Varadharajan Jayakumar

Employment

• University of Waterloo Lab Instructor
  2019 - Present
• University of Waterloo Research Assistant
  2011 - Present
• University of Waterloo Teaching Assistant
  2011 - 2018
• Sankara Nethralaya Consultant Optometrist
  2009 - 2011

Education

• University of Waterloo Ph. D.
  2014 - 2021
• University of Waterloo Fundamentals in university Teaching
  2014 - 2015
• University of Waterloo Masters
  2011 - 2013
• Elite School of Optometry Bachelor of Science
  2005 - 2009

Projects & Funding

Projects & funding information is unavailable.

Publications (14)

• Ocular Surface Sensory Processing and Signal Detection Theory
  2021
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• Evaluation of Explainable Deep Learning Methods for Ophthalmic Diagnosis
  Clinical Ophthalmology 2021 DOI: 10.2147/opth.s312236
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• Uncertainty aware and explainable diagnosis of retinal disease
  Progress in Biomedical Optics and Imaging - Proceedings of SPIE 2021 DOI: 10.1117/12.2581362
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• Uncertainty aware and explainable diagnosis of retinal disease
  arXiv 2021
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• Detectability and bias indices of pneumatic corneal stimuli using signal detection theory
  Translational Vision Science and Technology 2020 DOI: 10.1167/tvst.9.12.17
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• Quantitative and qualitative evaluation of explainable deep learning methods for ophthalmic diagnosis
  arXiv 2020
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• What is the Optimal Attribution Method for Explainable Ophthalmic Disease Classification?
  Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 2020 DOI: 10.1007/978-3-030-63419-3_3
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• A Method to Calibrate the Carbon Dioxide (Chemical) Stimuli of Pneumatic Esthesiometer Externally
  Translational Vision Science & Technology 2019 DOI: 10.1167/tvst.8.5.4
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• Detectability of Belmonte pneumatic corneal chemical stimuli in asymptomatic participants.
  Investigative Ophthalmology & Visual Science 2017
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• Signal detection theory examination of ocular surface sensory processing of corneal pneumatic stimuli
  Investigative Ophthalmology & Visual Science 2016
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