By Dr Jack Phu

Journal articles

Hasan MM; Phu J; Wang H; Sowmya A; Kalloniatis M; Meijering E, 2025, 'OCT-based diagnosis of glaucoma and glaucoma stages using explainable machine learning', Scientific Reports, 15, http://dx.doi.org/10.1038/s41598-025-87219-w

Hasan MM; Phu J; Wang H; Sowmya A; Meijering E; Kalloniatis M, 2025, 'Predicting visual field global and local parameters from OCT measurements using explainable machine learning', Scientific Reports, 15, http://dx.doi.org/10.1038/s41598-025-89557-1

Phu J; Wang H; Masselos K; Tan JCK; Patel NB; Agar A; Kalloniatis M, 2025, 'Visual Field Progression Rates in Glaucoma: Frontloaded Versus Clinical Standard (Nonfrontloaded) SITA-Faster', American Journal of Ophthalmology, 280, pp. 28 - 39, http://dx.doi.org/10.1016/j.ajo.2025.07.031

Tan JCK; Phu J, 2025, 'Quantitative classification of visual field defects in early glaucoma.', Ophthalmol Glaucoma, http://dx.doi.org/10.1016/j.ogla.2025.09.010

Wang H; Masselos K; Tan JCK; Patel NB; Agar A; Kalloniatis M; Phu J, 2025, 'The Frontloading Approach to Meet Guideline-Recommended Visual Field Testing for Glaucoma: Time and Cost', Ophthalmology Glaucoma, 8, pp. 515 - 527, http://dx.doi.org/10.1016/j.ogla.2025.04.003

Phu J; Wang H, 2025, 'Visual field defects in dementia: A scoping review', Ophthalmic and Physiological Optics, 45, pp. 1359 - 1375, http://dx.doi.org/10.1111/opo.13550

Wang H; Ie A; Chan T; Yates W; Kalloniatis M; Tong J; Zhang S; Phan T; Go C; Phu J, 2025, 'ChatGPT-4 for addressing patient-centred frequently asked questions in age-related macular degeneration clinical practice', Eye Basingstoke, 39, pp. 2023 - 2030, http://dx.doi.org/10.1038/s41433-025-03788-0

Wang H; Masselos K; Tong J; Connor HRM; Scully J; Zhang S; Rafla D; Posarelli M; Tan JCK; Agar A; Kalloniatis M; Phu J, 2025, 'ChatGPT for Addressing Patient-centered Frequently Asked Questions in Glaucoma Clinical Practice', Ophthalmology Glaucoma, 8, pp. 157 - 166, http://dx.doi.org/10.1016/j.ogla.2024.10.005

Tan JCK; Crowston J; Bell K; Kalloniatis M; Wang H; Phu J, 2025, 'Longitudinal variability outcomes of frontloaded visual field testing', British Journal of Ophthalmology, http://dx.doi.org/10.1136/bjo-2024-325834

Tan JCK; Phu J; Bell K; Agar A; Crowston J; Montesano G, 2025, 'Prediction of repeatable glaucomatous visual field defects based on cluster characteristics', British Journal of Ophthalmology, http://dx.doi.org/10.1136/bjo-2025-327416

Phu J; Wang H; Kalloniatis M, 2025, 'Re: ‘Using ChatGPT-4 in visual field test assessment’', Clinical and Experimental Optometry, http://dx.doi.org/10.1080/08164622.2025.2472876

Phu J; Khuu SK; Nivison-Smith L; Kalloniatis M, 2025, 'Standard automated perimetry for glaucoma and diseases of the retina and visual pathways: Current and future perspectives', Progress in Retinal and Eye Research, 104, http://dx.doi.org/10.1016/j.preteyeres.2024.101307

Rafla D; Kalloniatis M; Phu J, 2025, 'The effect of macular visual field test density on central structure-function concordance in glaucoma', Clinical and Experimental Optometry, 108, pp. 142 - 151, http://dx.doi.org/10.1080/08164622.2024.2319767

