University of Florida · EngineeringJain Lab
Eakta Jain · Gainesville, Florida
Research Focus
The research lab led by Professor Eakta Jain focuses on improving autism diagnosis and treatment through innovative technology. By developing artificial intelligence methods to anonymize audiovisual data, they aim to share valuable resources while protecting the identity of children with autism spectrum disorders. This interdisciplinary approach brings together engineering and healthcare to create practical solutions that enhance accessibility and efficiency in behavioral assessments.
autismanonymizationAIvideo datamachine learningprivacybehavioral assessment
Research Aims
5AIM 01Develop AI techniques to anonymize videos of children with autism.
AIM 02Create a large dataset of audiovisual recordings for autism assessment.
AIM 03Evaluate the efficacy of different anonymization methods.
AIM 04Preserve essential behavioral traits during the anonymization process.
AIM 05Co-design user-friendly tools for clinicians and parents.
Skills the Lab Values
AI algorithmsdata anonymization techniquesbehavioral data analysismultimedia data handlingcrowdsourcing methods
Output against the department
Publications90bottom 19% of dept.224th of 278
this lab
most publishedleast published
Citations1.0kbottom 8% of dept.255th of 278
this lab
most citedleast cited
Career totals from OpenAlex, compared against labs that share a department. A department spans everything from one paper to tens of thousands, so bar heights are on a log scale — otherwise the largest lab would flatten every other bar to a line.