WHEN OBSERVATIONAL DATA ARE NEEDED
- Clinical research
- Optimizing clinical management
- Evaluation of drug or medical effectiveness in healthcare
- 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 evaluate and assess diagnoses, treatment responses, and disease prognoses. These principles also hold true for medical data analytics.
Reliable medical data analysis requires a profound understanding of how clinical data is organized and encoded within electronic health registries going beyond typical registry-based research settings. Additionally, the development of tools capable of efficiently processing large volumes of text-formatted data is essential to efficiently investigate extensive patient cohorts.
HIGH QUALITY CONSULTATION
Databases and Registries
Since 2018, I have consolidated solid skills to organize and structure
complex datasets. I have been involved in transforming unstructured
clinical reports and streamlined data analysis pipelines to update
clinical databases 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, in particular 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 applying for research permits enables me
to execute data analysis projects with flexibility and reliability while
maintaining compliance.
Comprehensive
service
Successful data analysis is based on formulating innovative research
questions and studying these with appropriate methodologies. My goal is
to provide the necessary information for clinical decision-making,
pharmaceutical advancements, and societal impact. With a unique blend of
expertise in medicine, research, and bioinformatics, I can provide data
science services covering every step from conceptualization and planning
to implementation and reporting.
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