Dashboard Overview
Real-time insights into patient matching and clinical trials
Active Agents
6 ActiveHuman Verification Center
5 CasesProtocol Conflict: Trial #0921
Agent 'OncoMatch' detected exclusion criteria overlap with patient MBPT-8921's renal function.
Contradiction Alert: MBPT-3321
Patient medication (Warfarin) contradicts with trial NCT099123 requirements.
Missing Data: MBPT-5512
Cytogenetic test results pending. Cannot proceed with matching.
Age Verification: Trial #1823
Patient age (78) is at upper boundary. Manual approval required.
Prior Treatment Conflict
MBPT-9911 has received CAR-T therapy. Trial requires treatment-naive patients.
Patient Pipeline (Oncology)
Analytics Dashboard
Real-time patient funnel and global provider insights
Filter Patients by Clinical Attributes
Patient Distribution by State
No states match the selected filters
Provider Distribution
Provider network across United States
Summary
Total Patients
Updated in last 24 hours
Active States
Updated in last 24 hours
Avg per State
Updated in last 24 hours
Top 5 States
No states to display
Live Activity
LiveNew Patient Added
MBPT-8821 • Cholangiocarcinoma
San Francisco, CA • Just now
Match Completed
MBPT-3321 • 4 trials matched
Seattle, WA • 2 min ago
Provider Connected
Memorial Sloan Kettering
New York, NY • 5 min ago
RWE Cohort Built
NSCLC Stage IV • 234 patients
Boston, MA • 8 min ago
DUO Analysis Complete
Drug X efficacy study • 12 sites
Houston, TX • 12 min ago
Agent Orchestrator
Real-time supervision of the autonomous patient data pipeline
Throughput
Latency
Active Agents in this Stage
Queue
Success
Load
Deploy Agent
Add a new worker to the stage
Clinical Trials Portfolio
AI-powered trial management with real-time patient matching and site intelligence
Active Protocols
2,847
Eligible Patients
78
Partner Institutions
87%
Enrollment Rate
Eligible
Sites
Match %
Add New Trial
Import protocol PDF or enter details manually
• •
Status Overview
Current Status
Uptime
Deployment
Auto-Scale
Performance Metrics
Intakes Processed
Last 24h2,847
+18% from last week
Consent Accuracy
99.1%A+
Verification: 100%
Records Processed
Last 24h18,427
+12% from yesterday
Data Quality Score
98.7%A+
Completeness: 99.2%
Biomarkers Extracted
Today4,829
NLP Accuracy
Clinical Notes96.3%
Entity Recognition: 97.8%
Matches Made
429
+24 this week
Avg Match Time
2.4s
↓ 15% from last month
False Positives
1.2%
Below threshold (3%)
Audit Checks
100% Pass42,817
Last 30 days: 0 violations
Encryption Rate
HIPAA Compliant100%
AES-256 encryption
Messages Sent
1,247
+142 today
Response Rate
78%
Avg reply time: 2.4h
Satisfaction
4.8★
Based on 427 surveys
Agent Capabilities
Identity Verification
Multi-factor verification with ID document scanning and biometric validation
Consent Management
Digital consent forms with e-signature capture and HIPAA compliance
Patient Communication
Automated welcome messages and intake status updates via SMS/email
Form Processing
OCR and intelligent form extraction with validation and auto-completion
EHR Integration
Connects to Epic, Cerner, Allscripts, and 8+ other EHR systems via FHIR API
Data Validation
Real-time validation of 42+ clinical data fields with automatic correction
Incremental Sync
Delta updates every 15 minutes with 99.9% data consistency
Anomaly Detection
ML-powered detection of data inconsistencies and missing values
Biomarker Extraction
Extracts 128+ biomarkers from pathology reports and lab results
NLP Processing
Clinical NLP with BERT model for entity recognition in doctor's notes
ML Matching Engine
Transformer-based model for patient-trial matching with 94.7% accuracy
Predictive Analytics
Predicts enrollment likelihood and trial success probabilities
Machine Learning Model Details
Model Architecture
BERT-Large
Parameters
340M
Training Data
1.2M records
Performance Metrics
Version Management
Current Version
v5.1.1
Available for update
v5.2.0-beta
Beta testing
Version History
Model Drift Detection
Concept Drift
0.8%
Within acceptable range
Data Drift
2.1%
Monitoring
Last Retrained
14d ago
Scheduled: 7d
Drift Alerts
Model performance remains stable. No immediate retraining required.
Recent Activity Log
EHR Sync Completed
Synchronized 1,247 patient records from Epic EHR
2 minutes ago
Data Validation Passed
Validated 842 lab results with 99.8% accuracy
15 minutes ago
Match Batch Completed
Processed 42 patients, found 18 trial matches
5 minutes ago
Model Inference
Ran 312 trial matches with 94.7% confidence
28 minutes ago
Health Check
All systems operational, latency: 42ms
1 hour ago
Daily Maintenance
Cache cleared, logs rotated, backup completed
3 hours ago