publications

publications by categories in reversed chronological order

2024

  1. TLN.png
    Learning from Time Series under Temporal Label Noise
    Sujay Nagaraj, Walter Gerych, Sana Tonekaboni, and 3 more authors
    2024
    arXiv Code

2023

  1. paper1.png
    Dissecting the heterogeneity of “in the wild” stress from multimodal sensor data
    Sujay Nagaraj, Sarah Goodday, Thomas Hartvigsen, and 7 more authors
    npj Digital Medicine, 2023
    Code Website
  2. Machine learning COVID-19 detection from wearables
    Bret Nestor, Jaryd Hunter, Raghu Kainkaryam, and 7 more authors
    The Lancet Digital Health, 2023
  3. The promises and challenges of clinical AI in community paediatric medicine
    Devin Singh, Sujay Nagaraj, Ryan Daniel, and 6 more authors
    Paediatrics & Child Health, 2023
  4. Machine Learning for Health (ML4H) 2023
    Stefan Hegselmann, Antonio Parziale, Divya Shanmugam, and 8 more authors
    In Machine Learning for Health (ML4H), 2023

2022

  1. mlmd2.png
    Assessment of machine learning–based medical directives to expedite care in pediatric emergency medicine
    Devin Singh, Sujay Nagaraj, Pouria Mashouri, and 4 more authors
    JAMA Network Open, 2022
    Website
  2. Evaluating and reducing cognitive load should be a priority for machine learning in healthcare
    Daniel E Ehrmann, Sara N Gallant, Sujay Nagaraj, and 4 more authors
    Nature Medicine, 2022
  3. Machine Learning for Health (ML4H) 2022
    Antonio Parziale, Monica Agrawal, Shengpu Tang, and 8 more authors
    In Machine Learning for Health, 2022

2021

  1. Dear Watch, Should I Get a COVID-19 Test? Designing deployable machine learning for wearables
    Bret Nestor, Jaryd Hunter, Raghu Kainkaryam, and 7 more authors
    medRxiv, 2021
  2. An alternative to the light touch digital health remote study: the stress and recovery in frontline COVID-19 Health Care Workers Study
    Sarah M Goodday, Emma Karlin, Alexandria Alfarano, and 8 more authors
    JMIR Formative Research, 2021

2020

  1. From clinic to computer and back again: practical considerations when designing and implementing machine learning solutions for pediatrics
    Sujay Nagaraj, Vinyas Harish, Liam G McCoy, and 6 more authors
    Current Treatment Options in Pediatrics, 2020
  2. medstudentAI.png
    What do medical students actually need to know about artificial intelligence?
    Liam G McCoy, Sujay Nagaraj, Felipe Morgado, and 3 more authors
    nPJ digital medicine, 2020
    Website
  3. Rhythm classification of 12-lead ECGs using deep neural networks and class-activation maps for improved explainability
    Sebastian D Goodfellow, Dmitrii Shubin, Robert W Greer, and 8 more authors
    In 2020 Computing in Cardiology, 2020

2019

  1. Training for the future: preparing medical students for the impact of artificial intelligence
    Krish Bilimoria, Vinyas Harish, Liam McCoy, and 5 more authors
    Published online, 2019

2018

  1. Early rheumatoid arthritis presentation, treatment, and outcomes in aboriginal patients in Canada: a Canadian early arthritis cohort study analysis
    Sujay Nagaraj, Cheryl Barnabe, Orit Schieir, and 8 more authors
    Arthritis Care & Research, 2018
  2. Effectiveness of an outreach model of care for rheumatology specialty clinics to an on-reserve first nations community
    Sujay Nagaraj, Margaret Kargard, Brenda Hemmelgarn, and 3 more authors
    International Journal of Indigenous Health, 2018

2016

  1. High-resolution peripheral quantitative computed tomography imaging in the assessment of periarticular bone of metacarpophalangeal and wrist joints
    Sujay Nagaraj, Stephanie Finzel, Kathryn S Stok, and 3 more authors
    The Journal of rheumatology, 2016