MedTech & Clinical AI
Reducing Waste: Automated Tracking for Short-Dated Surgical Supplies
Learn how to track expiration dates for non-consignment surgical supplies in ASC operations to reduce waste and prevent stockouts effectively.
Research
Analysis of healthcare operations, clinical AI, synthetic data and the mathematics behind them — from the team building mintHealth.
MedTech & Clinical AI
Mapping Surgical CPT Codes to Tray Assembly Logic
Learn how to link CPT codes to surgical tray configuration to improve sterile processing accuracy and prevent intraoperative delays in surgery centers.
MedTech & Clinical AI
Mapping ASC Preference Cards to FHIR SupplyRequest
Step‑by‑step guide for materials managers to translate ASC preference cards into FHIR SupplyRequest resources, enabling reliable order automation.
MedTech & Clinical AI
Quantizing Edge AI Models for Medical Wearables
Learn how hardware engineers convert 16-bit weight matrices to INT8 in medical wearables while preserving vital signal fidelity and clinical thresholds.
MedTech & Clinical AI
Documenting SaMD Risk Under ISO 14971 for FDA 510(k)
Learn how software engineering teams map SaMD hazard analysis, risk controls, and residual risk under ISO 14971 for FDA 510(k) submissions.
MedTech & Clinical AI
Generating Synthetic EHR Lab Values Without Breaking Covariance
Learn how to generate synthetic EHR lab values while preserving strict covariance between biomarkers like creatinine, potassium, and GFR.
MedTech & Clinical AI
Validating Computer Vision for Retained Surgical Items
Learn how clinical teams test validating computer vision retained surgical items AI to ensure sponge and instrument count accuracy in the operating room.
MedTech & Clinical AI
Resolving EDI 850 Purchase Order Acknowledgement Mismatches
Learn effective strategies for resolving edi 850 acknowledgement errors in asc procurement to prevent supply chain disruptions and surgical delays.
MedTech & Clinical AI
Auditing ASC Item Masters for Duplicate UDI Records
Learn how materials managers can audit ASC item masters for duplicate UDI records to prevent ordering errors and streamline surgical supply chains.
MedTech & Clinical AI
Optimizing ASC Turnover Times to Expand Same-Day Capacity
Reduce OR turnover time in your ambulatory surgery center using timestamp tracking, parallel task workflows, and automated supply staging.
MedTech & Clinical AI
Validating Data Quality in Synthetic Surgical Schedule Generation
Learn practical methods to assess completeness and consistency of synthetic surgical schedule data before training procurement AI, ensuring reliable outcomes.
MedTech & Clinical AI
Managing Data Drift in Remote Pulse Oximetry Models
Learn how to detect and correct data drift in remote pulse oximetry AI, keeping SpO2 accuracy reliable as sensors age and patient populations evolve.
MedTech & Clinical AI
How Minor Code Updates Can Trigger High‑Risk AI Classification
Learn how small changes to hospital software can cause a high‑risk reclassification under the EU AI Act Annex III and what teams should do to stay compliant.
mintHealth
The autonomous procurement operating system for ambulatory surgical centers — built by Northhaven.