Health
AI for Healthcare
The healthcare and life sciences industries are evolving rapidly, with organizations implementing the use of new technologies to improve and streamline capabilities. H2O.ai is an Artificial Intelligence and Machine Learning company that is co-innovating with major healthcare organizations to address new challenges. With large volumes of data, increasing complexities in cost and patient outcomes, and the current global pandemic, H2O.ai is a partner enabling the transformational needs of providers, pharma, and patients.
In order to provide cost-effective and high-impact care, H2O.ai’s end-to-end platform enables organizations to rapidly build world-class AI models and applications in the cloud or on premise to deliver lasting impact for users across research, clinical, operational, and financial dimensions.
Trends in Healthcare and Life Sciences
Artificial Intelligence based healthcare solutions have the potential to make healthcare more affordable and more accessible. H2O.ai’s AI and ML solutions empower the private sector, public sector, and not-for-profit organizations serving patients and consumers to address and solve the top trends in healthcare and life sciences.
Real-world evidence and smart clinical trials
Wellness, prevention, and value-based care
Data interoperability
Personalization through translational research and precision medicine
Population health and social determinants
Targeted drug and therapeutic regimens
Growth and operational efficiencies
Analytics and Artificial Intelligence for Healthcare and Life Sciences
The increase in datafication is central to innovation across healthcare and life sciences. They translate various data sets and use AI to help forecast patterns, make critical decisions that save lives, have effective programs and workflows, and the democratization of care. The H2O AI Hybrid Cloud platform simplifies access to business applications, data science best practices, and rapid prototyping and collaboration. Built on top of the award-winning Driverless AI and the best-in-class H2O.ai open source machine learning library, this platform was designed to accelerate the entire machine learning lifecycle, including data ingestion, feature engineering, modeling, interpreting, and deploying models into production.
H2O.ai is a leader in Artificial Intelligence and Machine Learning, helping healthcare and life science customers solve for
Structured Data
time-series analytics, anomaly detection, pattern recognition, demand sensing, and needs/growth forecasting
Natural Language Processing
entity extraction, topic modeling, sentiment analysis, sequence to sequence matching, and domain-specific ICR (intelligent character recognition)
Computer Vision
processing and extracting value from 2-D and 3-D medical imaging, geo-spatial data, and metadata
Use Cases
Predicting ICU Transfers
Saving lives by catching patients before the crash with AI
Medical Testing
Predicting Medical Test Results with AI
Improving Clinical Workflow
AI provides a Helping Hand to Clinicians
Claims Fraud Detection
Using AI to Stop $100 Billion in Fraudulent Healthcare Claims
Claim Denials Management
Streamlining the Claims Process with AI
Predicting Hospital Acquired Infections (HAIs)
Saving Lives with AI
Predicting Hospital Readmissions
Preventing Readmissions and Saving Lives with AI
Sepsis Prevention
80% of Sepsis Deaths Can Be Prevented with Rapid Diagnosis
Case Studies
