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Articles January 2022

OCT Assisted Quantification of Vitreous Inflammation in Uveitis

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Xiaoxuan Liu; Aditya U. Kale; Giovanni Ometto; Giovanni Montesano; Alice J. Sitch; Nicholas Capewell; Charlotte Radovanovic; Nicholas Bucknall; Nicholas A. V. Beare; David J. Moore; Pearse A. Keane; David P. Crabb; Alastair K. Denniston
TAGS: corneal opacity, inflammation, uveitis, vitreous body, eye
Trans. Vis. Sci. Tech.. 2022; 11(1):3. doi: https://doi.org/10.1167/tvst.11.1.3

Includes: Supplemental Content

ARVO Annual Meeting Abstract June 2021

Democratizing AI for DR: Automated Self-Training to Address Label Scarcity for Deep Learning in Diabetic Retinopathy Classification

Edward Korot; Mariana Batista Goncalves; Josef Christian Huemer; Hagar Khalid; Siegfried Wagner; Xiaoxuan Liu; Livia Faes; Alastair K Denniston; Pearse Keane

Invest. Ophthalmol. Vis. Sci.. 2021; 62(8):2132. doi:

Articles August 2020

Merging Information From Infrared and Autofluorescence Fundus Images for Monitoring of Chorioretinal Atrophic Lesions

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Giovanni Ometto; Giovanni Montesano; Saman Sadeghi Afgeh; Georgios Lazaridis; Xiaoxuan Liu; Pearse A. Keane; David P. Crabb; Alastair K. Denniston
TAGS: atrophic condition of skin, autofluorescence, datasets, pixel
Trans. Vis. Sci. Tech.. 2020; 9(9):38. doi: https://doi.org/10.1167/tvst.9.9.38

Includes: Multimedia, Supplemental Content

ARVO Annual Meeting Abstract June 2020

AI building AI: Deep Learning Detection of Referable Diabetic Retinopathy Sans-coding

Edward Korot; Siegfried Wagner; Livia Faes; Dun Jack Fu; Xiaoxuan Liu; Daniel Ferraz; Hagar Khalid; Reena Chopra; Gabriella Moraes; Gongyu Zhang; Zeyu Guan; Konstantinos Balaskas; Pearse Andrew Keane

Invest. Ophthalmol. Vis. Sci.. 2020; 61(7):2025. doi:

ARVO Annual Meeting Abstract June 2020

OCT-based automated vitreous inflammation score: a promising biomarker in dexamethasone implant treated uveitis patients

Dominika Pohlmann; Jan Henrik Terheyden; Moritz Berger; Giovanni Ometto; Giovanni Montesano; Felicitas Neuber; Maximilian W.M. Wintergerst; Tariq Aslam; Xiaoxuan Liu; Frank G Holz; Pearse Andrew Keane; David P. Crabb; Alastair K Denniston; Robert Finger; Uwe Pleyer

Invest. Ophthalmol. Vis. Sci.. 2020; 61(7):3245. doi:

ARVO Annual Meeting Abstract June 2020

OCT-assessed vitreous inflammation in uveitis patients treated with intravitreal dexamethasone implants

Jan Henrik Terheyden; Moritz Berger; Giovanni Ometto; Dominika Pohlmann; Giovanni Montesano; Magdalena Langner; Maximilian W.M. Wintergerst; Tariq Aslam; Xiaoxuan Liu; Frank G. Holz; Pearse Andrew Keane; David Paul Crabb; Uwe Pleyer; Alastair K Denniston; Robert Patrick Finger

Invest. Ophthalmol. Vis. Sci.. 2020; 61(7):3246. doi:

ARVO Annual Meeting Abstract June 2020

CONSORT-AI and SPIRIT-AI: New Reporting Guidelines for Clinical Trials and Trial Protocols for Artificial Intelligence Interventions

Xiaoxuan Liu; Samantha Cruz Rivera; Livia Faes; Pearse Andrew Keane; David Moher; Melanie Calvert; Alastair K Denniston

Invest. Ophthalmol. Vis. Sci.. 2020; 61(7):1617. doi:

ARVO Annual Meeting Abstract June 2020

Development of a machine learning-guided computational ocular immune-mediated inflammatory disease ontology (ocIMIDo) and application to unstructured text in online patient fora for sentiment analysis

Tasanee Braithwaite; Samantha Pendleton; Xiaoxuan Liu; Rose Gilbert; Luke Slater; Andreas Karwath; Nicki Davis; Konrad Pesudovs; Georgios Gkoutos; Alastair K Denniston

Invest. Ophthalmol. Vis. Sci.. 2020; 61(7):2061. doi:

Special Issue February 2020

A Clinician's Guide to Artificial Intelligence: How to Critically Appraise Machine Learning Studies

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Livia Faes; Xiaoxuan Liu; Siegfried K. Wagner; Dun Jack Fu; Konstantinos Balaskas; Dawn A. Sim; Lucas M. Bachmann; Pearse A. Keane; Alastair K. Denniston
TAGS: artificial intelligence, datasets, machine learning
Trans. Vis. Sci. Tech.. 2020; 9(2):7. doi: https://doi.org/10.1167/tvst.9.2.7

Special Issue February 2020

Insights into Systemic Disease through Retinal Imaging-Based Oculomics

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Siegfried K. Wagner; Dun Jack Fu; Livia Faes; Xiaoxuan Liu; Josef Huemer; Hagar Khalid; Daniel Ferraz; Edward Korot; Christopher Kelly; Konstantinos Balaskas; Alastair K. Denniston; Pearse A. Keane
TAGS: cardiovascular diseases, diagnostic imaging, eye, systemic disease, neurodegenerative disorders, dementia, datasets
Trans. Vis. Sci. Tech.. 2020; 9(2):6. doi: https://doi.org/10.1167/tvst.9.2.6

Special Issue January 2020

Will AI Replace Ophthalmologists?

