Overview
Danny Analytics is the analytical application built on top of Danny Platform® designed to provide an easy-to-use immediate understanding of patient data and address questions such as Real-World Evidence of patient treatment.
Danny Analytics enables physicians, pharmaceutical companies, and reimbursement agencies to gain insight into Real-World Evidence of patient care, particularly in this era of Value-Based Healthcare.
Via propriety ML and NLP algorithms, the application delivers real-time aggregated analyses of structured and unstructured hospital records (epicrisis) with integration of EHRs, external clinical and drug databases, etc.
Currently, Danny Analytics sources and processes data daily from leading hospitals in Bulgaria
Highlights
Data Security
- Encryption and anonymization of personal patient info
- GDPR compliance
- Well-structured authorization policy
- Specific access level based on licenses type
- All users are authenticated with their true identities
Data Quality
- Proprietary algorithms & methodologies
- Custom-built data source integration & harmonization
- ML-based data quality controls the pipeline
System Integration
- Can be installed on-premises or on a private cloud at every hospital center
- It extracts statistical patient data from any EHR or HIS systems
- It can be integrated to any payers’ data base
- Highest security standards between medical sites and our central servers
UI & Velocity
- Quick and easy access to real-world data analysis
- Intuitive user interface
- SAP Hana allows for Big Data upload instantly
Danny Analytics Tools
Danny Analytics provides real-time aggregated analyses of structured and unstructured health data with integration of registries, external clinical and drug databases, etc. The application delivers insight on how specific factors influence patient outcomes and the effectiveness of regimens for value-based care.
Statistics
A statistical summaries tool to provide immediate insight into real-world hospital data
- Flexible and Intuitive filter cards
- Analysis based on various type categories – therapy type, therapy kind, regimens, TNM staging system, etc.
- Visualization by Bar charts, Pie charts, and Tabular form
- “Sliced and diced” data analyses
Survival
- Kaplan-Meier curves of survival, real-time tracking with predefined survival endpoints: Overall Survival (OS), Progression-Free Survival (PFS), etc.
- Censorship of events
- Statistical significance testing of differences in survival
- Statistical methods to minimize biases in real-world data
- Hazard ratio estimation of covariates
Patients
A comprehensive and effective tool for a full clinical pathway of patient(s), procedures, diagnostics, and treatment outcomes.
- Summary table of patients based on filtered criteria
- Visualization of patients’ treatment parameters
- Insights into how new therapies are being used to improve the lives of cancer patients.
Use Cases
Physicians
Danny Analytics supplies an immediate statistical summary of health data of aggregate or individual, chronological profile of patients of interest to make an informed decision. It calculates treatment outcomes and provides access to clinically important endpoints like overall survival OS, progression-free survival PFS, objective response rate ORR, and others. It benefits physicians when preparing their academic work or medical publications.
Payers
Danny Analytic shifts the process to value-based healthcare based on therapeutic approach, effectiveness, and safety. It monitors the effectiveness of new/innovative drugs and provides deeper understanding of the benefit-risk ratio of different therapeutic options. It gives budgetary predictability on public spending. Value-based reimbursement. Population health analyses.
Pharmaceutical companies
Danny Analytics enables better tracking and evaluation of real-world data to uncover newly approved drug patterns, drug effectiveness, and market access. Cost-effective analyses and ICER calculations. In support of reimbursement renewals and HTA submissions.
Related Case Studies
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