Medical Big Data AI Start-up - Technical Projects
Project scope
Categories
Security (cybersecurity and IT security) Information technology Software development Machine learning Artificial intelligenceSkills
protected health information machine learning scalability big data research artificial intelligencePositions available: 3 teams of 3-4 students.
Medical research relies heavily on Big Data - large volume of training and testing data is required to build an automatic medical diagnostic tool using advanced Machine Learning techniques. However, presence of Protected Health Information (PHI) in medical images constitutes a significant hurdle to sharing and aggregating data. Due to sheer volume of the datasets, manual removal of PHI is not scalable and building a tool for automatic PHI detection, deletion and masking is crucial.
Our company has developed fully automatic system for PHI Deidentification in Medical Images. More details will be provided during the initial interview.
Examples of projects the students could be responsible for:
- Evaluation of third party NLP Processing solutions
- Evaluation of third party Image Processing solutions
- Custom user interfaces
- Other projects
Work as part of the team.
Participate in weekly meetings.
CEO with 20 years of experience in AI will be available for:
- Weekly standups
- 1:1 with students as needed.
About the company
Our company is developing technology for identification and redaction of sensitive information in different media: texts, images, voice recordings, videos ...