WHEN OBSERVATIONAL DATA ARE NEEDED
- Clinical research
- Evidence-based clinical management
- Evaluation of drug or medical effectiveness in social and healthcare and pharmaceutical
- Pharmaceutical pricing and reimbursement applications
MEDICAL DATA
Evidence-based decision-making is in the core of medicine. In routine clinical practice, medical data is collected from various sources to meticulously evaluate and assess diagnoses, treatment responses, and disease prognoses. These principles also hold true for medical data analytics.
To achieve accurate medical data analytics, it is crucial to have a profound understanding of how clinical data is organized and encoded within electronic health registries. Unlike registry-based research, this knowledge allows for in-depth insights and a more comprehensive analysis. Additionally, the development of tools capable of efficiently processing large volumes of text-formatted data is vital for the efficient investigation of extensive patient cohorts.
HIGH QUALITY CONSULTATION
Databases and Registries
Since 2018, I have specialized in the efficient organization and
consolidation of complex datasets. My expertise lies in transforming
unstructured clinical reports into concise numerical variables and
designing streamlined data analysis pipelines that automatically update
databases with the latest information. Through my work, I have
consistently delivered intuitive tables and improved data structures,
enabling easy access and interpretation of valuable insights.
Legislation
A thorough understanding of key legislation is essential when handling
medical data. I possess in-depth knowledge of The Act on the Secondary
Use of Health and Social Data (Toisiolaki) and The General Data
Protection Regulation (GDPR), ensuring strict adherence to privacy and
security regulations. Additionally, my experience in obtaining research
permits enables me to execute data analysis projects with flexibility
and reliability while maintaining compliance.
Comprehensive
service
A successful data analysis endeavor hinges on formulating precise
research questions and implementing appropriate methodologies. My goal
is to provide indispensable information necessary for clinical
decision-making, pharmaceutical advancements, and societal impact. With
a unique blend of expertise in medicine, research, and bioinformatics, I
offer comprehensive data science services that encompass
conceptualization, meticulous planning, seamless implementation,
insightful visualization, thorough reporting, and impactful publication.
By leveraging my domain knowledge, I guarantee high-quality execution
throughout the entire data analysis process.
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