Medical diagnostics
Tuberculosis screening and DICOM viewing, in one place.
AImpact combines AI-powered chest X-ray TB screening (DenseNet121 ONNX, optional TTA) with an integrated DICOM viewer: worklist, measurements, prior comparison, and export.
Tuberculosis screening
Upload a chest X-ray for a class (normal / tuberculosis) and a confidence score. DenseNet121 ONNX with optional Test-Time Augmentation. Scan history and filters in the dashboard.
Try TB screeningDICOM viewer
Worklist and study list with search and filter. Load DICOM via DICOMweb or upload. Window/level, zoom, pan, layouts 1x1, 1x2, 2x2. On-canvas measurements (length, angle, ROI area from pixel spacing). Annotations, prior study comparison, draft state, export CSV/SR, print report, STOW. Deep link from external worklist.
What you get
Real features in this application
DenseNet121 (ONNX)
Chest X-ray TB classification. Optional Test-Time Augmentation with configurable passes.
Confidence and class
Each scan returns a class and confidence score. Scan history with filters in the dashboard.
TB workflow
Upload X-ray, run inference, view result. JPEG, PNG and other formats supported.
Clinical context
Patient and study identification, scan history, and result filtering.
Worklist and search
Patient and study list with search and filter by name, MRN, sex, date, modality, accession.
DICOM viewing
Load via DICOMweb or upload. Window/level, zoom, pan, fit/reset. Series and frame navigation, thumbnails.
On-canvas measurements
Length (mm), angle (degrees), rectangle and ellipse ROI area (mm²). Export CSV/SR, print, STOW.
Prior comparison and export
Compare with prior study. Draft reading state. Deep link from external worklist. Annotations persisted.