Tan JCK; Yohannan J; Ramulu PY; Kalloniatis M; Crabb DP; Crowston J; Phu J, 2025, 'Visual field testing in glaucoma using the Swedish Interactive Thresholding Algorithm (SITA)', Survey of Ophthalmology, 70, pp. 141 - 152, http://dx.doi.org/10.1016/j.survophthal.2024.09.005

Tong J; Phu J; Alonso-Caneiro D; Kugelman J; Khuu S; Agar A; Coroneo M; Kalloniatis M, 2024, 'Exploring the relationship between 24-2 visual field and widefield optical coherence tomography data across healthy, glaucoma suspect and glaucoma eyes', Ophthalmic and Physiological Optics, 44, pp. 1484 - 1499, http://dx.doi.org/10.1111/opo.13368

Phu J; Tan J; Kalloniatis M, 2024, 'Multiple (frontloaded) visual field tests increase identification of very slow mean deviation progression in glaucoma', Canadian Journal of Ophthalmology, 59, pp. 311 - 323, http://dx.doi.org/10.1016/j.jcjo.2023.07.023

Xu Y; Aung HL; Hesam-Shariati N; Keay L; Sun X; Phu J; Honson V; Tully PJ; Booth A; Lewis E; Anderson CS; Anstey KJ; Peters R, 2024, 'Contrast Sensitivity, Visual Field, Color Vision, Motion Perception, and Cognitive Impairment: A Systematic Review', Journal of the American Medical Directors Association, 25, pp. 105098, http://dx.doi.org/10.1016/j.jamda.2024.105098

Tan JCK; Agar A; Kalloniatis M; Phu J, 2024, 'Quantification and Predictors of Visual Field Variability in Healthy, Glaucoma Suspect, and Glaucomatous Eyes Using SITA-Faster', Ophthalmology, 131, pp. 658 - 666, http://dx.doi.org/10.1016/j.ophtha.2023.12.018

Tong J; Alonso-Caneiro D; Kugelman J; Phu J; Khuu SK; Kalloniatis M, 2024, 'Characterisation of the normal human ganglion cell–inner plexiform layer using widefield optical coherence tomography', Ophthalmic and Physiological Optics, 44, pp. 457 - 471, http://dx.doi.org/10.1111/opo.13255

Wang H; Kalloniatis M; Tan JCK; Phu J, 2024, 'Frontloading visual field tests detect earlier mean deviation progression when applied to real-world-derived early-stage glaucoma data', Ophthalmic and Physiological Optics, 44, pp. 426 - 441, http://dx.doi.org/10.1111/opo.13270

Hasan MM; Phu J; Sowmya A; Meijering E; Kalloniatis M, 2024, 'Artificial intelligence in the diagnosis of glaucoma and neurodegenerative diseases', Clinical and Experimental Optometry, 107, pp. 130 - 146, http://dx.doi.org/10.1080/08164622.2023.2235346

Phu J; Wang H; Kalloniatis M, 2024, 'Comparing a head-mounted virtual reality perimeter and the Humphrey Field Analyzer for visual field testing in healthy and glaucoma patients', Ophthalmic and Physiological Optics, 44, pp. 83 - 95, http://dx.doi.org/10.1111/opo.13229

Kalloniatis M; Bui BB; Phu J, 2024, 'Glaucoma: challenges and opportunities', Clinical and Experimental Optometry, 107, pp. 107 - 109, http://dx.doi.org/10.1080/08164622.2023.2300295

Kalloniatis M; Wang H; Phu J; Tong J; Armitage J, 2024, 'Optical coherence tomography angiography in the diagnosis of ocular disease', Clinical and Experimental Optometry, 107, pp. 482 - 498, http://dx.doi.org/10.1080/08164622.2024.2323603

Phu J; Rafla D; Kalloniatis M, 2024, 'Which glaucoma patients benefit from 10-2 visual field testing? Proposing the functional vulnerability zone framework', Clinical and Experimental Optometry, 107, pp. 171 - 183, http://dx.doi.org/10.1080/08164622.2023.2288183

