Powered by AI and Deep Learning, our mission is to provide real-time event prediction and individualized precision health by developing a contextual, Health Internet of You™ – (connecting the patients’ family history, environment, lifestyles and behaviors) and delivering care virtually.
Life Singularity AI/VR/Quantum Platform for “Precision Medicine for Prevention” – Building Whole-Person Digital Twins, Digital Communities for Health Equity, and Federated learning by integrating Health, Environment, Epidemiology and Social Determinants of Health (SDOH)
Individualized Prescriptive Whole-Person Health Anywhere Platform combined with Ethical, Explainable AI and Federated Learning supporting multiple modalities of Patient Engagement (AR/VR) delivering personalized, autonomous monitoring with a strong focus on capturing Social Determinants of Health (SDOH) for predicting “prospective” virtual care for prevention of health events is the foundation for our "Precision Medicine for Prevention" Platform.
Life Singularity’s Health-Equity Driven Risk Stratification Models help stratify risk based upon patient and population-level Clinical, Mental Health/Substance Abuse, Social Determinants of Health (SDOH), Demographics and Utilization metrics Aligned to PRAPARE Standards, including Community Integration for Prediction of Non-Clinical Community/Individualized Interventions for Social Determinants that Impact the Likelihood of Chronic Disease and Federated Learning across the Industry in Responsible AI, addressing Data Privacy and Security challenges.
Life Singularity’s approach brings acceleration with pre-trained multi-modal predictive health models, that can be further augmented with training on your data (leveraging transfer learning and federated learning approaches) and tailored to chronic disease management, high risk and underserved patient populations, and control and treatment of acute conditions.
Finding the “At-Risk” Populations - To build millions of computable phenotypes representing customer populations, we would begin by identifying patients within the customer population at highest risk of developing chronic diseases, acute events or those on “multiple complications spectrum”; for example, patients who have cardiovascular conditions (MI, stroke, HF) and osteoarthritis (OA), with OA being a painful and degenerative lifelong mechanical defect with significant economic burden, compared to CV events, the most severe acute class of injuries often leading to permanent disability or death.
Life Singularity's AI-driven Computable Phenotypes can enable direct identification of cohorts based on population characteristics, risk factors, and complications; identify and target patients for screening tests and interventions demonstrated to be effective in similar populations for leveraging Real-World Data (RWD) in near real-time for conducting clinical trials.
Life Singularity’s whole-person digital twins, virtual assistants and digital communities for near real-time predictive health are driven by its AI/VR/Quantum foundation integrating over 150MM health records, social determinants, and hyperlocal epidemiology. Leveraging Transfer Learning and Federated Learning, Life Singularity’s pre-trained multi-modal predictive health models will be customized on customer synthetic data to identify complex behavioral and physiological digital biomarkers, robust phenotypes, micro-cohorts, novel markers for multi-year scale risk stratification.
Life Singularity’s “Precision Medicine for Prevention” AI/VR/Quantum Platform for Individualized Predictive Health leverages millions of Computable Digital Phenotypes, a “Whole-Person” Index with Social Determinants of Health, and Hyper-Local Epidemiology with a Comprehensive Biological Knowledge Network of complex behavioral and physiological digital biomarkers.
Modeling Gain (Complex Interation Modeling, Algorithmic Gain, Health Equity)
Information Gain (Multi-Domain Data-Driven Risk Factors)
Life Singularity is the market leading AI/VR/Quantum Platform for Predictive Health
Over a 100,000 derived features built on 25 integrated health taxonomies, 330 MM vital sign events, Individualized Prescriptive Health - 30 Chronic Disease Models with simultaneous prediction of multiple events. Health Equity-driven Risk Stratification Models in alignment with Social Determinants of Health (SDOH) and PRAPARE standards
Community Integration - Prediction of Non-Clinical Community/Individualized Interventions for Social Determinants that Impact the Likelihood of Chronic Disease. Federated Learning - Life Singularity Platform will offer Federated Learning across the Industry in Responsible AI, addressing Data Privacy and Security challenges
A Prospective Billion-Data points built on 35 data sources encapsulating 3 years of CMS claims data, 20 years of health system EMR data, Social Determinants of Health across 3142 US counties, CDC, USDA, US EPA, US Census, Hetionet, Hyperlocal Epidemiology across 3142 US Counties and 6111 US Hospitals
A comprehensive biological knowledge network of genes, compounds, diseases, biological processes, side effects, and symptoms – 6MM Triplets, 97K entities, 107 entity types. Complex Physiological and Behavioral Health Biomarkers - Patient-Generated Real-time Data – Bio-Sensing Kit for near real-time insights, Facial Analytics, Vocal and Video Biomarkers
We work with employers to remotely monitor employees taking into account more than 30 underlying vulnerabilities including hypertension, heart disease, and obesity along with key symptoms of COVID-19 in order to prepare for the incremental return-to-work process. Learn more about how early identifying of infected communities and health kiosks at work can help bring your business back to pre-COVID levels.
contact@lifesingularity.com
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