NIH Highlighted Topic: Digital Health and Artificial Intelligence Tools for Biomedical and Behavioral Research: Validity and Utility
Below is a brief summary. Please check the full solicitation before applying (link in resources section).
Executive Summary:
The National Institutes of Health (NIH) is encouraging innovative research focused on evaluating the validity and clinical utility of digital health and artificial intelligence (AI) tools across biomedical and behavioral research. This highlighted topic aims to advance rigorous validation of computing platforms, sensors, wearables, telehealth, and AI-based risk assessment and diagnostic algorithms used in healthcare and health-related research.
Rapidly evolving digital and AI technologies have accelerated scientific breakthroughs and surpassed human performance on several task-specific benchmarks, yet NIH notes their analytical validity, clinical validity, reliability, and utility in real-world research and clinical settings have often not been thoroughly examined. NIH is particularly interested in projects that assess these tools' impact and utility across the lifespan and among populations with limited access to traditional healthcare, with strong emphasis on risk assessment, data security, AI governance, and minimizing bias in underlying datasets.
Areas of interest include validating digital and AI tools for cancer risk factor measurement and cancer control continuum applications, assessing AI/ML tools for heart, lung, blood, and sleep condition diagnosis and monitoring, evaluating multimodal AI analysis of aging biology and Alzheimer's disease/related dementias biomarkers, validating smartphone and wearable sensing tools for alcohol use and relapse risk detection, developing AI clinical decision support tools for mental health and HIV prevention with attention to bias and model drift, validating digital tools for substance use disorder treatment (including SBIR/STTR-eligible commercialization pathways), and building generalizable, disease-agnostic benchmarking frameworks for digital health AI.
Note: as with prior topics, this is a Highlighted Topic rather than a standalone NOFO, so applicants apply through an appropriate NIH Parent Funding Announcement or other broad opportunity on Grants.gov rather than a dedicated solicitation with its own SBIR/STTR dollar figures. That said, NIDA explicitly calls out SBIR/STTR applications as encouraged where market need and commercialization potential are well defined, so this topic may be worth flagging for wearable medtech or digital health clients with clear commercial pathways.
This highlighted topic is supported by an unusually broad coalition of ICOs, including the Office of Behavioral and Social Sciences Research (OBSSR), National Center for Complementary and Integrative Health (NCCIH), National Cancer Institute (NCI), National Heart, Lung, and Blood Institute (NHLBI), National Institute on Aging (NIA), National Institute on Alcohol Abuse and Alcoholism (NIAAA), National Institute of Arthritis and Musculoskeletal and Skin Diseases (NIAMS), NICHD, National Institute on Drug Abuse (NIDA), National Institute of Dental and Craniofacial Research (NIDCR), National Institute of Mental Health (NIMH), National Library of Medicine (NLM), Office of Data Science Strategy (ODSS), and Office of Research on Women's Health (ORWH), reflecting how central digital health and AI validation has become across nearly every NIH institute's research priorities.
How much funding would I receive?
Awards provide up to $323,090 for Phase I projects (up to 2 years) and $2,153,927 for Phase II projects (up to 3 years). Some topics approved by NIH may exceed these limits. Fast-Track and Phase IIB (follow-on) options allow continuous or extended funding beyond Phase II.
What could I use the funding for?
Funding may support the research, development, validation, and commercialization of technologies, clinical tools, software platforms, and evidence-based interventions related to augmentative and alternative communication (AAC).
Eligible activities may include:
Development of speech-generating devices and AAC communication platforms
AI and machine learning tools for adaptive communication support
Personalized AAC assessment and recommendation systems
Precision measurement tools for tracking communication outcomes
Digital health platforms supporting AAC users and caregivers
Literacy instruction technologies for AAC users
Mobile applications supporting non-speaking and minimally verbal individuals
Predictive analytics and communication profiling systems
User-centered design and accessibility research for AAC technologies
Tools supporting communication partner engagement and training
Clinical software for AAC implementation and therapy management
Mixed-methods research platforms for communication needs analysis
Technologies supporting lifelong AAC adaptation and personalization
Remote monitoring and telehealth solutions for speech and communication therapy
Assistive technologies supporting autism, ALS, cerebral palsy, and related conditions
Research evaluating quality-of-life and well-being outcomes for AAC users
Prototype development, validation studies, and usability testing
Commercialization planning and implementation strategy development
Funding may also support personnel, software development, usability studies, clinical testing, cloud infrastructure, AI model development, accessibility design, data collection, intellectual property protection, regulatory preparation, and commercialization activities necessary to advance a scalable and commercially viable AAC solution aligned with NIH priorities.
Are there any additional benefits I would receive?
Beyond the formal funding award, awardees gain several strategic advantages:
Government Validation and Credibility:
Being selected for an NIH-backed SBIR grant signals technical excellence and alignment with national health and biomedical priorities. This validation builds investor and partner confidence.Enhanced Visibility and Market Recognition:
Awardees are featured in NIH and HHS announcements, helping attract partnerships, media attention, and future contracting opportunities.Access to the Federal Innovation Ecosystem:
Recipients join a national network of researchers and agencies advancing life science innovation, often opening doors to collaborations with NIH laboratories and federal health programs.Stronger Commercial and Exit Potential:
By maturing technology through nondilutive funding, companies strengthen valuation, de-risk commercialization, and increase attractiveness for acquisition or follow-on private investment.
What is the timeline to apply and when would I receive funding?
Applications are accepted each year on January 5th, April 5th, and September 5th. Funding is received approximately 9 months after submission.
Where does this funding come from?
Funding comes from the U.S. Department of Health and Human Services, with statutory set-asides requiring NIH, CDC, and FDA to devote portions of their extramural R&D budgets (3.2% for SBIR, 0.45% for STTR) to support small business innovation.
Who is eligible to apply?
Applicants must be U.S. small business concerns (SBCs) that:
Are organized for profit with a U.S. place of business.
Have ≤ 500 employees including affiliates.
Are > 50% owned by U.S. citizens or permanent residents, qualifying U.S. entities, or combinations thereof.
What companies and projects are likely to win?
Projects that demonstrate:
A clear unmet medical or public-health need,
Strong scientific rationale and feasibility,
High commercialization potential, supported by a realistic market and regulatory strategy, and
Alignment with an NIH Institute’s or CDC/FDA Center’s specific research mission (e.g., infectious disease, digital health, diagnostics, therapeutics, or data analytics).
Competitive applicants often have an early prototype, preliminary data, and a defined path to market adoption.
Are there any restrictions I should know about?
Companies must complete multiple federal registrations (SAM.gov, Grants.gov, eRA Commons, SBA Company Registry) before applying.
Foreign entities are not eligible.
Disclosure of foreign affiliations and compliance with national security screening are mandatory. Currently we do not recommend any sort of foreign affiliation.
How long will it take me to prepare an application?
For a first-time applicant, preparing a competitive submission will likely take 120–200 hours in total.
How can BW&CO help?
Our team specializes in complex federal R&D proposals and can:
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