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RESEARCH PREVIEW · 2026-08-27
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2026-08-22Corti achieves ISO/IEC 270012026-08-22Geisinger case: 70% faster prior auth TAT2026-08-22Infinitus SOC 2 Type II compliance2026-08-22AKASA HITRUST/SOC 2 and 100% pre-bill review2026-08-22Infinitus 2025 recap: 1.17M patients automated2026-08-22HIPAA/SOC 2 Type II; recordings deleted2026-08-19Luma-PCC partnership to bring AI-enabled communications to 300+ pediatric practices2026-08-15Glass ranks top-tier on ARISE NOHARM clinical safety benchmark2026-08-15ISO 27001, HIPAA, 7+ FDA 510(k)s documented2026-08-15UpToDate integrated into Epic EHR/MyChart and ambient AI workflows2026-08-06UpToDate Expert AI adopted by ~2,500 U.S. hospitals and health systems2026-07-292.7M weekly interactions; US CAB launch2026-07-23Anterior-Stellarus partnership2026-07-23Strategic partnership with Stellarus to enable real-time AI-driven prior authorization for health plans2026-07-22Waystar Q2 2026 beat; AI anomaly detection traction2026-07-21Patient Pipeline: AI-powered new patient acquisition from ad spend to booked care2026-07-21Luma launches AI Patient Pipeline for new patient acquisition2026-07-07SMART on FHIR + Epic Toolbox integration2026-06-30Nature Health SAFEMOM study shows Ada improves health-seeking behavior on MomConnect2026-06-26Modality Partnership (NHS) rolls out Heidi across 53 sites in the UK's largest clinical deployment of ambient AI2026-06-26NHS Modality Partnership rollout2026-06-24Roche acquires PathAI for ~$1B to bolster AI-based diagnostic algorithms2026-06-24Assort Health raises $120M Series C at $1.2B valuation2026-06-15Thoreau Group signs $12B agreement to take control of Ensemble Health

Every claim we hold, and how far we can stand behind it.

142 claims across 39 products. 30% are confirmed against the source text by the evidence gate; 39% come from a class with no vendor interest. Everything below is browsable, filterable, and available as JSON.

Evidence classClaimsConfirmedWhat it can support
Peer-reviewed study195Independent review before publication. The only class that survives a sceptical committee unaided.
Regulatory filing40A statement made to a regulator, where being wrong has consequences.
Independent report329Analysis by someone with no stake in the sale.
Customer case43A real deployment, but selected and framed by someone with an interest.
Press release6323The vendor's own announcement. Useful for dates and facts, not for outcomes.
Vendor page202Marketing copy. Establishes what is claimed, never that it is true.

Showing 40 of 100 matching claims (142 in the full corpus) · 0% of this selection is confirmed · clear filters

  1. Nabla raised a $70M Series C in June 2025, bringing total funding to $120M, with proceeds going toward billing and coding capabilities in its ambient scribe

    Nabla CopilotIndependent reportUnverifiedOpen source ↗
    Provenance
    Claim ID
    clm_841b11cce4bdd2b95280
    Version
    1
    Workflow
    Ambient Clinical Documentation
    Dimension
    market durability
    Retrieved
    2026-08-27
    Reviewer
    healthit-gate-v1
    Source URL
    https://www.statnews.com/2025/06/17/nabla-raises-70-million-ambient-market-heats-up/
  2. CEO Prashant Warier states Qure.ai aims to reach profitability in the next financial year and pursue an IPO within roughly two years (May 2025)

    qXR (Chest X-ray AI Suite)Press releaseUnverifiedOpen source ↗
    Provenance
    Claim ID
    clm_feb6e7535e4e9cab9d13
    Version
    1
    Workflow
    Imaging & Diagnostic AI
    Dimension
    market durability
    Retrieved
    2026-08-27
    Reviewer
    healthit-gate-v1
    Source URL
    https://m.economictimes.com/tech/artificial-intelligence/healthcare-ai-startup-qure-ai-aiming-for-ipo-in-two-years-ceo-says/articleshow/121286035.cms
  3. Mayo Clinic study in J Prim Care Community Health (2025 Apr 16;16:21501319251332215, doi 10.1177/21501319251332215) found OpenEvidence 'provided accurate, evidence-based recommendations in all cases, aligning with physician plans' across five common chronic conditions, with mean scores of clarity 3.55±0.60, relevance 3.75±0.44, support 3.35±0.49, and satisfaction 3.60±0.60.

