Patient Data Anonymization
Project scope
Categories
Biotechnology Information technology Software development Machine learning Artificial intelligenceSkills
information privacy data integrity dask (software) spark testing medical records apache sparkThe main goal for the project is to develop a pipeline for anonymizing patient data using Dask or Spark, ensuring privacy and compliance with data protection regulations.
This will involve several different steps for the students, including:
- Understanding the requirements for patient data anonymization and compliance with data protection regulations.
- Developing a pipeline using Dask or Spark for anonymizing patient data.
- Testing the pipeline to ensure that patient data is effectively anonymized while maintaining data integrity.
- Documenting the pipeline development process and compliance measures for future reference.
By the end of the project, students should complete the following list of activities:
- A developed pipeline for anonymizing patient data using Dask or Spark.
- Testing results and documentation demonstrating the effectiveness of the pipeline in anonymizing patient data while maintaining data integrity.
- A comprehensive report outlining the pipeline development process and compliance measures.
Final deliverables:
- The developed pipeline source code and documentation.
- A detailed report on the pipeline development process and compliance measures.
Students will be able to connect with our software engineers at the company's full discretion. MRI data sets will be made available.
About the company
Provista AI, a nascent North American venture, is revolutionizing prostate MRI interpretation through our advanced Computer-Aided Detection prostate software. Merging artificial intelligence with radiological expertise, we provide radiologists with a robust tool that accelerates the diagnostic process. Powered by deep neural networks, our software analyzes every pixel of imaging data to deliver critical insights swiftly, amplifying diagnostic accuracy and enabling swift and precise cancer identification. It optimizes workflow efficiency, providing a smoother operational rhythm for radiologists. Provista AI ensures consistent excellence in diagnostics, pioneering a standard of uniformity in analysis.
Step into a realm where efficiency, accuracy, and standardization define the zenith of patient care. Provista AI is driving the healthcare sector toward a future of improved patient care and superior diagnostic outcomes by alleviating the analysis workload and propelling the standard of prostate cancer diagnosis.