Computer-assisted coding suggests diagnosis and procedure codes from the note and sends them to a professional coder. Products in the 3M lineage, now under Solventum, have done a version of this for years, and newer language models are being added on top. The coder remains the person who submits the claim. A suggestion is not documentation of a condition the clinician did not record.
Hospital health-information management and physician-group coding teams, after the clinical note exists and before the claim goes out.
No revenue or accuracy figure is stated. Productivity claims from vendors should be read as vendor-reported.
Solventum · Jan 15, 2024 · Year 2024
Added to the index Apr 9, 2026
Open sourceDirectory entry for education and market scanning. Not medical advice and not an endorsement.
Documentation & Coding
Vendor-reportedAmbient systems record a consented visit and draft a note the clinician edits before signing. Abridge, Nuance DAX Copilot, and Nabla are three products sold for this job. Vendors describe less after-hours charting. Independent results differ by specialty, and a draft is not a signed note. Patients need to know the visit is being captured.
Abridge · Nuance DAX Copilot · Nabla
Clinical Decision Support
PublishedThe Targeted Real-time Early Warning System (TREWS) watches the electronic record and asks a clinician to confirm or dismiss a possible sepsis alert. It was studied prospectively across five hospitals, not as a silent background score. The published association depends on a person acting on the alert within a few hours. It does not diagnose sepsis by itself.
TREWS · Bayesian Health
ICU & Critical Care
IllustrativeThis is an illustrative composite, not a trial report. A unit feeds monitor alarms through a second layer that withholds repeats already explained by motion, a loose lead, or a value the nurse just acknowledged. The bedside alarm for a new life-threatening rhythm still sounds. The point of the scenario is the governance question: who is allowed to silence what, and how a missed true alarm would be reviewed.
Multiparameter monitor · Local rules engine