    OpenEvidencePeer-reviewed studyUnverifiedOpen source ↗
    Provenance
    Claim ID
    clm_565ce01a474e2b680115
    Version
    1
    Workflow
    Clinical Evidence & Decision Support
    Dimension
    evidence strength
    Retrieved
    2026-08-27
    Reviewer
    healthit-gate-v1
    Source URL
    https://pmc.ncbi.nlm.nih.gov/articles/PMC12033599/
  4. Artera 10-year anniversary post (Apr 15, 2025): 'Artera is trusted by more than 900 provider organizations and enables 2 billion patient communications annually', supports 'messages in 109 languages', 'cuts staff time by an impressive 72% while recovering over $1.6 million in revenue per use case', with 'a remarkable 98% customer renewal rate'.

    Artera AI PlatformVendor pageUnverifiedOpen source ↗
    Provenance
    Claim ID
    clm_2fa8f5f43a64f8abbe43
    Version
    1
    Workflow
    Patient Access & Contact Center AI
    Dimension
    deployment traction
    Retrieved
    2026-08-27
    Reviewer
    healthit-gate-v1
    Source URL
    https://artera.io/blog/celebrating-10-years-of-artera-patient-engagement-2/
  5. Named to the Forbes AI 50 list (2025) as one of the highest-revenue private healthcare AI firms.

    AbridgeIndependent reportUnverifiedOpen source ↗
    Provenance
    Claim ID
    clm_1b191a1086a55aec59a0
    Version
    1
    Workflow
    Ambient Clinical Documentation
    Dimension
    general
    Retrieved
    2026-08-27
    Reviewer
    healthit-gate-v1
    Source URL
    https://www.forbes.com/lists/ai50/
  6. Freed raised a $30M Series A led by Sequoia Capital (total funding $34M); 17,000+ paying customers across 96 specialties; 4x YoY ARR growth; over 2.5M cumulative clinician hours saved since its 2023 launch

    Freed AI ScribePress releaseUnverifiedOpen source ↗
    Provenance
    Claim ID
    clm_893f15488e4ad5e470e7
    Version
    1
    Workflow
    Ambient Clinical Documentation
    Dimension
    market durability
    Retrieved
    2026-08-27
    Reviewer
    healthit-gate-v1
    Source URL
    https://www.getfreed.ai/press/freed-secures-30m-series-a-led-by-sequoia-capital-to-free-clinicians-from-administrative-burdens-with-ai-assistant
  7. Freed sells its scribe directly to clinicians for $99/month; as of late February 2025, 17,000 clinicians used Freed in about 2 million patient visits per month

    Freed AI ScribeIndependent reportUnverifiedOpen source ↗
    Provenance
    Claim ID
    clm_35c559d75a8bfa18c406
    Version
    1
    Workflow
    Ambient Clinical Documentation
    Dimension
    deployment traction
    Retrieved
    2026-08-27
    Reviewer
    healthit-gate-v1
    Source URL
    https://www.cnbc.com/2025/03/05/freed-raises-30-million-led-by-sequoia-to-tackle-clinician-burnout.html
  8. CodaMetrix press release (Mar 4, 2025): platform is 'used by over 25 premier provider organizations and health systems, representing more than 200 hospitals and 50K providers'; 'Since February 2023, the company has closed both its Series A and Series B funding rounds, securing a total of $95 million'; the platform was 'Developed in partnership with Mass General Brigham'.

    CodaMetrix Autonomous CodingPress releaseUnverifiedOpen source ↗
    Provenance
    Claim ID
    clm_b1fed6f675223e3d02bb
    Version
    1
    Workflow
    Revenue Cycle / Coding / Prior Auth
    Dimension
    market durability
    Retrieved
    2026-08-27
    Reviewer
    healthit-gate-v1
    Source URL
    https://www.prnewswire.com/news-releases/codametrix-announces-a-new-look-but-same-commitment-to-high-quality-automated-medical-coding-302390685.html
  9. Glass AI launched a Developer API for its clinical decision support platform, enabling third parties to build custom integrations (including ambient scribing workflows)

    Provenance
    Claim ID
    clm_908a501ff7ccd0b4b6f7
    Version
    1
    Workflow
    Clinical Evidence & Decision Support
    Dimension
    interoperability
    Retrieved
    2026-08-27
    Reviewer
    healthit-gate-v1
    Source URL
    https://www.linkedin.com/posts/glass-health-inc_glass-health-developer-api-ambient-scribing-activity-7382480136790515712-_nDE
  10. AKASA raised $120M in 2024, earning a spot on TechCrunch's list of 49 U.S. AI startups that raised $100M+ in 2024; the company reports more than $200M raised to date from investors including a16z, BOND, and Costanoa.

