This week Modality.AI’s Chief Science Officer Vikram Ramanarayanan is presenting at the 2025 Annual Meeting of the American Association for the Advancement of Science (AAAS) in Boston. Vikram’s presentation is titled “Voice-based AI for Medicine: Practices for Ethical Interventions at Scale” https://lnkd.in/gfMwMgaz. This year's meeting theme is "Science Shaping Tomorrow," which emphasizes the pivotal role of scientific and technical expertise in public discourse and policymaking.
*Voice-based AI for Medicine: Practices for Ethical Interventions at Scale*
People with neurological and mental health disorders face health disparities and barriers in access to health care, jobs, and education. There is an urgent need for objective and remote clinical assessments for early diagnosis and monitoring of disease progression, and for user interfaces that can be used successfully by people with these disorders. Voice analytics and speech recognition are potential technological solutions to bridge health disparities and overcome barriers for people experiencing these disorders. Speakers will present real-world applications of voice analysis technologies across different health conditions, such as cerebral palsy, ALS, Parkinson's disease, and schizophrenia. Community-based speech technology has enabled highly accurate screening and user interface development at an unprecedented scale, resulting in expanded access to services, education, and employment. At the same time, communities that are excluded from technology training datasets cannot benefit from this work, exacerbating inequality. Finally, speakers will discuss associated ethical considerations, and advocate for a sociotechnical approach to AI model design, recognizing that building trustworthy and responsible clinical AI models is not strictly a technical problem. Ethical AI deployment requires ensuring access for all, including accurate understanding of speech patterns in people with disabilities, while safeguarding data privacy, security, and provenance.
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