John Hernandez
Director, Head of Clinical Research Center of Excellence and Health Impact team
Research Areas
Authored Publications
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Evidence of Differences in Diurnal Electrodermal Patterns by Mental Health Status in Free-Living Data
Daniel McDuff
Isaac Galatzer-Levy
Seamus Thomson
Andrew Barakat
Conor Heneghan
Samy Abdel-Ghaffar
Jake Sunshine
Lindsey Sunden
Allen Jiang
Ari Winbush
Benjamin Nelson
Nicholas Allen
medRxiv (2024)
What Are The Odds? Language Models are Capable of Probabilistic Reasoning
Akshay Paruchuri
Shun Liao
Jake Sunshine
Tim Althoff
Daniel McDuff
arXiv (2024)
Towards a Personal Health Large Language Model
Anastasiya Belyaeva
Nick Furlotte
Zhun Yang
Chace Lee
Erik Schenck
Yojan Patel
Jian Cui
Logan Schneider
Robby Bryant
Ryan Gomes
Allen Jiang
Roy Lee
Javier Perez
Jamie Rogers
Cathy Speed
Shyam Tailor
Megan Walker
Jeffrey Yu
Tim Althoff
Conor Heneghan
Mark Malhotra
Shwetak Patel
Shravya Shetty
Jiening Zhan
Yeswanth Subramanian
Daniel McDuff
arXiv (2024)
Sleep patterns and risk of chronic disease as measured by long-term monitoring with commercial wearable devices in the All of Us Research Program
Neil S. Zheng
Jeffrey Annis
Hiral Master
Lide Han
Karla Gleichauf
Melody Nasser
Peyton Coleman
Stacy Desine
Douglas M. Ruderfer
Logan D. Schneider
Evan L. Brittain
Nature Medicine (2024)
Predicting subjective sleep impairment and disturbance from wearable sleep data
Conor Heneghan
Ben Yetton
Daniel McDuff
Nicholas Allen
Andrew Barakat
Allen Jiang
Logan Schneider
Benjamin Nelson
Ari Winbush
2024
Analysis of objective and subjective sleep metrics and smartphone usage patterns
Conor Heneghan
Daniel McDuff
Ari Winbush
Nicholas Allen
Allen Jiang
Andrew Barakat
Logan Schneider
Benjamin Nelson
Ben Yetton
2024
Evaluating PEARL - a Personalized Exercise Assistant using Reinforcement Learning (Walkmate Study)
Hulya Emir-Farinas
Martin Seneviratne
Amy Lee
Jim Taylor
Sriram Lakshminarasimhan
Emily Rosenzweig
OSF Registries (2024)
Cost-utility analysis of deep learning and trained human graders for diabetic retinopathy screening in a nationwide program
Attasit Srisubat
Kankamon Kittrongsiri
Sermsiri Sangroongruangsri
Chalida Khemvaranan
Jacqueline Shreibati
Fred Hersch
Prut Hanutsaha
Varis Ruamviboonsuk
Saowalak Turongkaravee
Rajiv Raman
Dr. Paisan Raumviboonsuk
Ophthalmology (2023)
