AI Healthcare Tools tagged ml

AI-powered clinical registry abstraction. Carta automates registry data abstraction (NSQIP, STS, GWTG) for hospitals.

AI biotech using single-cell biology to find therapeutics. Cellarity, a Flagship Pioneering company, builds maps of cell behavior to identify drugs that move cells from disease to health states.

AI-driven autonomous cell therapy manufacturing. Cellino combines laser editing, ML, and automation to manufacture personalized iPSC-derived cell therapies.

Virtual mental health platform with AI tools. Cerebral provides virtual psychiatry and therapy at scale with AI-driven workflow tools.

Document and claims AI for payers and providers. Concord/ClaimLogiq automates document workflows and claims review for healthcare.

AI prior authorization platform for health plans. Cohere Health automates utilization management with clinical AI, accelerating decisions for Humana, BCBSMA, and other health plans.

AI platform for RNA-targeted drug discovery. Deep Genomics uses ML to design and develop RNA therapeutics, especially for genetic diseases.

Medication management and e-prescribing with AI. DrFirst's Smart Suite uses AI to fix medication histories, automate prior auth, and improve adherence across providers and pharmacies.

Genetics-driven target discovery using ML. Empirico's PIONEER platform mines population genetics for drug targets.

AI-driven natural product drug discovery from plants. Enveda combines mass spectrometry of natural product libraries with AI to identify novel chemical leads.

Clinical genomic interpretation platform with AI scoring. Fabric GEM uses AI to prioritize variants for rapid newborn diagnosis; deployed in NHS and Genomic Answers for Kids.

AI-powered multiomics platform for early cancer detection. Freenome's blood-based tests use ML on cfDNA, methylation, and proteomics for CRC and other cancer screening.

Provider performance analytics for employer healthcare benefits. Garner combines claims data and ML to identify high-quality providers and reward members for using them.

AI-driven prior authorization platform. Glidian automates prior auth submission and follow-up across payers using ML.

Multi-cancer early detection blood test using ML. Galleri detects 50+ cancers from a single blood draw using methylation patterns and ML. Used in major commercial and NHS pilot programs.

In-network mental health marketplace with ML matching. Headway connects therapists with insurance networks and patients using ML matching; serves payers and employers.