Dr. Nikki-Rae Alkema, Doctor of Physical Therapy, is an orthopedic and pelvic health licensed physical therapist with a passion for improving quality of life through movement. In 2022, she received the esteemed Excellence in Biomechanics Award from the Doctor of Physical Therapy program at California State University, Long Beach. She believes in the power of using technological innovation to provide accessible and equitable healthcare. Some of her areas of special interest include Parkinson’s Disease, successful aging, and the biomechanics of road cycling.

Presentations

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Training Multi-Modal ML Classification Models for Real-Time Detection of Debilitating Disease

This session breaks down the training process of multi-modal machine learning models for real-time detection of debilitating diseases using video and audio data. Attendees will learn how to build and integrate video and audio classifiers, curate multi-modal datasets, and deploy these models in real-world settings. The session includes practical demonstrations and code samples to help participants implement their own multi-modal classification models, equipping them with tools and methodologies to apply in the healthcare industry or other fields requiring complex real-time detection.

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