    AKASA Prebill Optimization SuiteIndependent reportUnverifiedOpen source ↗
    Provenance
    Claim ID
    clm_299f9fc8c2c1ceb76474
    Version
    1
    Workflow
    Revenue Cycle / Coding / Prior Auth
    Dimension
    market durability
    Retrieved
    2026-08-27
    Reviewer
    healthit-gate-v1
    Source URL
    https://techcrunch.com/2024/12/20/heres-the-full-list-of-49-us-ai-startups-that-have-raised-100m-or-more-in-2024/
  11. Raised $51.5M Series C led by Andreessen Horowitz (with Memorial Hermann Health System joining Kleiner Perkins, Coatue, GV), bringing total funding to $102.9M; supports 44% of Fortune 50 healthcare companies; customers see ~10% data accuracy gain and 50% ROI over manual approaches

    Provenance
    Claim ID
    clm_b9921add6175ee5d941f
    Version
    1
    Workflow
    Enterprise AI & Agent Orchestration
    Dimension
    market durability
    Retrieved
    2026-08-27
    Reviewer
    healthit-gate-v1
    Source URL
    https://www.prnewswire.com/news-releases/infinitus-systems-raises-51-5-million-series-c-funding-on-the-strength-of-ai-guardrails-302283847.html
  12. Completed a $65M Series D led by Lightspeed and 360 ONE Asset (Sept 2024); solutions deployed in 90+ countries across 3,000+ sites

    qXR (Chest X-ray AI Suite)Press releaseUnverifiedOpen source ↗
    Provenance
    Claim ID
    clm_9db738bc406a8512a625
    Version
    1
    Workflow
    Imaging & Diagnostic AI
    Dimension
    market durability
    Retrieved
    2026-08-27
    Reviewer
    healthit-gate-v1
    Source URL
    https://www.globenewswire.com/news-release/2024/09/25/2953204/0/en/Global-healthcare-AI-innovator-Qure-ai-completes-65-million-Series-D-funding-round-led-by-Lightspeed-and-360One-Asset.html
  13. CERTAIN study (European Heart Journal - Cardiovascular Imaging, 2024): in 750 consecutive patients at 5 expert CCTA sites, Cleerly AI-QCT analysis improved physicians' confidence two- to five-fold at every step of the care pathway, changed diagnosis or management in 57.1% (428) of patients (P<0.001), and reduced the need for downstream non-invasive and invasive testing by 37.1% (P<0.001) versus conventional visual CCTA interpretation.

    Cleerly Coronary AnalysisPeer-reviewed studyUnverifiedOpen source ↗
    Provenance
    Claim ID
    clm_a7d0185737df3457a3b3
    Version
    1
    Workflow
    Imaging & Diagnostic AI
    Dimension
    evidence strength
    Retrieved
    2026-08-27
    Reviewer
    healthit-gate-v1
    Source URL
    https://pmc.ncbi.nlm.nih.gov/articles/PMC11139521/
  14. Epic and Microsoft announced DAX Copilot direct integration into Epic (April 2024), enabling ambient notes into HPI without copy/paste.

    DAX CopilotPress releaseUnverifiedOpen source ↗
    Provenance
    Claim ID
    clm_26d82b4e5547d5ef86b9
    Version
    1
    Workflow
    Ambient Clinical Documentation
    Dimension
    interoperability
    Retrieved
    2026-08-27
    Reviewer
    healthit-gate-v1
    Source URL
    https://www.epic.com/epic/post/epic-and-microsoft-expand-integration/
  15. Attained ISO/IEC 27001:2022 certification on top of existing HITRUST CSF r2 and SOC 2 Type II attestation, surpassing HIPAA requirements

    Provenance
    Claim ID
    clm_254c1fc2c99d5ac6ad3d
    Version
    1
    Workflow
    Patient Access & Contact Center AI
    Dimension
    trust governance
    Retrieved
    2026-08-27
    Reviewer
    healthit-gate-v1
    Source URL
    https://www.prnewswire.com/news-releases/luma-health-elevates-its-security-practices-with-isoiec-270012022-certification-302100471.html
  16. CodaMetrix announced it 'has closed its $40 million Series B funding round' (BOSTON, March 12, 2024) to advance AI-powered medical coding quality and clinically enrich claims data; the platform is 'in use at more than a dozen premier provider organizations and health systems, representing more than 200 hospitals and 50,000 providers'.

