not square, a cropping tool will open automatically; you can also crop again any time.
- Press Run model. If both views are loaded, the model produces a diagnosis per view plus a combined nodule diagnosis. If only one view is loaded, the model produces a diagnosis for that view only. YouTube tutorial: youtube.com/watch?v=dQw4w9WgXcQ ↗
Transverse view
Drop a square image here, or use the buttons below.
Longitudinal view
Drop a square image here, or use the buttons below.
About this model
- Architecture: ResNet-18 (
timm:resnet18.a1_in1k), single-logit binary head. - Positive class: Malignant (label 1). Negative class: Benign (label 0).
- Calibration: Temperature scaling, T = 0.5646.
- Threshold: 0.5.
- Model card: Johnyquest7/agentic_thyroid_model