Coronary Angiography
Coronary angiography read: vessels, SYNTAX segments and stenosis with QCA evidence.
LV gram and aortogram read: volumes, LVEF, regional wall motion and Sellers regurgitation grades.
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LV Ventriculography & Aortography reads the contrast runs of the left ventricle and the aortic root recorded during a left-heart catheterisation. These runs are usually reported together with the coronary arteries, and their LVEF and regurgitation grades are often estimated visually.
From the LV gram, the run traces the end-diastolic and end-systolic contours, computes ventricular volumes and the ejection fraction, grades wall motion segment by segment, and grades mitral regurgitation from contrast filling of the left atrium. From the aortogram, it grades aortic regurgitation, including paravalvular regurgitation after TAVI.
Decision support for physicians reporting a left-heart cath: quantified LV function and regurgitation grades for the ventriculography section of the report. The 2021 ESC/EACTS valvular guideline reserves these runs for patients in whom non-invasive imaging is inconclusive.
Interventional and general cardiologists, cardiology fellows and structural-heart teams. Coronary Angiography recognises the LV-gram and aortogram runs in a whole cath study and routes them to this model.
| Requirement | Why |
|---|---|
| LV gram in RAO projection (about 30°) | Single-plane volumes and segment names assume the RAO view |
| At least one full cardiac cycle | End-diastolic and end-systolic frames are both needed |
| Pixel spacing with source distances (or a magnification factor) | Volumes in millilitres; without it, volumes are flagged as uncalibrated |
| Frame rate in the header | Cycle timing and contrast passage for the regurgitation grades |
| Not a rotational acquisition | The model reads fixed projections |
Rhythm at the time of the run, the valve under assessment and, after TAVI, the implanted valve type can be passed in
clinical_context.
One structured result per study, with contours, measurements and grades linked to the frames they came from.
| Section | Content |
|---|---|
| LV volumes and LVEF | End-diastolic and end-systolic contours, volumes and ejection fraction |
| Regional wall motion | Each segment graded normal, hypokinetic, akinetic, dyskinetic or aneurysmal |
| Mitral regurgitation | Sellers grade 1–4 from left atrial opacification on the LV gram |
| Aortic regurgitation | Sellers grade 1–4 from the aortogram, with post-TAVI paravalvular regurgitation by videodensitometry |
| Draft report | Opt-in (options.report): an English narrative that interprets the result for the reader (findings, impression, limitations); every number is checked against the findings |
Sellers grades follow the contrast density of the receiving chamber relative to the injected one over the cardiac cycles of the run. Each grade links to the run and key frames it was read from, so the grade and the images are reviewed together.
One run returns every section its input supports.
Coronary Angiography
Coronary angiography read: vessels, SYNTAX segments and stenosis with QCA evidence.
Cerebral DSA
Cerebral angiogram read: vessels, aneurysms, AV shunts, occlusions, stenosis and eTICI grading.
Intravascular OCT
IVOCT pullback read: lumen, plaque phenotype, calcium, stent sizing and strut-level stent analysis.
Intravascular Ultrasound (IVUS)
Vendor-neutral IVUS pullback read: lumen and EEM, plaque burden, calcium, sizing and stent result.
Cath-Lab Hemodynamics
Cath pressure tracings read: FFR and pullback pattern, valve gradients, right-heart values, QA.
Peripheral & Visceral Angiography
Peripheral and visceral DSA read: patency, stenoses, runoff, TASC II and GLASS stage, extravasation.