Select Publications
Journal and peer-reviewed conference papers are being published based on our ongoing research.
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Vaghefi E, Yang S, Xie L, Hill S, Schmiedel O, Murphy R, Squirrell D. THEIA™ development, and testing of artificial intelligence‐based primary triage of diabetic retinopathy screening images in New Zealand. Diabetic Medicine. 2020 Aug 14:e14386.
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Xie L, Yang S, Squirrell D, Vaghefi E. Towards implementation of AI in New Zealand national diabetic screening program: Cloud-based, robust, and bespoke. Plos one. 2020 Apr 10;15(4):e0225015.
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Vaghefi, E., Hill, S., Kersten, H. M., & Squirrell, D. (2020). Multimodal Retinal Image Analysis via Deep Learning for the Diagnosis of Intermediate Dry Age-Related Macular Degeneration: A Feasibility Study. JOURNAL OF OPHTHALMOLOGY, 2020, 7 pages. doi:10.1155/2020/7493419
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Vaghefi E, Hill S, Kersten HM, Squirrell D. Multimodal Retinal Image Analysis via Deep Learning for the Diagnosis of Intermediate Dry Age-Related Macular Degeneration: A Feasibility Study. Journal of Ophthalmology. 2020 Jan 13;2020.
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Vaghefi E, Hill S, Kersten HM, Squirrell D. Quantification of Optical Coherence Tomography Angiography in Age and Age-Related Macular Degeneration Using Vessel Density Analysis. The Asia-Pacific Journal of Ophthalmology. 2020 Mar 1;9(2):137-43.
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Hill, S., Vaghefi, E., Kersten, H., & Squirrell, D. (2019). Multi-input artificial intelligence design for multi-modal retinal imaging diagnosis of intermediate dry age related macular degeneration. In CLINICAL AND EXPERIMENTAL OPHTHALMOLOGY Vol. 47 (pp. 61-62). WILEY.
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Hill, S., Mullins, P., Schmiedel, O., Alshaikhi, M., Vaghefi, E., & Squirrell, D. (2019). Epidemiology of diabetic retinopathy and maculopathy in Auckland, New Zealand: a regional photo-screening program 2006-2018. In CLINICAL AND EXPERIMENTAL OPHTHALMOLOGY Vol. 47 (pp. 55). WILEY.
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Sadeghi, S., Al-Ani, H. H., Hill, S., Alsheikhi, M., Vaghefi, E., & Squirrell, D. (2019). Efficacy of intravitreal avastin for the treatment of centre involving diabetic maculopathy in a real-world setting (Auckland DME study II). In CLINICAL AND EXPERIMENTAL OPHTHALMOLOGY Vol. 47 (pp. 147). WILEY.
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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.
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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