LOS Optimizer Agent

Length of stay optimization and resource management

Model: proofmed-resource-v4
Discharge planning optimization
Bed management and flow
Resource utilization analysis
LOS Optimizer Agent Inference
Model Loaded • Ready

Input Parameters

Analysis Output

Waiting for input...

This agent can:

→ Discharge planning optimization

→ Bed management and flow

→ Resource utilization analysis

→ Cost-effectiveness modeling

→ Readmission risk prediction

→ Care coordination

Available Tools

Discharge Readiness Score

Bed Flow Optimizer

Cost Calculator

Readmission Risk Model

Care Pathway Tracker

Resource Utilization Monitor

Technical Specifications

Model: proofmed-resource-v4

Parameters: 7B fine-tuned

Latency: <200ms

Accuracy: 98.7%

Training Data: 50M+ medical records

Integration Options
# API Integration
import proofmed

agent = proofmed.LosAgent()
result = agent.analyze({
    "input": patient_data,
    "mode": "comprehensive"
})

print(result.recommendations)
Evidence Base

PubMed: 30M+ papers indexed

Guidelines: 500+ clinical guidelines

Trials: 100K+ RCTs analyzed

Updates: Real-time literature monitoring