Tan JCK; Phu J; Go D; Nguyen D; Masselos K; Bank A; Kalloniatis M; Agar A, 2023, 'Evaluation of the Consistency of Glaucomatous Visual Field Defects Using a Clustered SITA-Faster Protocol', Ophthalmology, 130, pp. 1138 - 1148, http://dx.doi.org/10.1016/j.ophtha.2023.06.018

Xu Y; Phu J; Aung HL; Hesam-Shariati N; Keay L; Tully PJ; Booth A; Anderson CS; Anstey KJ; Peters R, 2023, 'Frequency of coexistent eye diseases and cognitive impairment or dementia: a systematic review and meta-analysis', Eye Basingstoke, 37, pp. 3128 - 3136, http://dx.doi.org/10.1038/s41433-023-02481-4

Tan JCK; Kalloniatis M; Phu J, 2023, 'Frontloading SITA-Faster Can Increase Frequency and Reliability of Visual Field Testing at Minimal Time Cost', Ophthalmology Glaucoma, 6, pp. 445 - 456, http://dx.doi.org/10.1016/j.ogla.2023.03.006

Rafla D; Khuu SK; Kashyap S; Kalloniatis M; Phu J, 2023, 'Visualising structural and functional characteristics distinguishing between newly diagnosed high-tension and low-tension glaucoma patients', Ophthalmic and Physiological Optics, 43, pp. 771 - 787, http://dx.doi.org/10.1111/opo.13129

Tong J; Phu J; Alonso-Caneiro D; Khuu SK; Kalloniatis M, 2023, 'High sampling resolution optical coherence tomography reveals potential concurrent reductions in ganglion cell-inner plexiform and inner nuclear layer thickness but not in outer retinal thickness in glaucoma', Ophthalmic and Physiological Optics, 43, pp. 46 - 63, http://dx.doi.org/10.1111/opo.13065

Tong J; Phu J; Alonso-Caneiro D; Khuu SK; Kalloniatis M, 2022, 'Author Response: Expected Improvement in Structure-Function Agreement With Macular Displacement Models', Translational Vision Science and Technology, 11, http://dx.doi.org/10.1167/tvst.11.10.15

Phu J; Kalloniatis M, 2022, 'Gaze tracker parameters have little association with visual field metrics of intrasession frontloaded SITA-Faster 24–2 visual field results', Ophthalmic and Physiological Optics, 42, pp. 973 - 985, http://dx.doi.org/10.1111/opo.13006

Tong J; Phu J; Alonso-Caneiro D; Khuu SK; Kalloniatis M, 2022, 'Prediction of Retinal Ganglion Cell Counts Considering Various Displacement Methods From OCT-Derived Ganglion Cell–Inner Plexiform Layer Thickness', Translational Vision Science and Technology, 11, http://dx.doi.org/10.1167/tvst.11.5.13

Tong J; Phu J; Alonso-Caneiro D; Khuu SK; Kalloniatis M, 2022, 'Clinical Evaluations of Macular Structure-Function Concordance With and Without Drasdo Displacement', Translational Vision Science and Technology, 11, http://dx.doi.org/10.1167/tvst.11.4.18

Phu J; Kalloniatis M, 2022, 'The Frontloading Fields Study: The Impact of False Positives and Seeding Point Errors on Visual Field Reliability When Using SITA-Faster', Translational Vision Science and Technology, 11, http://dx.doi.org/10.1167/tvst.11.2.20

Phu J; Masselos K; Sullivan-Mee M; Kalloniatis M, 2022, 'Glaucoma Suspects: The Impact of Risk Factor-Driven Review Periods on Clinical Load, Diagnoses, and Healthcare Costs', Translational Vision Science and Technology, 11, http://dx.doi.org/10.1167/tvst.11.1.37

Phu J; Kalloniatis M, 2022, 'Patient and technician perspectives following the introduction of frontloaded visual field testing in glaucoma assessment', Clinical and Experimental Optometry, 105, pp. 617 - 623, http://dx.doi.org/10.1080/08164622.2021.1965461

