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Division of Health AIDivision of Health AI
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AboutTeamResearchPublicationsInternship
Division of Health AIDivision of Health AI

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

© 2026 Division of Health AI, Northwell Health. All rights reserved.

57 papers · 41 journals

Publications

Peer-reviewed work from the Division of Health AI, spanning clinical decision support, wearable monitoring, neural decoding, and medical imaging: in journals including Nature Communications, PNAS, JAMA, and Nature Machine Intelligence.

Papers

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2 publications · filtered

Bioelectronic MedicineAug 2021

A method to quantify autonomic nervous system function in healthy, able-bodied individuals (opens in new tab)

The autonomic nervous system (ANS) maintains physiological homeostasis in various organ systems via parasympathetic and sympathetic branches. Reliable, sensitive, and quantitative biomarkers of ANS function, first defined in healthy participants, could discriminate among clinically useful changes. This framework combines controlled autonomic testing with feature extraction during physiological responses. Twenty-one individuals were assessed in two morning and two afternoon sessions over two weeks. Each session included five standard clinical tests probing autonomic function: squat test, cold pressor test, diving reflex test, deep breathing, and Valsalva maneuver. Noninvasive sensors captured continuous electrocardiography, blood pressure, breathing, electrodermal activity, and pupil diameter. The battery of autonomic tests can be completed within 30 minutes and all sensors are non-invasively placed.

International IEEE/EMBS Conference on Neural Engineering (NER)May 2021

Noninvasive, multimodal assessment of physiological responses to transcutaneous auricular vagus nerve stimulation (opens in new tab)

Transcutaneous auricular vagus nerve stimulation (taVNS) is a noninvasive method of applying current at the cymba conchae of the outer ear to target the auricular branch of the vagus nerve. Recent efforts have shown therapeutic effects of taVNS on clinical populations, but the mechanism and autonomic nervous system (ANS) responses are not well understood. Twenty-one individuals were tested in four sessions over two weeks; taVNS was applied at the left ear while noninvasive sensors captured electrocardiography, blood pressure, breathing, electrodermal activity (EDA), and pupil diameter (PD). Physiological markers derived from these biosignals allowed for assessment of how taVNS affects the autonomic nervous system.

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