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Edward Korot; Siegfried K. Wagner; Livia Faes; Xiaoxuan Liu; Josef Huemer; Daniel Ferraz; Pearse A. Keane; Konstantinos Balaskas
TAGS: ophthalmologists
Trans. Vis. Sci. Tech.. 2020; 9(2):2. doi: https://doi.org/10.1167/tvst.9.2.2

ARVO Annual Meeting Abstract July 2019

Test-retest Variability of Optical Coherence Tomography (OCT) and OCT Angiography in a Mobile OCT Module and level of Agreement with Conventional Table-top OCT

Xiaoxuan Liu; Aditya Kale; Benjamin Hui; Giovanni Montesano; Nicholas Capewell; Giovanni Ometto; Tonny Veenith; Pearse Andrew Keane; David Crabb; Susan Mollan; Richard J Blanch; Alastair K Denniston

Invest. Ophthalmol. Vis. Sci.. 2019; 60(9):1853. doi:

ARVO Annual Meeting Abstract July 2019

OCT in Unconscious and Systemically Unwell Patients in the Critical Care Unit Using a Mobile OCT Device

Nicholas I Capewell; Xiaoxuan Liu; Aditya Kale; Nicholas Talbot; Tonny Veenith; Pearse Andrew Keane; Susan Mollan; Richard J Blanch; Alastair K Denniston

Invest. Ophthalmol. Vis. Sci.. 2019; 60(9):1281. doi:

ARVO Annual Meeting Abstract July 2019

OCT characteristics associated with Bardet-Biedl syndrome (BBS) retinopathy

Rupal Morjaria; Hina Khan; Maha Said; Xiaoxuan Liu; Robert Carmichael; Nicholas Capewell; Kamron N Khan; Marie Tsaloumas; Helen Palmer; Denise Williams; Pearse Andrew Keane; Alastair K Denniston

Invest. Ophthalmol. Vis. Sci.. 2019; 60(9):1569. doi:

Articles May 2019

ReLayer: a Free, Online Tool for Extracting Retinal Thickness From Cross-Platform OCT Images

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Giovanni Ometto; Ismail Moghul; Giovanni Montesano; Andrew Hunter; Nikolas Pontikos; Pete R. Jones; Pearse A. Keane; Xiaoxuan Liu; Alastair K. Denniston; David P. Crabb
TAGS: clinicians, datasets, engineering, eye, software, research personnel, pixel, optical coherence tomography, reliability, reference standards
Trans. Vis. Sci. Tech.. 2019; 8(3):25. doi: https://doi.org/10.1167/tvst.8.3.25

Includes: Supplemental Content

ARVO Annual Meeting Abstract July 2018

Rapid Visual Field Progression in Uveitic Glaucoma: Evidence From ‘Big Data’ Collected in Glaucoma Clinics in the United Kingdom

Xiaoxuan Liu; Stephen R Kelly; Robert John Barry; Susan R Bryan; Pearse Andrew Keane; Alastair K Denniston; David Crabb

Invest. Ophthalmol. Vis. Sci.. 2018; 59(9):1138. doi:

ARVO Annual Meeting Abstract June 2017

Understanding the Patient’s Perspective in Herpes Simplex Keratitis – Lessons from a Patient Involvement Group in the West Midlands, United Kingdom.

Xiaoxuan Liu; Sai Kolli; Peter McDonnell; Amit Patel; Geraint P Williams

Invest. Ophthalmol. Vis. Sci.. 2017; 58(8):1351. doi:

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OCT Assisted Quantification of Vitreous Inflammation in Uveitis

Democratizing AI for DR: Automated Self-Training to Address Label Scarcity for Deep Learning in Diabetic Retinopathy Classification

Merging Information From Infrared and Autofluorescence Fundus Images for Monitoring of Chorioretinal Atrophic Lesions

AI building AI: Deep Learning Detection of Referable Diabetic Retinopathy Sans-coding

OCT-based automated vitreous inflammation score: a promising biomarker in dexamethasone implant treated uveitis patients

OCT-assessed vitreous inflammation in uveitis patients treated with intravitreal dexamethasone implants

CONSORT-AI and SPIRIT-AI: New Reporting Guidelines for Clinical Trials and Trial Protocols for Artificial Intelligence Interventions

Development of a machine learning-guided computational ocular immune-mediated inflammatory disease ontology (ocIMIDo) and application to unstructured text in online patient fora for sentiment analysis

A Clinician's Guide to Artificial Intelligence: How to Critically Appraise Machine Learning Studies

Insights into Systemic Disease through Retinal Imaging-Based Oculomics

Will AI Replace Ophthalmologists?

Test-retest Variability of Optical Coherence Tomography (OCT) and OCT Angiography in a Mobile OCT Module and level of Agreement with Conventional Table-top OCT

OCT in Unconscious and Systemically Unwell Patients in the Critical Care Unit Using a Mobile OCT Device

OCT characteristics associated with Bardet-Biedl syndrome (BBS) retinopathy

ReLayer: a Free, Online Tool for Extracting Retinal Thickness From Cross-Platform OCT Images

Rapid Visual Field Progression in Uveitic Glaucoma: Evidence From ‘Big Data’ Collected in Glaucoma Clinics in the United Kingdom

Understanding the Patient’s Perspective in Herpes Simplex Keratitis – Lessons from a Patient Involvement Group in the West Midlands, United Kingdom.

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