cxr-k-lite1 0.1.0

CXR-K-Lite1 Model - High-throughput 3-plane fusion model

CXR-K-Lite1 Model

High-throughput CXR model optimized for speed using 3-plane fusion.

Installation

pip install cxr-k-lite1

Quick Start

from cxr_k_lite1 import analyze

claim = {
    "claimId": "CLM-FAST-001",
    "patientId": "PAT-001",
    "providerId": "PROV-001",
    "serviceDate": "2024-01-15",
    "procedureCode": "99213",
    "billedAmount": 120.0,
}

result = analyze(claim, tenant_id="tenant-123")
print(result["verdict"])

Features

• 3-plane fusion (structured, unstructured, contextual)
• Minimal context gathering for low latency
• Ideal for batch processing and high-throughput workloads

Model Capabilities

• Fusion Planes: 3
• Monte Carlo: No
• Speed Profile: Fast
• Precision Level: Standard

Usage

from cxr_k_lite1 import get_model

model = get_model()
result = model.analyze(claim, tenant_id)