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Healthcare · head to head

Aidoc vs Meru Health

Aidoc logo

Aidoc

Healthcare

FDA cleared radiology AI for triage and notification of time critical findings

From
On request
Rated
-
Full reviewWebsite
Meru Health logo

Meru Health

Healthcare

Twelve week therapist led mental health programme combining an app, a clinician and HRV biofeedback

From
On request
Rated
-
Full reviewWebsite

The short version

  • Each has a real cost: Aidoc the clearances are for triage and notification in the CADt category, so the software may reorder a worklist but may not deliver a diagnosis or replace a read, and business cases built on reduced radiologist workload do not survive contact with the regulatory wording.; Meru Health the programme is twelve weeks and then it ends, which fits an episode of treatment but not a chronic condition needing maintenance, so relapse after week twelve lands on whatever pathway the buyer has funded next, if any.
  • They diverge on capability: Aidoc covers Triage and notification, Meru Health covers Twelve week structured programme.
  • Prices and features above were last checked on 1 September 2026.

Where they differ

Only the attributes on which Aidoc and Meru Health actually diverge.

Attributes where Aidoc and Meru Health differ
AttributeAidocMeru Health

Identical on both: starting price (On request), pricing model (quote), free tier (No), platforms (Web, iOS, Android), user rating (Not yet rated), category (Healthcare).

What each one covers

Drawn from each product's published feature list. An absence here means we hold no record of it - not that the product lacks it.

Only in Aidoc

  • Triage and notification
  • Intracranial haemorrhage
  • Pulmonary embolism
  • Large vessel occlusion
  • Pneumothorax on X-ray
  • aiOS platform
  • Clinical workflow notifications

Only in Meru Health

  • Twelve week structured programme
  • Licensed therapist
  • Psychiatric consultation
  • HRV biofeedback device
  • Daily in app practice
  • Meru Health Advanced
  • Payer contracting
  • Outcome measurement

What people use each for

The jobs each tool is most often brought in to do.

Aidoc

  • A regional stroke centre that wants large vessel occlusion flagged and the neurointervention team notified before the radiologist dictatesnot Meru Health
  • A trauma centre wanting cervical spine fracture and intra abdominal free gas prioritised in an overnight queue read by one on call radiologistnot Meru Health
  • An oncology imaging programme that wants incidental pulmonary embolism caught on staging CTs ordered for a different questionnot Meru Health
  • A health system that has bought AI from several vendors and wants one PACS integration through aiOS rather than one integration per algorithmnot Meru Health

Meru Health

  • A health plan that wants a mental health intervention it can underwrite as a bounded episode rather than an open ended benefitnot Aidoc
  • An employer whose staff need treatment rather than wellbeing content, with a therapist and a prescriber in one pathwaynot Aidoc
  • A member who needs medication review alongside therapy, which most app based mental health products cannot providenot Aidoc
  • A health system seeking to offload moderate depression and anxiety from a psychiatry service with long waitsnot Aidoc

Where each one falls short

Documented limitations, not opinions. Every one is a constraint you would hit in normal use.

Aidoc

  • The clearances are for triage and notification in the CADt category, so the software may reorder a worklist but may not deliver a diagnosis or replace a read, and business cases built on reduced radiologist workload do not survive contact with the regulatory wording.
  • Triage algorithms are tuned for sensitivity, so false positives are routine, and each one interrupts a radiologist. Sites that do not measure positive predictive value in their own case mix see clinician trust erode within months.
  • Pricing is per algorithm and per study volume with no published rate card, so the cost of a multi algorithm deployment escalates sharply and cannot be benchmarked before a sales conversation.
  • The clinical benefit accrues to stroke, trauma and cardiology service lines while the cost usually lands in the radiology or IT budget, which makes internal funding harder than the return on investment slides suggest.
  • Performance depends on scanner protocols and reconstruction settings, so results validated at one site do not transfer, and each deployment needs local validation work that is rarely budgeted for.