    CodaMetrix Autonomous CodingPress releaseUnverifiedOpen source ↗
    Provenance
    Claim ID
    clm_2a5efb43a98e107dbf2a
    Version
    1
    Workflow
    Revenue Cycle / Coding / Prior Auth
    Dimension
    economic value
    Retrieved
    2026-08-27
    Reviewer
    healthit-gate-v1
    Source URL
    https://www.codametrix.com/resources/codametrix-announces-40m-series-b-financing
  17. Completed SOC 2 Type II and HIPAA audits for the Viz.ai One Platform, marking the fourth consecutive year of SOC 2 Type II compliance

    Viz.ai One PlatformPress releaseUnverifiedOpen source ↗
    Provenance
    Claim ID
    clm_475a430afcb48493c9c8
    Version
    1
    Workflow
    Imaging & Diagnostic AI
    Dimension
    trust governance
    Retrieved
    2026-08-27
    Reviewer
    healthit-gate-v1
    Source URL
    https://www.viz.ai/news/viz-ai-announces-successful-completion-of-soc-2-type-ii-hipaa-audits-for-viz-ai-one-platform
  18. CMS-0057-F final rule (published Feb 8, 2024) establishes the Jan 1, 2027 payer compliance date for electronic prior-authorization APIs — the regulatory driver for Cohere's e-prior-auth platform.

    Cohere UnifyRegulatory filingUnverifiedOpen source ↗
    Provenance
    Claim ID
    clm_9413033619599b39f0ee
    Version
    1
    Workflow
    Revenue Cycle / Coding / Prior Auth
    Dimension
    trust governance
    Retrieved
    2026-08-27
    Reviewer
    healthit-gate-v1
    Source URL
    https://www.federalregister.gov/documents/2024/02/08/2024-00895/medicare-and-medicaid-programs-patient-protection-and-affordable-care-act-advancing-interoperability
  19. TechCrunch reported Ambience Healthcare 'has raised $70 million to expand its business' in a Series B co-led by Kleiner Perkins and OpenAI's Startup Fund with Andreessen Horowitz and Optum Ventures participating; 'This round brings the total raised by the company to $100 million', and disclosed customers include UCSF, Memorial Hermann Health System, John Muir Health, The Oncology Institute, GI Alliance, Midi Health and Eventus WholeHealth.

    Ambience AutoScribeIndependent reportUnverifiedOpen source ↗
    Provenance
    Claim ID
    clm_a2c9c38257a41f7a9c99
    Version
    1
    Workflow
    Ambient Clinical Documentation
    Dimension
    economic value
    Retrieved
    2026-08-27
    Reviewer
    healthit-gate-v1
    Source URL
    https://techcrunch.com/2024/02/06/ambience-healthcare-raises-70m-for-its-ai-assistant-led-by-openai-and-kleiner-perkins/
  20. CMS's official CMS-0057-F fact sheet confirms the payer API compliance dates that prior-auth platforms build against.

    Latent Prior Auth AgentPress releaseUnverifiedOpen source ↗
    Provenance
    Claim ID
    clm_a287710b6e88e2b7cccb
    Version
    1
    Workflow
    Revenue Cycle / Coding / Prior Auth
    Dimension
    trust governance
    Retrieved
    2026-08-27
    Reviewer
    healthit-gate-v1
    Source URL
    https://www.cms.gov/newsroom/fact-sheets/cms-interoperability-and-prior-authorization-final-rule-cms-0057-f
  21. Raised $60M Series B co-led by Prosus Ventures and Atomico; platform covers ~100M patients/year and augments professionals 150,000+ times/day