Gheisari S; Shariflou S; Phu J; Kennedy PJ; Agar A; Kalloniatis M; Golzan SM, 2021, 'A combined convolutional and recurrent neural network for enhanced glaucoma detection', Scientific Reports, 11, pp. 1945, http://dx.doi.org/10.1038/s41598-021-81554-4

Phu J; Masselos K; Kalloniatis M, 2021, 'Deployment of the Water Drinking Test and iCare HOME Phasing for Intraocular Pressure Profiling in Glaucoma Evaluation', Optometry and Vision Science, 98, pp. 1321 - 1331, http://dx.doi.org/10.1097/OPX.0000000000001806

Phu J; Tong J; Kalloniatis M, 2021, 'Intra-session repeatability of anterior chamber depth across the chamber width using Pentacam Scheimpflug imaging in healthy subjects', Ophthalmic and Physiological Optics, 41, pp. 1273 - 1284, http://dx.doi.org/10.1111/opo.12880

Phu J; Kalloniatis M, 2021, 'The frontloading fields study (Ffs): Detecting changes in mean deviation in glaucoma using multiple visual field tests per clinical visit', Translational Vision Science and Technology, 10, http://dx.doi.org/10.1167/TVST.10.13.21

Phu J; Kalloniatis M, 2021, 'Comparison of 10-2 and 24-2C Test Grids for Identifying Central Visual Field Defects in Glaucoma and Suspect Patients', Ophthalmology, 128, pp. 1405 - 1416, http://dx.doi.org/10.1016/j.ophtha.2021.03.014

Phu J; Kalloniatis M, 2021, 'Viability of Performing Multiple 24-2 Visual Field Examinations at the Same Clinical Visit: The Frontloading Fields Study (FFS)', American Journal of Ophthalmology, 230, pp. 48 - 59, http://dx.doi.org/10.1016/j.ajo.2021.04.019

Zhang S; Phu J; Xu P; Wang H; Kalloniatis M; Zangerl B, 2021, 'The performance and confidence of clinicians in training in the analysis of ophthalmic images within a work-integrated teaching model', Ophthalmic and Physiological Optics, 41, pp. 768 - 781, http://dx.doi.org/10.1111/opo.12795

Phu J; Kalloniatis M, 2021, 'A Strategy for Seeding Point Error Assessment for Retesting (SPEAR) in Perimetry Applied to Normal Subjects, Glaucoma Suspects, and Patients With Glaucoma', American Journal of Ophthalmology, 221, pp. 115 - 130, http://dx.doi.org/10.1016/j.ajo.2020.07.047

Phu J; Ho K; Kweon S; Liu N; Littlechild L; Rafla D; Zhong M, 2021, 'Adaptations of early career optometrists in clinical practice during the COVID-19 pandemic', Clinical and Experimental Optometry, 104, pp. 728 - 733, http://dx.doi.org/10.1080/08164622.2021.1924628

Phu J; Tong J; Zangerl B; Ly Le J; Kalloniatis M, 2021, 'Authors’ reply', Ophthalmic and Physiological Optics, 41, pp. 203 - 204, http://dx.doi.org/10.1111/opo.12760

Wang H; Masselos K; Kalloniatis M; Phu J, 2021, 'Headaches related to latanoprost in open-angle glaucoma', Clinical and Experimental Optometry, 104, pp. 625 - 633, http://dx.doi.org/10.1080/08164622.2021.1878846

Wang H; Khuu SK; Lam S; Lin C; Kalloniatis M; Phu J, 2020, 'Validation of a novel functional test for assessing metamorphopsia using epiretinal membranes as a model', Scientific Reports, 10, http://dx.doi.org/10.1038/s41598-020-71627-1

Phu J; Kalloniatis M, 2020, 'Ability of 24-2C and 24-2 Grids to Identify Central Visual Field Defects and Structure-Function Concordance in Glaucoma and Suspects', American Journal of Ophthalmology, 219, pp. 317 - 331, http://dx.doi.org/10.1016/j.ajo.2020.06.024

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