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Scientific Evidence

As Spimed-AI is based on medical research and development,
we publish our studies in specialized scientific journals.

Publications

Our latest papers

March 10th 2024

Diagnostic performance of deep learning to exclude coronary stenosis on CT angiography in TAVI patients

B. Mehier, K. Mahmoudi, A. Veugeois, A. Masri, N. Amabile, C. Del Giudice, JF. Paul

February 16th 2024

Coronary artery disease evaluation during transcatheter aortic valve replacement work-up using photon-counting CT and artificial intelligence

JM. Brendel, J Walterspiel, F Hagen, J Kübler, JF Paul, K Nikolaou, 

M Gawaz, S Greulich, P Krumm, M Winkelmann

June 6th 2022

Evaluation of a deep learning model on coronary CT angiography for automatic stenosis detection.

JF. Paul, A. Rohnean, H. Giroussens, T. Pressat-Laffouilhere, T. Wong,

White Paper

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Clinical Cases

Clinical Cases

Case 1 : AI-Assisted Automatic Extraction of curved MPR coronary CT images

Patient: Female

Age: 42

 

Background: 

Underwent coronary CT angiography (CCTA) for chest discomfort

Automatic extraction of the 3 main coronary arteries was performed by a new research segmentation tool from CorEx, providing automated CAD-RADS classification and FFR prediction as well.

A subocclusive coronary stenosis from a non calcified plaque was detected on mid RCA confirmed by invasive coronary angiography. Patient was successfully treated by a stent (Dr Patrick Dupouy)

This case illustrates that CorEx software may help detecting automatically obstructive lesions, without needs of any human intervention. AI may then help to democratize the usage of coronary CTA.

Case 2 : Spontaneous LAD dissection revealed by coronary CT angiography

Patient: Female

Age: 46

 

Background: 

No cardiovascular risk factors. Subject underwent coronary CT angiography (CCTA) for acute coronary syndrome 

and had blood elevation of troponins: Patient underwent coronary CT angiography (CCTA).

AI-based CorEx software with automated segmentation revealed long LAD stenosis.

Surrounded with diffuse mural thickening, without any calcification, compatible with a coronary wall hematoma. Invasive coronary angiography was subsequently performed confirming moderate stenosis of the proximal LAD, with intra-mural LAD hematoma confirmed by Optical Coherence Tomography (Dr Khalil Mammoudi).

Patient was treated medically with Aspirin and beta-blockers, leading to total recovery and complete regression 

of the stenosis on the CCTA performed 3 months later

Spontaneous coronary dissection is a rare cause of acute coronary syndrome, often affecting women between 

30 and 60 years.

CCTA may be useful for diagnosis and follow-up

Case 3 : Coronary CCTA before returning to sport activity

Patient: Male

Age: 72

 

Background: 

Wants to return to sport activity. Underwent coronary CT angiography (CCTA) Has high blood cholesterol 

and mild carotid plaque. 

A long very severe coronary stenosis of the right coronary artery (RCA) from a partially calcified plaque was detected on mid RCA (CorEx software, Spimed-AI).

Subocclusive lesion was confirmed by invasive coronary angiography. 

The patient was successfully treated by 2 stents on RCA.

This case illustrates that asymptomatic patients over 50 years of age may benefit from CCTA before returning 

to sport activity.

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