    Provenance
    Claim ID
    clm_dfd38ec7911f4fba3588
    Version
    1
    Workflow
    Enterprise AI & Agent Orchestration
    Dimension
    market durability
    Retrieved
    2026-08-27
    Reviewer
    healthit-gate-v1
    Source URL
    https://corti.ai/stories/corti-raises-60m-in-series-b-funding-to-accelerate-healthcare-ai-innovation-and-expand-work-in-public-safety
  22. Glass Health (YC W23) launched an LLM-powered tool that generates differential diagnoses and evidence-based treatment options from clinician-entered patient summaries, with roughly $6.5M in total funding including a $5M seed led by Initialized Capital

    Provenance
    Claim ID
    clm_b2412c30d73fb2826021
    Version
    1
    Workflow
    Clinical Evidence & Decision Support
    Dimension
    general
    Retrieved
    2026-08-27
    Reviewer
    healthit-gate-v1
    Source URL
    https://techcrunch.com/2023/09/08/glass-health-is-building-an-ai-for-suggesting-medical-diagnoses/
  23. Infinitus Systems reports its AI assistant has saved more than 300,000 hours for providers using Google Cloud AI tools, generating tens of millions in cost savings; customers see a 10% increase in benefit verification and prior authorization data accuracy, often coupled with a 50% ROI over manual approaches (quote: Austin Cheng, CEO of Gramercy Surgery Center).

    Provenance
    Claim ID
    clm_bd424d9e381ce2349315
    Version
    1
    Workflow
    Enterprise AI & Agent Orchestration
    Dimension
    economic value
    Retrieved
    2026-08-27
    Reviewer
    healthit-gate-v1
    Source URL
    https://www.prnewswire.com/news-releases/infinitus-systems-taps-google-clouds-generative-ai-capabilities-to-streamline-provider-payor-interactions-simplify-resource-intensive-operations-and-improve-response-times-301911996.html
  24. HeartFlow Analysis (FFRct) cleared via 510(k) K213857 on Oct 14, 2022 as an AI-based coronary vascular physiologic simulation software device (Class II, product code PJA)

    HeartFlow Analysis (FFRct)Regulatory filingUnverifiedOpen source ↗
    Provenance
    Claim ID
    clm_46d1dda7a456af4d6efb
    Version
    1
    Workflow
    Imaging & Diagnostic AI
    Dimension
    evidence strength
    Retrieved
    2026-08-27
    Reviewer
    healthit-gate-v1
    Source URL
    https://www.accessdata.fda.gov/scripts/cdrh/cfdocs/cfpmn/pmn.cfm?ID=K213857
  25. Ada's medical AI solutions are available on the Epic App Orchard marketplace using SMART on FHIR open standards, with single sign-on (SSO) supporting integration into MyChart patient portals

    Provenance
    Claim ID
    clm_0b65d1c12b422b4a5960
    Version
    1
    Workflow
    Clinical Evidence & Decision Support
    Dimension
    interoperability
    Retrieved
    2026-08-27
    Reviewer
    healthit-gate-v1
    Source URL
    https://about.ada.com/press/220315-ada-healths-medical-ai-solutions-now-available-on-epic-app-orchard
  26. Ada closed its Series B at $120M: $90M led by Leaps by Bayer (May 2021) plus a $30M extension from Farallon Capital, Red River West and Bertelsmann Investments (Feb 2022), with Schroders Capital acquiring secondary shares; total funding ~$189M

    Provenance
    Claim ID
    clm_fb263852bb4e2fd81471
    Version
    1
    Workflow
    Clinical Evidence & Decision Support
    Dimension
    market durability
    Retrieved
    2026-08-27
    Reviewer
    healthit-gate-v1
    Source URL
    https://about.ada.com/press/220210-ada-health-extends-series-b-to-120-million
  27. ModMed acquired Klara (announced Feb 8, 2022) to combine Klara's patient collaboration platform with its specialty EHR/PM suite and drive patient-centric communication

    Provenance
    Claim ID
    clm_3d3ce68ff677f7ff6244
    Version
    1
    Workflow
    Patient Access & Contact Center AI
    Dimension
    market durability
    Retrieved
    2026-08-27
    Reviewer
    healthit-gate-v1
    Source URL
    https://fcventures.com/modmed-acquires-maker-of-the-klara-practice-patient-collaboration-platform/
  28. Infermedica raised a $30M Series B led by One Peak (January 2022), bringing total funding to roughly $44M, to expand its AI-based medical guidance platform

