Table 3:

Commercially available software platforms and their applications^{^a}

Software	Applications	Machine Learning Algorithm	Imaging Technique
Aidoc	ICH: identifies ICH, triage, and notification	DL	CT
	LVO: identifies LVO, triage, and notification	DL	CTA
	CTP: orchestration of third-party perfusion results	Other	CTP
Avicenna.AI	CINA ICH: identifies ICH, triage, and notification	DL	CT
	CINA LVO: identifies LVO, triage, and notification	DL	CTA
	CINA ASPECTS: ASPECTS scoring; provides heat map	DL	CT
Brainomix	e-Blood: identifies and quantifies ICH volume with mask overlay	DL	CT
	e-ASPECTS: identifies ASPECTS, voxelwise map of early ischemic change, and core infarct volume	Predominantly ML	CT
	e-CTA: identifies and notifies LVO, collateral score, and collateral vessel attenuation; voxelwise map of collateral deficit	Combination of DL and traditional ML	CTA
	e-ASPECTS HDVS: identifies and measures hyperattenuated vessel	DL	CT
	e-Mismatch: identifies mismatch on CTP and MR imaging	Deconvolution	CTP, MR imaging, MRP
RapidAI	Rapid ICH: identifies and classifies ICH	DL	CT
	Rapid ASPECTS: identifies ASPECTS, measurement, and scoring	RF	CT
	Rapid CTA: identifies and notifies LVO and collateral vessel attenuation	Other	CTA
	Rapid CTP: identifies mismatch on CTP, collateral maps, and scoring	Other	CTP
	Rapid MR: identifies mismatch on MR, collateral maps, and scoring	Other	MR imaging, MRP
Viz.ai	Viz ICH: identifies and triages ICH	DL	CT
	Viz LVO: identifies and triages LVO	DL	CTA
	Viz CTP: automated perfusion color maps and calculations	DL	CTP

Note:—HDVS indicates hyperattenuated vessel sign.
↵a Some, but not all, of these products have FDA, European, and/or worldwide regulatory clearance at the time of publication.