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Michael Kalloniatis

university of new south wales

42H-index
423Paper Count
6.9KCitation Count
Published Papers 70
Publication Date
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OCT-based optic neuropathy diagnosis using explainable and privacy-preserving machine learning
errScientific Reports
IF3.9
err2026-05-26
err0
errOAAI
errMd Mahmudul Hasan; Jack Phu; Henrietta Wang; Michael Kalloniatis; Erik Meijering; Arcot Sowmya
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errSave
A staged approach to the number and frequency of visual field testing for detecting glaucoma progression
errOphthalmology Glaucoma
IF3.2
err2026-05-04
err0
errOAAI
errJack Phu; Henrietta Wang; Michael Kalloniatis
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errSave
Multiple attention based deep multimodal fusion network for glaucoma and neurodegenerative disease diagnosis
errScientific Reports
IF3.9
err2026-04-26
err0
errOAAI
errMd Mahmudul Hasan; Jack Phu; Henrietta Wang; Michael Kalloniatis; Arcot Sowmya; Erik Meijering
errShare
errSave
Inner-retinal changes in AMD: Evidence, mechanisms, and future perspectives
errProgress in Retinal and Eye Research
IF14.7
err2026-03-21
err0
PREAI
errMatt Trinh; Michael Kalloniatis; Bryan William Jones; Glenn C. Yiu; Enrico Borrelli; Lisa Nivison-Smith
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errSave
Predicting variability and reliability in visual field testing: short- and long-term approaches
errOphthalmology Science
IF4.6
err2026-01-07
err0
errOAAI
errJack Phu; Henrietta Wang; Jeremy C.K. Tan; Michael Kalloniatis
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errSave
Visual field progression rates in glaucoma: frontloaded versus clinical standard (non-frontloaded) SITA-Faster
errAmerican Journal of Ophthalmology
IF4.2
err2025-07-28
err0
errOAAI
errJack Phu; Henrietta Wang; Katherine Masselos; Jeremy C.K. Tan; Nimesh B. Patel; Ashish Agar; Michael Kalloniatis
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errSave
The Frontloading Approach to Meet Guideline-Recommended Visual Field Testing for Glaucoma
errOphthalmology Glaucoma
IF3.2
err2025-04-11
err0
PREAI
errHenrietta Wang; Katherine Masselos; Jeremy C.K. Tan; Nimesh B. Patel; Ashish Agar; Michael Kalloniatis; Jack Phu
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errSave
Predicting visual field global and local parameters from OCT measurements using explainable machine learning
errSCIENTIFIC REPORTS
IF3.9
err2025-02-16
err1
errOAAI
errHasan, Md Mahmudul; Phu, Jack; Wang, Henrietta; Sowmya, Arcot; Meijering, Erik; Kalloniatis, Michael
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errSave
OCT-based diagnosis of glaucoma and glaucoma stages using explainable machine learning
errSCIENTIFIC REPORTS
IF3.9
err2025-01-28
err1
errOAAI
errHasan, Md Mahmudul; Phu, Jack; Wang, Henrietta; Sowmya, Arcot; Kalloniatis, Michael; Meijering, Erik
errShare
errSave
Visual field testing in glaucoma using the Swedish Interactive Thresholding Visual field testing in glaucoma using the Swedish Interactive Thresholding Algorithm (SITA) Algorithm (SITA)
errSURVEY OF OPHTHALMOLOGY
IF5.9
err2025-01-01
err3
errOAAI
errTan, Jeremy C. K.; Yohannan, Jithin; Ramulu, Pradeep Y.; Kalloniatis, Michael; Crabb, David P.; Crowston, Jonathan; Phu, Jack
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errSave
Multiple (frontloaded) visual fi eld tests increase identification fi cation of very slow mean deviation progression in glaucoma
