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Publications

Journal and peer-reviewed conference papers are being published based on our ongoing research.

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  1. Shalbaf F, Lovell NH, Dokos S, Trew M, Vaghefi E. Foveal eccentricity can influence activation threshold in subretinal electrical stimulation. Biomedical Physics & Engineering Express. 2019 Mar 12;5(3):035009.
     

  2. Vaghefi E, Yang S, Hill S, Humphrey G, Walker N, Squirrell D. "Detection of smoking status from retinal images; a Convolutional Neural Network study." Scientific reports. 2019 May 9;9(1):7180.
     

  3. Vaghefi, E., Squirrell, D., “Primary grading of diabetic retinopathy from retinal images; preliminary results of a convolutional neural network study.” - , Branch meeting Royal Australian and New Zealand College of Ophthalmologists (RANZCO) - Auckland 2019
     

  4. Burgess, C., Hari, N., Vaghefi, E., "Lasers, Hot Glue, and Legos: Designing a Device to Predict Myopia in Children", Queenstown Research Week - Queenstown Aug 2019
     

  5. Hari, N., Burgess, C.,Vaghefi, E. , "Lasers, Hot-Glue, and Lego continues", Queenstown Research Week - Queenstown Aug 2019
     

  6. Xie, L., Yang, S., Squirrell, D., Vaghefi, E., "Optimizing the performance of Microsoft Azure™ cloud-based AI in Diabetic Retinopathy (DR) screening. Does QA pre-screening improve the accuracy of AI?", Branch meeting Royal Australian and New Zealand College of Ophthalmologists (RANZCO) - Sydney 2019
     

  7. Hill, S., Vaghefi, E., Squirrell, D., "Epidemiology of diabetic retinopathy and maculopathy in Auckland, New Zealand: A regional photo-screening program 2006-2019" , Branch meeting Royal Australian and New Zealand College of Ophthalmologists (RANZCO) - Sydney 2019
     

  8. Squirrell, D., Hill, S., Yang, S., Vaghefi, E. , "PRIMARY GRADING OF DIABETIC RETINOPATHY FROM RETINAL IMAGES USING A CUSTOM DESIGNED CNN. The Auckland experience.”, Branch meeting Royal Australian and New Zealand College of Ophthalmologists (RANZCO) - Sydney 2019
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  9. Hill, S., Vaghefi, E., Squirrell, D., "Multi-input input artificial intelligence design for multi-modal retinal imaging diagnosis of intermediate dry age related macular degeneration.", Branch meeting Royal Australian and New Zealand College of Ophthalmologists (RANZCO) - Sydney 2019