Sujay Nagaraj

Most-cited papers

1. What do medical students actually need to know about artificial intelligence?

   L. McCoy, Sujay Nagaraj, Felipe Morgado, V. Harish +2 more

   2020npj Digital Medicine201 citations Open access

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2. Evaluating and reducing cognitive load should be a priority for machine learning in healthcare

   Daniel E. Ehrmann, Sara N. Gallant, Sujay Nagaraj, S. Goodfellow +3 more

   2022Nature Medicine54 citations

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3. Assessment of Machine Learning–Based Medical Directives to Expedite Care in Pediatric Emergency Medicine

   Devin Singh, Sujay Nagaraj, P. Mashouri, Erik Drysdale +3 more

   2022JAMA Network Open35 citations Open access

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4. Dissecting the heterogeneity of “in the wild” stress from multimodal sensor data

   Sujay Nagaraj, S. Goodday, Thomas Hartvigsen, Adrien Boch +6 more

   2023npj Digit. Medicine20 citations Open access

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5. Early Rheumatoid Arthritis Presentation, Treatment, and Outcomes in Aboriginal Patients in Canada: A Canadian Early Arthritis Cohort Study Analysis

   Sujay Nagaraj, C. Barnabe, O. Schieir, J. Pope +8 more

   2018Arthritis care & research20 citations

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6. High-resolution Peripheral Quantitative Computed Tomography Imaging in the Assessment of Periarticular Bone of Metacarpophalangeal and Wrist Joints

   Sujay Nagaraj, S. Finzel, K. Stok, C. Barnabe

   2016Journal of Rheumatology18 citations Open access

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7. An Alternative to the Light Touch Digital Health Remote Study: The Stress and Recovery in Frontline COVID-19 Health Care Workers Study

   S. Goodday, E. Karlin, Alexandria Alfarano, A. Brooks +17 more

   2021JMIR Formative Research15 citations Open access

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8. Dear Watch, Should I get a COVID Test? Designing deployable machine learning for wearables

   A. Goldenberg, Bret A. Nestor, Jaryd Hunter, R. Kainkaryam +6 more

   202115 citations Open access

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9. Machine learning COVID-19 detection from wearables

   Bret A. Nestor, Jaryd Hunter, R. Kainkaryam, Erik Drysdale +6 more

   2023The Lancet Digital Health14 citations Open access

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10. Effectiveness of an Outreach Model of Care for Rheumatology Specialty Clinics to an On-Reserve First Nations Community

    Sujay Nagaraj, Margaret Kargard, B. Hemmelgarn, M. Fritzler +2 more

    2018International Journal of Indigenous Health10 citations Open access

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11. From Clinic to Computer and Back Again: Practical Considerations When Designing and Implementing Machine Learning Solutions for Pediatrics

    Sujay Nagaraj, V. Harish, L. McCoy, Felipe Morgado +5 more

    2020Current Treatment Options in Pediatrics9 citations Open access

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12. Learning under Temporal Label Noise

    Sujay Nagaraj, Walter Gerych, S. Tonekaboni, Anna Goldenberg +2 more

    2024International Conference on Learning Representations5 citations

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13. Regretful Decisions under Label Noise

    Sujay Nagaraj, Yang Liu, F. Calmon, Berk Ustun

    2025International Conference on Learning Representations3 citations

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14. The promises and challenges of clinical AI in community paediatric medicine.

    Devin Singh, Sujay Nagaraj, Ryan C. Daniel, C. Flood +5 more

    2023Paediatrics & child health3 citations

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15. Rhythm Classification of 12-Lead ECGs Using Deep Neural Networks and Class-Activation Maps for Improved Explainability

    S. Goodfellow, Dmitrii Shubin, R. Greer, Sujay Nagaraj +8 more

    2020Computers in cardiology3 citations Open access

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16. TRAINING FOR THE FUTURE: PREPARING MEDICAL STUDENTS FOR THE IMPACT OF ARTIFICIAL INTELLIGENCE

    K. Bilimoria, V. Harish, L. McCoy, N. Mehta +4 more

    20193 citations

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17. Machine Learning for Health (ML4H) 2023

    S. Hegselmann, Antonio Parziale, D. Shanmugam, Sheng-Pu Tang +27 more

    2023ML4H@NeurIPS2 citations

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18. Needles in Needle Stacks: Meaningful Clinical Information Buried in Noisy Sensor Data

    Sujay Nagaraj, Andrew J. Goodwin, Dmytro Lopushanskyy, S. Goodfellow +7 more

    2024Machine Learning in Health Care1 citations

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19. Correction: An Alternative to the Light Touch Digital Health Remote Study: The Stress and Recovery in Frontline COVID-19 Health Care Workers Study

    S. Goodday, E. Karlin, Alexandria Alfarano, A. Brooks +17 more

    2022JMIR Formative Research1 citations Open access

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20. Achieving Clinical Automation in Emergency Medicine with Machine Learning Medical Directives

    Devin Singh, Sujay Nagaraj, P. Mashouri, Erik Drysdale +3 more

    2021Social Science Research Network1 citations Open access

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21. Digital Health Tools Embedded in a Cancer Genetics Clinic: Observational Study

    Sujay Nagaraj, Ron Rabinowicz, S. Goodday, L. Brunga +10 more

    2026JMIR Formative Research0 citations Open access

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22. Needles in Needle Stacks: Meaningful Clinical Information Buried in Noisy Waveform Data

    Sujay Nagaraj, Andrew J. Goodwin, Dmytro Lopushanskyy, D. Eytan +6 more

    2024arXiv.org0 citations

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