errCANADIAN JOURNAL OF OPHTHALMOLOGY-JOURNAL CANADIEN D OPHTALMOLOGIE
IF2.8
err2024-10-01
err5
errOAAI
errPhu, Jack; Tan, Jeremy; Kalloniatis, Michael
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errSave
Quantification fi cation and Predictors of Visual Field Variability in Healthy, Glaucoma Suspect, and Glaucomatous Eyes Using SITA-Faster
errOPHTHALMOLOGY
IF9.5
err2024-06-01
err1
PREAI
errTan, Jeremy C. K.; Agar, Ashish; Kalloniatis, Michael; Phu, Jack
errShare
errSave
Evaluation of the Consistency of Glaucomatous Visual Field Defects Using a Clustered SITA-Faster Protocol
errOPHTHALMOLOGY
IF9.5
err2023-11-01
err3
PREAI
errTan, Jeremy C. K.; Phu, Jack; Go, Denise; Nguyen, Doan; Masselos, Katherine; Bank, Allan; Kalloniatis, Michael; Agar, Ashish
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errSave
Reticular Pseudodrusen Are Associated With More Advanced Para-Central Photoreceptor Degeneration in Intermediate Age-Related Macular Degeneration
errINVESTIGATIVE OPHTHALMOLOGY & VISUAL SCIENCE
IF4.7
err2022-10-17
err7
errOAAI
errTrinh, Matt; Eshow, Natalie; Alonso-Caneiro, David; Kalloniatis, Michael; Nivison-Smith, Lisa
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errSave
A comparison of deep learning U-Net architectures for posterior segment OCT retinal layer segmentation
errSCIENTIFIC REPORTS
IF3.9
err2022-09-01
err40
errOAAI
errKugelman, Jason; Allman, Joseph; Read, Scott A.; Vincent, Stephen J.; Tong, Janelle; Kalloniatis, Michael; Chen, Fred K.; Collins, Michael J.; Alonso-Caneiro, David
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errSave
High-Density Optical Coherence Tomography Analysis Provides Insights Into Early/Intermediate Age-Related Macular Degeneration Retinal Layer Changes
errINVESTIGATIVE OPHTHALMOLOGY & VISUAL SCIENCE
IF4.7
err2022-05-27
err14
errOAAI
errTrinh, Matt; Kalloniatis, Michael; Alonso-Caneiro, David; Nivison-Smith, Lisa
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errSave
Multispectral pattern recognition measures change in drusen area in age-related macular degeneration with high congruency to expert graders
errSCIENTIFIC REPORTS
IF3.9
err2022-05-06
err3
errOAAI
errNam, Judy; Ly, Angelica; Kalloniatis, Michael; Nivison-Smith, Lisa
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errSave
Location-Specific Thickness Patterns in Intermediate Age-Related Macular Degeneration Reveals Anatomical Differences in Multiple Retinal Layers
errINVESTIGATIVE OPHTHALMOLOGY & VISUAL SCIENCE
IF4.7
err2021-10-18
err10
errOAAI
errTrinh, Matt; Khou, Vincent; Kalloniatis, Michael; Nivison-Smith, Lisa
errShare
errSave
Comparison of 10-2 and 24-2C Test Grids for Identifying Central Visual Field Defects in Glaucoma and Suspect Patients
errOPHTHALMOLOGY
IF9.5
err2021-10-01
err27
errOAAI
errPhu, Jack; Kalloniatis, Michael
errShare
errSave
Viability of Performing Multiple 24-2 Visual Field Examinations at the Same Clinical Visit: The Frontloading Fields Study (FFS)
errAMERICAN JOURNAL OF OPHTHALMOLOGY
IF4.2
err2021-10-01
err23
errOAAI
errPhu, Jack; Kalloniatis, Michael
errShare
errSave

Research Directions

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Co-authors
Cooperation Journals
M
Michael J. Collins
H-index: 74 · Papers: 1.1K
T
Trevor J. Kilpatrick
H-index: 72 · Papers: 405
A
Anthony J. Hannan
H-index: 64 · Papers: 447
J
Jonathan G. Crowston
H-index: 62 · Papers: 448
C
Charles N. J. McGhee
H-index: 58 · Papers: 495
View more