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Big Data in Healthcare - Coggle Diagram
Big Data in Healthcare
Core Technologies
Hadoop & Spark
NoSQL Databases
Real-Time Streaming
Cloud Infrastructure
Data Sources
Electronic Health Records
Medical Imaging
Wearable Devices
Genomics Data
Analytics Techniques
Predictive Modeling
Machine Learning
Natural Language Processing
Deep Learning
Applications
Disease Outbreak Prediction
Personalized Medicine
Patient Readmission Risk
Remote Patient Monitoring
Benefits
Early Diagnosis
Improved Treatment Outcomes
Reduced Hospital Costs
Optimized Resource Allocation
Challenges
Data Privacy & HIPAA
Data Interoperability
Missing or Noisy Data
Model Interpretability