    Provenance
    Claim ID
    clm_aadc47ac08fc4c144849
    Version
    1
    Workflow
    Clinical Evidence & Decision Support
    Dimension
    market durability
    Retrieved
    2026-08-27
    Reviewer
    healthit-gate-v1
    Source URL
    https://techcrunch.com/2022/01/25/infermedica-raises-30m-to-expand-its-ai-based-medical-guidance-platform/
  29. Raised $130M Series C led by FTV Capital, bringing total funding to $160M; 550+ health systems/hospitals/FQHCs, 80+ EHR integrations, 25+ products; customers include Banner Health, Cook County Health, Kelsey-Seybold, Montefiore

    Provenance
    Claim ID
    clm_816edc730f7e3b3b0de1
    Version
    1
    Workflow
    Patient Access & Contact Center AI
    Dimension
    market durability
    Retrieved
    2026-08-27
    Reviewer
    healthit-gate-v1
    Source URL
    https://www.prnewswire.com/news-releases/luma-health-raises-130-million-in-series-c-funding-to-unify-automate-and-transform-patients-healthcare-journeys-301430687.html
  30. Journal of Investigative Dermatology study (Dulmage et al., 2021;141:1230-1235, doi 10.1016/j.jid.2020.08.027) of VisualDx's point-of-care AI system found 'The AI system achieved an accuracy of 68% in determining the single most likely morphology from the test image bank', while primary care physicians scored 36% without aids and 68% with a visual guide (P < 0.001); on 222 images across Fitzpatrick skin types the AI achieved 70% accuracy in Fitzpatrick I-III and 68% in Fitzpatrick IV-VI (P = 0.79).

    VisualDxPeer-reviewed studyUnverifiedOpen source ↗
    Provenance
    Claim ID
    clm_19dcf624d235238fa2b7
    Version
    1
    Workflow
    Clinical Evidence & Decision Support
    Dimension
    evidence strength
    Retrieved
    2026-08-27
    Reviewer
    healthit-gate-v1
    Source URL
    https://doi.org/10.1016/j.jid.2020.08.027
  31. Independent BMJ Open peer-reviewed vignette study (Gilbert et al., 2020) compared digital symptom assessment apps, including Ada, against GPs for suggesting conditions and urgency advice

    Provenance
    Claim ID
    clm_796e5c36fb879e0a483b
    Version
    1
    Workflow
    Clinical Evidence & Decision Support
    Dimension
    evidence strength
    Retrieved
    2026-08-27
    Reviewer
    healthit-gate-v1
    Source URL
    https://pmc.ncbi.nlm.nih.gov/articles/PMC7745718/
  32. WELL Health (now Artera) announced a $45 million Series C funding round led by Lead Edge Capital, 'bringing total funds raised to $75 million since its founding in 2015'; 'This year alone, WELL technology will enable 200k+ healthcare providers to send more than 1 billion messages with 30+ million patients' (Santa Barbara, Nov 24, 2020).

    Artera AI PlatformPress releaseUnverifiedOpen source ↗
    Provenance
    Claim ID
    clm_afafb585a4c60f0c7a5f
    Version
    1
    Workflow
    Patient Access & Contact Center AI
    Dimension
    economic value
    Retrieved
    2026-08-27
    Reviewer
    healthit-gate-v1
    Source URL
    https://artera.io/news/well-health-inc-secures-45-million-in-series-c-funding-to-transform-patient-communication-for-health-providers-payers-and-acos/
  33. Raised $15M Series B backed by Google's Gradient Ventures to scale patient communication platform (2020)

    Provenance
    Claim ID
    clm_a40a6b32a2975c354779
    Version
    1
    Workflow
    Patient Access & Contact Center AI
    Dimension
    market durability
    Retrieved
    2026-08-27
    Reviewer
    healthit-gate-v1
    Source URL
    https://techcrunch.com/2020/08/20/patient-engagement-startup-raises-15-million-from-googles-gradient-ventures/
  34. Lunit INSIGHT MMG (Lancet Digital Health 2020): the AI algorithm was developed and validated on 170,230 mammography examinations from five institutions; in a multicentre, observer-blinded reader study of 320 mammograms read by 14 radiologists, AI performance (AUROC 0.940) significantly exceeded radiologists without assistance (AUROC 0.810, p<0.0001), and AI assistance improved radiologists' performance to AUROC 0.881 (p<0.0001).

