Frequently Asked Questions

EVALRI, AD-INFER, RESEARCH, DATA, AND COLLABORATION

About EVALRI

What is EVAL Research Institute?

EVAL Research Institute (EVALRI) is an independent research organization based in California. It develops structured clinical AI, longitudinal assessment methods, population research, and evidence-based tools for medicine and public health.

What is Ad-Infer?

Ad-Infer is a causal inferential clinical AI architecture developed by Maurice M. Ohayon beginning in 1987. It integrates Hopfield neural computation, Zadeh fuzzy logic, non-monotonic reasoning, Bayesian learning, and an explicit clinical knowledge base.

Is Ad-Infer a large language model?

No. Ad-Infer’s diagnostic reasoning is performed by its structured inference engine. A separate language-model layer may support conversation, clarification, translation, and explanation, but it does not replace the diagnostic engine.

What kinds of research does EVALRI conduct?

EVALRI conducts population-based, longitudinal, and condition-specific research in sleep medicine, psychiatry, neurology, epidemiology, gastroenterology, and related fields. Projects may examine prevalence, incidence, persistence, remission, treatment, function, and multidomain clinical burden.

What services does EVALRI provide?

Services include structured phenotyping, clinical trial prescreening and recruitment support, longitudinal assessment, patient-subgroup characterization, development of screening tools, real-world evidence programs, and customized clinical AI applications.

How are data collected?

Ad-Infer conducts adaptive structured interviews. Questions are selected from prior responses while the same clinical definitions, consistency checks, and diagnostic rules are applied across participants, sites, languages, and assessment waves.

Does an EVALRI assessment replace medical care?

No. Research assessments and screening tools do not replace examination, diagnosis, or treatment by a qualified health professional.

How does EVALRI protect participant information?

EVALRI limits access to authorized personnel, uses research information for the purposes described in the applicable study materials, and reports research findings in aggregated form. Additional details are provided in the Privacy Policy and study-specific consent information.

Where can I find EVALRI publications?

Selected recent and foundational publications are available on the Publications page, with links to the original journal article, DOI, or PubMed record when available.

How can I contact EVALRI?

Please use the Contact page or email contact@evalri.com.