Healthcare data analytics

Healthcare data analytics

Our healthcare data solutions

Our company develops health data analytics solutions that offer actionable insights for every medical team, from diagnosticians to sales and marketing, and a panoramic view of healthcare facilities. We combine scalable leak-proof data warehouses, data mining and AI algorithms to look into a plethora of medical data coming from legacy systems, cloud, and portable devices, as well as external sources.

Looking to drive insightful decisions based on your healthcare data?

Contact us

Medical big data analytics

We create solutions that take medical data from numerous in-house and external sources, process it, and deliver meaningful insights fit for timely actions and informed decision-making.

Precision medicine analytics

We create big data analytics healthcare solutions that can draw from genome sequencing results to deliver highly targeted treatment plans, condition management strategies, and timely prevention measures.

What you get:

  • Higher diagnostic accuracy
  • Reduction in drug side effects
  • Personalized treatments
  • Patient-specific risk analytics
  • Improved condition management

Triage facilitation

Our data scientists train ML algorithms using relevant data for the analytical systems to make immediate decisions on triaging patients or relocating them to different providers, with the ability to notify on-site teams.

What you get:

  • Reduced wait time
  • Streamlined resource management
  • Faster diagnostics
  • Improved patient satisfaction
  • Improved communication

Fraud detection

Our experts train ML models to go through a patient’s health records, care and insurance data to detect suspicious behavior patterns, for example an unusually extreme treatment costs or regular readmissions.

What you get:

  • Timely detected misconduct
  • Reduced undue workload
  • Curbed financial losses
  • Improved resource utilization

We train and fine-tune ML models to run automated medical image analysis, facilitating diagnostics and research for medical professionals. These solutions help reduce cases of misdiagnosis and the need for repetitive tests, improving the overall quality of care.

What you get:

  • Opportunity for non-invasive diagnostics
  • Lowered overexposure
  • Timely diagnostics of rare diseases and cancers
  • Optimized imaging costs
  • Reduced repetitive imaging
  • Improved treatment efficiency

IoMT analytics

We deliver ML-powered solutions that automate the analysis of real-time medical device data within internet-of-medical-things networks and thus facilitate health professionals’ decision-making.

What you get:

  • Streamlined medical device analytics
  • Centralized tracking of assets
  • Data-centric remote patient monitoring
  • Workflow optimization
  • Improved chronic disease management

Performance and facility management analytics

We implement custom medical analytics software to enable decision-makers to monitor operations, employee efficiency, facility performance, and more in real time. Relying on self-service reports and dashboards, stakeholders and medical professionals can make fact-based decisions, backed by intelligent ML-driven data processing.

What you get:

  • Operational analytics
  • Financial reporting
  • Staff & clinical performance monitoring
  • Team-based reports
  • Risk management calculations

Population health analytics

We develop healthcare analytics solutions that extract data from disparate health data sources, including research databases and demographic data, to detect and report on cohort patterns with the help of big data and predictive analytics.

What you get:

  • Improved campaign targeting
  • Historical data analysis
  • Timely epidemiologic alerts
  • Predictions on condition development

Medical BI development scenarios

Custom solutions

We will develop a unique analytical tool that will be tailored to your objectives.

Embedded BI

To make analytics accessible throughout your digital services, we create analytical modules and integrate them as enhancements to your healthcare apps.

Self-service platform customization

We will customize a third-party platform to adapt it to your business needs. We work with Microsoft Power BI, Tableau, and Qlik.

Consult our data experts about choosing your medical analytics option.

Let’s talk

Related services

Healthcare CRM

We deliver custom medical CRMs that provide all-round patient management and help improve patient satisfaction through personalized care and marketing campaigns.

Mobile healthcare applications

We create secure mobile health solutions that help automate daily tasks, ensure smooth communication, and provide due care anytime, anywhere.

Telehealth solutions

Leveraging the power of telecommunication and wearable tech, we develop and integrate turnkey telehealth software to help patients connect with medical experts for remote consultations, diagnostics, and monitoring.

Healthcare BI software services

Use case exploration

We study your project requirements, consult you on suitable solutions, and prepare the implementation strategy.

Data preparation

We review and clean up your datasets as well as audit data quality.

Data warehousing

We build DWH architectures and ETL processes that provide for fault-free data connectivity, system stability and scalability.

Data visualization

We set up data visualizations that make complex multi-source data understandable for non-technical staff.

Solution integration

We integrate our analytical tools into legacy digital environments and ensure their interoperability.

Redesign and maintenance

We upgrade and maintain existing medical BI solutions, including ETL remake, DWH migration, data cleansing, and more.

Compliance

Our software complies with HIPAA, IEC 62304, DICOM, ICD-10, HL7, GMP, FDA 21 CFR Part 820 policies, as well as follows FHIR and OWASP requirements.

Case study

Healthcare analytics applications revamp for a US multinational

Itransition helped the customer bring their solutions up to speed with the modern tech stack and further secure their leading position in the healthcare analytics app market.

Blog

Healthcare data security in the times of COVID-19

We discuss several approaches to healthcare data security during the pandemic and offer some tips to ensure it. Read on to learn more.

Case study

Pharmaceutical data analytics suite for a US multinational

Read about Itransition’s 10+ years long cooperation with a US-based multinational to create their flagship pharmaceutical data analytics products.

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Big data analytics in healthcare: where we are today

We reflect on the most up-to-date applications of big data in medicine across the care cycle.

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A guide to big data-powered precision medicine

Learn how precision medicine can transform cancer treatment and organ replacement and find your way around precision medicine software.

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Anomaly detection with machine learning: spot risks before it's late

Find out how anomaly detection with machine learning can help us predict and proactively address upcoming threats.

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Predictive modeling in healthcare: how to adopt it painlessly

Learn about the rules to follow and misconceptions to avoid while implementing predictive modeling in your organization.

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Clinical decision support software: facilitating adoption

Clinical decision support software speeds up decision-making, and yet its adoption lags behind. We look into the ways to facilitate it. Learn more.