NLP Documentation

AI-powered clinical text processing & analysis platform

All Systems Operational

Documents Processed

142,847

+12.3% vs last month

Entities Extracted

1.2M

+8.7% accuracy improvement

Avg Latency

47ms

-15ms from baseline

Model Accuracy

96.8%

+2.1% after fine-tuning

Processing Pipeline

Tokenization Real-time text segmentation

Active

Named Entity Recognition BioBERT NER v3.1

Active

Relation Extraction Graph-based model

Training

Sentiment Classification Multi-label classifier

Active

Recent Activity

Batch #4821 completed 2 min ago — 342 notes processed

Model v3.2 training paused 15 min ago — Insufficient GPU memory

New dataset uploaded 1 hr ago — cardiology_notes_q4.csv

Quick Stats

Avg Processing Time 1.2s

Queue Depth 24

Error Rate 0.03%

Uptime 99.97%