Meru Health

  • The programme is twelve weeks and then it ends, which fits an episode of treatment but not a chronic condition needing maintenance, so relapse after week twelve lands on whatever pathway the buyer has funded next, if any.
  • Whether the employer, the health plan or the member pays depends on the contract route, and members frequently do not know which applies to them until they receive a bill or discover they do not.
  • A structured programme demands daily engagement, and members who cannot sustain that get much less than the outcome data implies, because the published results reflect members who completed.
  • The heart rate variability device is a differentiator but also a logistics and support burden, adding shipping, returns and device support to what would otherwise be a software deployment.
  • Meru is small relative to Lyra, Spring Health and the large payer owned behavioural health offerings, so an employer choosing it takes on more vendor concentration risk in a category that has seen frequent consolidation.

Pricing, plan by plan

Aidoc

On request
  • Aidoc$undefined/year
    • Annual subscription priced by algorithm and by study volume
    • aiOS platform integration licensed separately from individual algorithms
    • Multi algorithm bundles negotiated for enterprise deployments

Meru Health

On request
  • Meru Health$undefined/year
    • Contracted per completed programme or per member per month depending on buyer type
    • Health plan contracts bill differently from employer contracts
    • Member cost sharing depends on whether access comes via insurance or an employer benefit

Which should you pick?

Choose Aidoc if

  • You need triage and notification.
  • You work on Web, iOS, Android.
  • You also want intracranial haemorrhage.
Aidoc review

Choose Meru Health if

  • You need twelve week structured programme.
  • You work on Web, iOS, Android.
  • You also want licensed therapist.
Meru Health review

Questions people ask

Is Aidoc or Meru Health better?
Neither clearly leads. Aidoc starts at On request and Meru Health at On request, and user ratings are close enough to be indistinguishable. Choose on capability and platform support.
Which is cheaper, Aidoc or Meru Health?
Aidoc starts at On request and Meru Health at On request.
Does Aidoc or Meru Health run on more platforms?
Both run on Web, iOS, Android, so platform support will not decide this one for you.
What is Aidoc best used for?
Aidoc is most often used for a regional stroke centre that wants large vessel occlusion flagged and the neurointervention team notified before the radiologist dictates, a trauma centre wanting cervical spine fracture and intra abdominal free gas prioritised in an overnight queue read by one on call radiologist, an oncology imaging programme that wants incidental pulmonary embolism caught on staging cts ordered for a different question, a health system that has bought ai from several vendors and wants one pacs integration through aios rather than one integration per algorithm. Of those, a regional stroke centre that wants large vessel occlusion flagged and the neurointervention team notified before the radiologist dictates and a trauma centre wanting cervical spine fracture and intra abdominal free gas prioritised in an overnight queue read by one on call radiologist are not what Meru Health is typically brought in for.
What can Aidoc do that Meru Health cannot?
Aidoc covers Triage and notification, Intracranial haemorrhage, Pulmonary embolism, Large vessel occlusion. Meru Health covers Twelve week structured programme, Licensed therapist, Psychiatric consultation, HRV biofeedback device.

Answered from the vendors’ own pages

Aidoc: Is Aidoc FDA cleared?

Yes, it holds multiple 510(k) clearances, but they are for computer aided triage and notification. It may prioritise a worklist and notify a team. It may not provide a diagnostic interpretation or replace a radiologist read.

Meru Health: Is Meru Health still operating?

Yes. It launched Meru Health Advanced in May 2026 and expanded its Harvard Pilgrim Health Care collaboration in 2025. It has not wound down.

Aidoc: Does it reduce radiologist workload?

No. Every study still needs a full read. The benefit is in the order studies are read and how quickly a receiving specialty is activated, not in reading fewer studies.

Meru Health: How long is the programme?

Around twelve weeks. It is a bounded treatment episode rather than open ended therapy, which is why health plans will contract for it.

Aidoc: Can I run other vendors AI through it?

Yes, that is what the aiOS platform layer is for, and for health systems with several AI vendors it is often the main reason to buy Aidoc at all.

Meru Health: Who pays?

It depends on the contract. Meru sells to both health plans and employers, and member cost sharing differs between those routes. Confirm which applies before enrolling.

Aidoc: Is pricing published?

No. It is quoted per algorithm and by annual study volume, and enterprise bundles are negotiated case by case.

Meru Health: Does it include medication?

Psychiatric consultation is part of the programme where medication is indicated, which distinguishes it from app plus coaching products that cannot prescribe.

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