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Division of Health AI

Northwell Health

Clinical AI built with the data and clinicians of one of the largest health systems in the United States.

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Affiliations

Feinstein Institutes (opens in new tab)
Northwell Health (opens in new tab)
Zucker School of MedicineHofstra Northwell

Located at

Institute of Health System Science
Institute of Bioelectronic Medicine
Manhasset, New York

Admin

Theofilos Kanavos, MD | Division of Health AI

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Researcher

Theofilos Kanavos, MD

Elmezzi Scholar

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Theofilos is an Elmezzi Scholar and physician researcher at the Division of Health AI at Northwell Health, training at the intersection of medicine and clinical AI. A full bio is in progress; click here to write one.

Research Projects

Active projects

Delirium classification

Past projects

Oncology and cancer imaging

Ophthalmology and retinal imaging

Sleep apnea (OSA)

Research Projects

Publications · 3

Selected papers

RespirationApr 2026

Bridging the Gender Gap in Obstructive Sleep Apnea: A Machine Learning Approach to Screening Women for Moderate-to-Severe Disease

Translational Vision Science & TechnologyJan 2026

Artificial Intelligence-Driven Differentiation Between Uveal Melanoma and Nevus Based on Fundus Photographs: A Systematic Review and Meta-Analysis

CancersDec 2024

A Systematic Review of the Applications of Deep Learning for the Interpretation of Positron Emission Tomography Images of Patients with Lymphoma

Publications

Research Projects

Active projects

Delirium classification

Past projects

Oncology and cancer imaging

Ophthalmology and retinal imaging

Sleep apnea (OSA)

Publications · 3

Selected papers

RespirationApr 2026

Bridging the Gender Gap in Obstructive Sleep Apnea: A Machine Learning Approach to Screening Women for Moderate-to-Severe Disease

Translational Vision Science & TechnologyJan 2026

Artificial Intelligence-Driven Differentiation Between Uveal Melanoma and Nevus Based on Fundus Photographs: A Systematic Review and Meta-Analysis

CancersDec 2024