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Healthcare Data Analytics Solutions
Transform Patient Care, Research, and Operations with Real-Time Insights
TeraDB Cloud empowers healthcare organizations to unify EHR, genomic, and IoT data, accelerate clinical research, and ensure HIPAA compliance—all while reducing infrastructure costs by 50% with open-source agility.
Key Challenges in Healthcare Analytics
Data Silos
Disjointed EHR, imaging, and IoT data hinders holistic patient care.
Real-Time Patient Monitoring
Detecting sepsis or cardiac events requires sub-second analysis of streaming vitals.
Genomic Research Bottlenecks
Querying petabytes of genomic data (VCFs, BAMs) for precision medicine.
Regulatory Compliance
Securing PHI/PII under HIPAA/GDPR without sacrificing performance.
Costly Legacy Systems
Scaling on-prem data warehouses for research becomes prohibitively expensive.
Unstructured and Uncompressed Data
Different Data Sources provide data in unstructured or Uncompressed form.
Technical Use Cases for Healthcare Analytics
Real-Time Patient Monitoring
Challenge
Detect critical events (e.g., sepsis, arrhythmia) from ICU vitals (ECG, SpO2) in <1 second.
Solution
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Ingest streaming vitals (HL7/FHIR) into ClickHouse via Kafka, using SQL window functions to compute trends (e.g., "heart rate variability <50ms").
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Trigger alerts via Elasticsearch’s anomaly detection and push to nurse stations via Twilio API.
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Cache patient histories in RediSearch for <10ms retrieval during emergencies.
Genomic Data Analysis
Challenge
Identify disease-linked variants across 100,000+ whole genomes.
Solution
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Store VCF/BAM files in ClickHouse’s columnar format for fast allele frequency queries.
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Use GPU-accelerated ClickHouse instances to run GWAS (genome-wide association studies) 10x faster.
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Anonymize PHI with Elasticsearch’s data masking plugins for compliant sharing.
Predictive Readmission Risk
Challenge
Reduce 30-day readmissions by predicting high-risk patients.
Solution
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Train XGBoost models (PyTorch) on EHR data (lab results, demographics) stored in ClickHouse.
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Deploy models as ClickHouse ML UDFs to score patients in real time during discharge.
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Flag high-risk cases in Grafana dashboards for care team follow-ups.
Medical Imaging Analytics
Challenge
Analyze 10TB+ of DICOM/MRI data for AI-driven diagnostics.
Solution
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Store imaging metadata in ClickHouse, linked to S3/GCS-hosted DICOM files.
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Use Elasticsearch’s k-NN plugin to find similar cases for radiologist review.
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Train CNNs (TensorFlow) on ClickHouse-annotated datasets for tumor detection.
Fraud & Waste Detection
Challenge
Identify $100B+ in annual healthcare fraud (e.g., upcoding, phantom billing).
Solution
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Ingest claims data (ICD-10, CPT codes) into ClickHouse, apply Sigma rules to flag outliers (e.g., "1000+ claims/day per provider").
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Use Elasticsearch’s graph analysis to uncover collusion networks.
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Automate audit reports for CMS/HIPAA compliance
How TeraDB Cloud Solves Healthcare Challenges
Unified Data Platform
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ClickHouse: Merge EHR, genomic, and IoT data into a single source of truth with 100x faster queries.
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Elasticsearch: Enable hybrid search (structured + unstructured) across clinical notes and research papers.
Real-Time Insights
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ClickHouse ML: Deploy predictive models (e.g., sepsis risk) as UDFs for bedside decision support.
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RediSearch: Deliver patient histories to clinicians in <10ms during emergencies.
Compliance & Security
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BYOK (AWS KMS/GCP Cloud HSM): Encrypt PHI/PII with your keys for HIPAA/GDPR compliance.
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Audit Logs: Track data access with nanosecond precision in ClickHouse.
Cost Efficiency
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Cold Storage: Archive DICOM/imaging data to S3/Glacier at $0.023/GB/month.
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Auto-Scaling: Burst compute for genomic analysis, scale down post-research.
24/7 Expert Support
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ClickHouse Healthcare Specialists: Optimize schemas for HL7/FHIR workflows.
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Elasticsearch Compliance Engineers: Implement HIPAA-ready access controls.
Compressed and Structured Data Storage
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Compress data up to 90% for less storage cost.
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Structure data at ingestion to minimise the query execution time.
Managed Services with Random Product Feature’s
Managed ClickHouse Services
Supercharge real-time analytics with a fully managed columnar database. Process petabytes of data at lightning speed, backed by automated scaling, security, and 24/7 expert support.
Managed Apache Kafka Services
Build fault-tolerant data pipelines with a fully managed Kafka service. Stream thousands of events per second, powered by auto-scaling brokers, geo-replication, and enterprise security.
Managed ElasticSearch Services
Deliver millisecond search & analytics with a managed ElasticSearch solution. Automate indexing, security, and compliance for log analytics, APM, or customer-facing search.
Managed Redis Services
Power real-time apps with a fully managed Redis service. Achieve microsecond latency for caching, leaderboards, and pub/sub messaging, backed by instant failover and TLS encryption.
What Our Clients Are Saying
Hear from industry leaders who have transformed their data infrastructure with TeraDB Cloud.
Michael Johnson
Runs Data Devision
“TeraDB Cloud’s real-time fraud detection system saved us individuals hundreds of thousands of dollars in possible losses. Their handled RediSearch services were essential to our achievement.”
Sophia Chen
VP of Engineering
“With the scalable infrastructure of TeraDB Cloud, we lowered latency for our gaming analytic system from 2 seconds to less than 200ms.”
Steve Preusz
Data Science Lead
“Using TeraDB Cloud, we established a completely managed healthcare data analysis pipeline.” At every point, their committed support staff guaranteed conformity and safety.”
James O’Neil
Senior Data Engineer
“In our pipelines, the smooth integration of Kafka and Elasticsearch has been revolutionary. Experts with TeraDBCloud will make sure there is no downtime throughout migration.”