MedTech & Clinical AI
Assessing Re‑Identification Risk in Synthetic Surgical Schedules
Learn practical methods for materials managers to evaluate and reduce re‑identification risk when using synthetic surgical schedule data.
Research
Analysis of healthcare operations, clinical AI, synthetic data and the mathematics behind them — from the team building mintHealth.
MedTech & Clinical AI
Validating Post Op Acute Kidney Injury AI Models
Learn how clinical engineers test and validate post operative acute kidney injury AI prediction models against live electronic health record data.
MedTech & Clinical AI
How to Automate OR Supply Gap Alerts Using AI Agents
Learn a step‑by‑step process to set up AI agents that flag missing OR supplies before surgery starts, reducing delays and manual checks.
MedTech & Clinical AI
Aligning New GPO Contracts with Existing Preference Cards
Step‑by‑step guide for ASC materials managers to reconcile new GPO contracts with current preference cards while keeping scheduled cases on track.
MedTech & Clinical AI
Predicting Daily OR Block Utilization in an ASC
Learn how to use historical schedule and case duration data to forecast daily OR block fill rates in an ambulatory surgery center and improve planning.
MedTech & Clinical AI
Optimizing HL7 v3 CDA XML Parsing Speeds in Surgery Centers
Learn how to optimize HL7 v3 CDA XML parsing speeds in ambulatory surgery centers without dropping clinical payloads or missing supply data.
MedTech & Clinical AI
How to certify edge AI cardiac monitors under EU MDR Annex IX
Follow this step-by-step guide to align edge AI cardiac monitors with EU MDR Annex IX technical file and conformity assessment requirements.
MedTech & Clinical AI
Mapping Software Updates to EU MDR Annex IX Technical Files
Learn how medical device software teams update technical documentation under EU MDR Annex IX to maintain CE marks and ensure regulatory compliance.
MedTech & Clinical AI
Validating Surgical Supply Integrity with Synthetic Patient Data
Learn how ASC materials managers use synthetic patient data to validate surgical supply chains and prevent procurement errors before cases begin.
MedTech & Clinical AI
Validating Patient Monitor Anomaly Detection False Alarms
Learn how clinical engineers measure and reduce false positive rates in patient monitor anomaly algorithms using structured validation methods.
MedTech & Clinical AI
AI‑Driven Post‑Op Kit Restocking for Ambulatory Surgery Centers
Learn how ASC teams can use AI workflows to automatically trigger post‑operative kit replenishment, cutting manual counts and reducing delays.
MedTech & Clinical AI
Evaluating Substitute Surgical Supplies for Preference Cards
Learn a practical framework for evaluating substitute surgical supplies for preference cards without delaying the ambulatory surgery schedule.
mintHealth
The autonomous procurement operating system for ambulatory surgical centers — built by Northhaven.