    Lunit INSIGHTPeer-reviewed studyUnverifiedOpen source ↗
    Provenance
    Claim ID
    clm_9953a345495ad65fe703
    Version
    1
    Workflow
    Imaging & Diagnostic AI
    Dimension
    evidence strength
    Retrieved
    2026-08-27
    Reviewer
    healthit-gate-v1
    Source URL
    https://doi.org/10.1016/S2589-7500(20)30003-0
  35. In 477 consecutive stroke-suspected CTAs, the RAPID CTA automated large vessel occlusion detection algorithm achieved sensitivity of 0.94 and negative predictive value of 0.98 with a median processing time of 158 seconds (IQR 150-167) (Stroke, 2019).

    Rapid CTAIndependent reportUnverifiedOpen source ↗
    Provenance
    Claim ID
    clm_cd32fe4c0f632177ad86
    Version
    1
    Workflow
    Imaging & Diagnostic AI
    Dimension
    evidence strength
    Retrieved
    2026-08-27
    Reviewer
    healthit-gate-v1
    Source URL
    https://www.ahajournals.org/doi/10.1161/STROKEAHA.119.026259
  36. Listed on Epic App Orchard with discrete, bidirectional Epic interoperability; intake platform certified by SOC 2, HITRUST CSF and P2PE

    Provenance
    Claim ID
    clm_3bd9862fd44f978ce3d1
    Version
    1
    Workflow
    Patient Access & Contact Center AI
    Dimension
    interoperability
    Retrieved
    2026-08-27
    Reviewer
    healthit-gate-v1
    Source URL
    https://www.phreesia.com/news/phreesia-joins-the-epic-app-orchard-marketplace/
  37. Cluster-randomized controlled trial in J Med Libr Assoc (2019 Apr 1;107(2):151-162, doi 10.5195/jmla.2019.581) evaluated VisualDx as a clinical evidence technology for skin problems in primary care: 'Thirty-two PCPs and 433 patients participated', and time from index visit to skin problem resolution was similar in both groups (hazard ratio=0.92; 95% CI 0.70, 1.21; p=0.54).

    VisualDxPeer-reviewed studyUnverifiedOpen source ↗
    Provenance
    Claim ID
    clm_fa1a96f540b206b3d969
    Version
    1
    Workflow
    Clinical Evidence & Decision Support
    Dimension
    evidence strength
    Retrieved
    2026-08-27
    Reviewer
    healthit-gate-v1
    Source URL
    https://pmc.ncbi.nlm.nih.gov/articles/PMC6466492/
  38. Raised $11.5M Series A (2018) to improve patient-provider communication; platform used by practices to replace phone-tag workflows

    Provenance
    Claim ID
    clm_c5f2a8c0c5463b250dda
    Version
    1
    Workflow
    Patient Access & Contact Center AI
    Dimension
    general
    Retrieved
    2026-08-27
    Reviewer
    healthit-gate-v1
    Source URL
    https://techcrunch.com/2018/08/07/klara-picks-up-11-5-million-to-improve-communication-in-healthcare/
  39. FDA granted the first-ever De Novo clearance for an AI computer-aided triage and notification platform (Viz LVO, Feb 2018), creating a new regulatory classification for AI triage software

    Viz.ai One PlatformRegulatory filingUnverifiedOpen source ↗
    Provenance
    Claim ID
    clm_2f6a2acfe7387eae2d83
    Version
    1
    Workflow
    Imaging & Diagnostic AI
    Dimension
    evidence strength
    Retrieved
    2026-08-27
    Reviewer
    healthit-gate-v1
    Source URL
    https://www.fda.gov/news-events/press-announcements/fda-permits-marketing-clinical-decision-support-software-alerting-providers-potential-stroke
  40. PLATFORM trial (JACC 2015): in 584 patients with suspected coronary disease, FFRCT-guided care reduced mean total medical costs by 32% in the planned-invasive stratum versus usual care ($7,343 vs $10,734; p<0.0001) over 90-day follow-up.

    HeartFlow Analysis (FFRct)Peer-reviewed studyUnverifiedOpen source ↗
    Provenance
    Claim ID
    clm_d313d88fef3ff93bd06f
    Version
    1
    Workflow
    Imaging & Diagnostic AI
    Dimension
    evidence strength
    Retrieved
    2026-08-27
    Reviewer
    healthit-gate-v1
    Source URL
    https://doi.org/10.1016/j.jacc.2015.09.051
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