Bayesian Health vs Implicity
Implicity raised a EUR 35M growth round on September 9, 2026, led by IRIS with Five Arrows. Its buyer is a cardiology device clinic following pacemakers, ICDs and loop recorders from Abbott, Biotronik, Boston Scientific, Medtronic and MicroPort, which the vendor calls manufacturer-agnostic. FDA lists three 510(k) clearances for Implicity, IM007 (K210543), SignalHF for heart failure risk (K230842) and the ILR ECG Analyzer (K253463). The two papers with Implicity authors cover its insertable-monitor algorithm and its AF alert filtering. PubMed lists no peer-reviewed validation under SignalHF, and the vendor cites Health Data Hub data and a 26% mortality reduction against conventional remote monitoring.
Bayesian Health is a Johns Hopkins spinout whose FDA-cleared sepsis flag descends from the TREWS system, and the inpatient sepsis lead at a Medicare hospital is the person who buys it. SignalHF scores heart failure risk from implanted-device data in outpatient follow-up, while Bayesian reads inpatient EHR data for sepsis, so each answers to a different clinical owner.
Decision support · Reviewed November 2, 2026

Bayesian Health
by Bayesian Health
Sepsis flagging software that monitors EHR data continuously and shows a high-risk flag in the chart. FDA 510(k) cleared April 2026.
Implicity
by Implicity · founded 2016
Cloud platform for remote monitoring of pacemakers and ICDs, with AI alert filtering and heart failure risk scoring for device clinics.
When to pick each one
Bayesian Health
- Inpatient sepsis flag, FDA 510(k) cleared
- Sepsis flag descends from Johns Hopkins TREWS
Implicity
- Pacemaker and ICD remote monitoring across five makers' devices
- SignalHF heart failure risk score, FDA K230842
- Raised EUR 35M in September 2026
Score
Each row shows points earned of points available under the published rubric.
Bayesian Health
33of 100
Implicity
36of 100
| Dimension | Bayesian Health | Implicity | Difference |
|---|---|---|---|
| FDA clearance | 12 / 12 | 12 / 12 | 0 |
| HIPAA / SOC2 / BAA | 0 / 10 | 0 / 10 | 0 |
| EHR integrations (count) | 0 / 5.6 | 0 / 5.6 | 0 |
| Top-3 EHR coverage (Epic / Oracle / Athena) | 0 / 4.8 | 0 / 4.8 | 0 |
| Bidirectional write-back | 0 / 1.2 | 0 / 1.2 | 0 |
| Peer-reviewed papers | 8.4 / 21 | 8.4 / 21 | 0 |
| RCT / meta-analysis / systematic review | 0 / 9 | 0 / 9 | 0 |
| Funding & adoption signal | 6 / 12 | 3 / 12 | +3 |
| Pricing transparency | 1.3 / 2.5 | 1.3 / 2.5 | 0 |
| Years in market | 0 / 6 | 6 / 6 | -6 |
Scroll horizontally to see every column.
Pricing
Bayesian Health
| Tier | Monthly | Annual | Notes |
|---|---|---|---|
| Enterprise | n/a | n/a | No public price. |
Implicity
| Tier | Monthly | Annual | Notes |
|---|---|---|---|
| Enterprise | n/a | n/a | No public price. |
Evidence
Bayesian Health
FDA decisions
K250680 (opens in new tab)510(k)2026-04-30
Bayesian Health Sepsis Flagging Device
Peer-reviewed
1 PubMed record names Bayesian Health.
Implicity
FDA decisions
K253463 (opens in new tab)510(k)2026-07-02
ILR ECG Analyzer (IM007)
K230842 (opens in new tab)510(k)2023-10-25
SignalHF (IM008)
K210543 (opens in new tab)510(k)2021-11-03
IM007
Peer-reviewed
1 PubMed record names Implicity.
Compliance and integrations
Documented from each vendor’s own pages.
| Spec | Bayesian Health | Implicity |
|---|---|---|
| Free tier | ||
| HIPAA | ||
| SOC 2 Type II | ||
| EHR integrations | Not specified | Not specified |
| Founded | n/a | 2016 |
| HQ | US | FR |
Scroll horizontally to see both columns.
Common questions
Open the full decision support comparison
Differential diagnosis, treatment guidance, drug interactions, evidence-grounded Q&A. The CDS landscape ranges from the UpToDate gold standard to physician-only OpenEvidence. We compared what clinicians actually use.
