AI/ML for Healthcare & Life Sciences
HIPAA-compliant clinical NLP, medical imaging, and patient analytics — deployed on-prem or private cloud with complete audit trails.
Why healthcare providers choose us
Privacy-first AI that meets compliance requirements
HIPAA & HITRUST compliance
PHI encryption at rest and in transit, access logging, BAA agreements, and de-identification workflows. Full audit trails for compliance review.
On-premise deployments
Patient data stays within your VPC or datacenter. No third-party API calls. Run LLMs, computer vision, and NLP models entirely on your infrastructure.
EHR/EMR integration
HL7 FHIR, Epic, Cerner, and MEDITECH integrations. Real-time data pipelines, bidirectional sync, and backward compatibility with legacy systems.
Clinical validation
Work with your clinical teams for model validation, sensitivity/specificity tuning, and bias detection. Designed for clinical decision support, not automation.
Solutions for healthcare providers
From research to production-ready systems
Clinical NLP & Documentation
Extract structured data from clinical notes, discharge summaries, and radiology reports. Named entity recognition for medications, diagnoses, procedures, and lab values.
- • Clinical entity extraction (ICD-10, CPT, SNOMED CT, RxNorm)
- • Automated medical coding (billing optimization)
- • Adverse event detection (pharmacovigilance)
- • De-identification (PHI removal for research datasets)
Impact: 70-80% reduction in coding time, 94%+ accuracy on clinical notes
Medical Imaging & Computer Vision
Deep learning for radiology, pathology, and diagnostic imaging. Detection, segmentation, and classification with FDA submission support.
- • Radiology AI (chest X-ray, CT, MRI abnormality detection)
- • Pathology image analysis (tumor detection, cell classification)
- • Retinal screening (diabetic retinopathy, AMD)
- • DICOM integration and PACS workflows
Impact: 30-40% faster diagnosis, improved sensitivity for early detection
Patient Risk Prediction & Stratification
Predictive models for readmission risk, sepsis onset, and disease progression. Real-time alerts integrated with EHR systems.
- • 30-day readmission risk (LACE index + ML enhancements)
- • Sepsis early warning (vitals + lab streaming)
- • Chronic disease progression (diabetes, CKD, CHF)
- • No-show prediction (appointment optimization)
Impact: 25-35% reduction in preventable readmissions
Clinical Decision Support (RAG)
LLM-powered medical reference search over UpToDate, PubMed, clinical guidelines, and internal protocols. HIPAA-safe, on-prem deployment.
- • Differential diagnosis assistance (symptom-to-condition mapping)
- • Treatment protocol lookup (evidence-based guidelines)
- • Drug interaction checking (contraindications, dosing)
- • Medical literature search (RAG over PubMed abstracts)
Impact: 50% faster clinical reference lookup, improved diagnostic accuracy
Client success: Harmony Health
HIPAA-compliant NLP in production
94%
Clinical coding accuracy
70%
Reduction in coding time
100%
HIPAA compliance audit pass
"We needed HIPAA-compliant NLP for clinical notes. Plexibit built an on-prem solution with 94% accuracy, complete audit trails, and model versioning that passed compliance review."
— Dr. Sarah Kim, VP Engineering, Harmony Health
Technology stack for healthcare
HIPAA-compliant tools and frameworks
Clinical NLP
scispaCy, MedCAT, BioBERT, ClinicalBERT, Stanza
Medical Imaging
PyTorch, MONAI, TensorFlow, SimpleITK, PyDICOM
EHR/FHIR
HL7 FHIR, Epic APIs, Cerner integration, SMART on FHIR
Privacy Tools
Presidio, Philter, ARX, Differential privacy libraries
Ready to explore AI for your business?
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