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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

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Publications

57 peer-reviewed publications in journals including Nature Communications, PNAS, JAMA, and Nature Machine Intelligence.

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1 publication matching filters

Bioelectronic MedicineJul 2019

Identification of hypoglycemia-specific neural signals by decoding murine vagus nerve activity (opens in new tab)

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Recently developed methods were used to isolate and decode specific neural signals acquired from the surface of the vagus nerve in BALB/c wild type mice to identify those that respond robustly to hypoglycemia. Neural signals in the vagus nerve respond significantly to insulin-induced hypoglycemia and correlate with dropping blood glucose levels. A decoding algorithm was able to reconstruct blood glucose levels with high accuracy (median error 18.6 mg/dl). Hyperglycemia did not induce robust vagus nerve responses, and deletion of TRPV1 nociceptors attenuated the hypoglycemia-dependent vagus nerve signals. These results provide insight to the sensory vagal signaling that encodes hypoglycemic states and suggest a method to measure blood glucose levels by decoding nerve signals.