Perform data QC and analysis from the three study sites (UMN, UFL and Northwestern University) during the study period (3 4 years). Correct MRI data for distortions and artifacts, and process using existing computational models (in packages like FSL, MRtrix, and Spinal Cord Toolbox). Integrate the data from the brain and spinal cord and contribute to the development of a

Conduct Analytical Experiments (60%) Construct datasets from various data sources for research. Design and implement data processing and analysis infrastructure; Ensure the integrity and security of data, code, and analytical experiments. Design, setup and run computational experiments to evaluate and benchmark cutting edge machine learning algorithms. Design, setup and r

Implement complex machine learning, statistical, data mining, bioinformatics/clinical informatics algorithms. Design, setup and run computational experiments to execute algorithms on various types of biomedical or healthcare related data. Design, setup and run computational experiments to evaluate and benchmark cutting edge machine learning algorithms. Develop and modify

Construct datasets from various data sources for research. Design and implement data processing and analysis infrastructure; Ensure the integrity and security of data, code, and analytical experiments. Implement machine learning, statistical, data mining, bioinformatics/clinical informatics algorithms. Design, setup and run computational experiments to evaluate and benchm

Design, develop and maintain in house software applications used to maintain and expand the NCC food and nutrient database (35%) Implement ad hoc and recurring updates to the production version of the NCC food and nutrient database (20%) Design, implement, and conduct software testing procedures (20%) Carry out documentation of program and database changes (5%) Maintain l