Fmrp Lean A Hipaa Compliant Ai Augmented Lims Arch

---
name: fmrp-lean-a-hipaa-compliant-ai-augmented-lims-arch
description: 'Skill generated from arXiv paper 2607.20382: FMRP-LEAN: A HIPAA-Compliant AI-Augmented LIMS Architecture for End-to-End Clinical Assay Workflow Optimization'
metadata:
  {
    "arxiv": {
      "id": "2607.20382",
      "title": "FMRP-LEAN: A HIPAA-Compliant AI-Augmented LIMS Architecture for End-to-End Clinical Assay Workflow Optimization",
      "authors": ['Eva McCord', 'Ernest Pedapati', 'Zag ElSayed'],
      "published": "2026-07-22",
      "categories": ['cs.HC', 'cs.AI', 'cs.ET', 'physics.med-ph', 'q-bio.NC'],
      "url": "https://arxiv.org/abs/2607.20382",
      "utility": 1.0
    }
  }
---
# FMRP-LEAN: A HIPAA-Compliant AI-Augmented LIMS Architecture for End-to-End Clinical Assay Workflow Optimization

**arXiv:** 2607.20382  
**Published:** 2026-07-22  
**Authors:** Eva McCord, Ernest Pedapati, Zag ElSayed  
**Categories:** cs.HC, cs.AI, cs.ET, physics.med-ph, q-bio.NC  
**Utility:** 1.00

## Key Innovation
Clinical biomarker workflows in translational research settings often rely on spreadsheet-driven tracking, manual quality control (QC) reconciliation, and loosely integrated systems, resulting in limited state visibility, delayed reporting, and increased operational risk. These challenges are particularly pronounced in multi-day assays such as Luminex-based quantification of Fragile X Messenger Ribonucleoprotein (FMRP), where HIPAA-compliant data governance, deterministic workflow progression, a...

## Potential Application
This paper presents advancements that could be applied to enhance agent capabilities in the areas of cs.HC, cs.AI, cs.ET, physics.med-ph, q-bio.NC.

## References
- arXiv: https://arxiv.org/abs/2607.20382