Robbert Struyven

Affiliations

NIHR Biomedical Research Centre for Ophthalmology, Moorfields Eye Hospital NHS Foundation Trust and UCL Institute of Ophthalmology, London, UK.
Department of Medical Physics and Biomedical Engineering, University College London, London, UK.

Publications (12)

AutoMorph: Automated Retinal Vascular Morphology Quantification Via a Deep Learning Pipeline.

Translational vision science & technology

Avec: Yukun Zhou , Siegfried K Wagner , Mark A Chia , An Zhao , Peter Woodward-Court , Moucheng Xu , Robbert Struyven , Daniel C Alexander , Pearse A Keane

Determinants of non-attendance at face-to-face and telemedicine ophthalmic consultations.

The British journal of ophthalmology

Avec: Siegfried K Wagner , Laxmi Raja , Mario Cortina-Borja , Josef Huemer , Robbert Struyven , Pearse A Keane , Konstantinos Balaskas , Dawn A Sim , Peter B M Thomas , Jugnoo S Rahi , Ameenat Lola Solebo , Swan Kang

Automated Measurements of Key Morphological Features of Human Embryos for IVF.

Medical image computing and computer-assisted intervention : MICCAI ... International Conference on Medical Image Computing and Computer-Assisted Intervention

Avec: B D Leahy , W-D Jang , H Y Yang , R Struyven , D Wei , Z Sun , K R Lee , C Royston , L Cam , Y Kalma , F Azem , D Ben-Yosef , H Pfister , D Needleman

Clinically relevant deep learning for detection and quantification of geographic atrophy from optical coherence tomography: a model development and external validation study.

The Lancet. Digital health

Avec: Gongyu Zhang , Dun Jack Fu , Bart Liefers , Livia Faes , Sophie Glinton , Siegfried Wagner , Robbert Struyven , Nikolas Pontikos , Pearse A Keane , Konstantinos Balaskas

Prediction of visual function from automatically quantified optical coherence tomography biomarkers in patients with geographic atrophy using machine learning.

Scientific reports

Avec: Konstantinos Balaskas , S Glinton , T D L Keenan , L Faes , B Liefers , G Zhang , N Pontikos , R Struyven , S K Wagner , A McKeown , P J Patel , P A Keane , D J Fu

AlzEye: longitudinal record-level linkage of ophthalmic imaging and hospital admissions of 353 157 patients in London, UK.

BMJ open

Avec: Siegfried Karl Wagner , Fintan Hughes , Mario Cortina-Borja , Nikolas Pontikos , Robbert Struyven , Xiaoxuan Liu , Hugh Montgomery , Daniel C Alexander , Eric Topol , Steffen Erhard Petersen , Konstantinos Balaskas , Jack Hindley , Axel Petzold , Jugnoo S Rahi , Alastair K Denniston , Pearse A Keane

Development and international validation of custom-engineered and code-free deep-learning models for detection of plus disease in retinopathy of prematurity: a retrospective study.

The Lancet. Digital health

Avec: Siegfried K Wagner , Bart Liefers , Meera Radia , Gongyu Zhang , Robbert Struyven , Livia Faes , Jonathan Than , Shafi Balal , Charlie Hennings , Caroline Kilduff , Pakinee Pooprasert , Sophie Glinton , Meena Arunakirinathan , Periklis Giannakis , Imoro Zeba Braimah , Islam S H Ahmed , Mariam Al-Feky , Hagar Khalid , Daniel Ferraz , Juliana Vieira , Rodrigo Jorge , Shahid Husain , Janette Ravelo , Anne-Marie Hinds , Robert Henderson , Himanshu I Patel , Susan Ostmo , J Peter Campbell , Nikolas Pontikos , Praveen J Patel , Pearse A Keane , Gill Adams , Konstantinos Balaskas

Enablers and Barriers to Deployment of Smartphone-Based Home Vision Monitoring in Clinical Practice Settings.

JAMA ophthalmology

Avec: Edward Korot , Nikolas Pontikos , Faye M Drawnel , Aljazy Jaber , Dun Jack Fu , Gongyu Zhang , Marco A Miranda , Bart Liefers , Sophie Glinton , Siegfried K Wagner , Robbert Struyven , Caroline Kilduff , Darius M Moshfeghi , Pearse A Keane , Dawn A Sim , Peter B M Thomas , Konstantinos Balaskas

Clinician-Driven AI: Code-Free Self-Training on Public Data for Diabetic Retinopathy Referral.

JAMA ophthalmology

Avec: Edward Korot , Mariana Batista Gonçalves , Josef Huemer , Sara Beqiri , Hagar Khalid , Madeline Kelly , Mark Chia , Emily Mathijs , Robbert Struyven , Magdy Moussa , Pearse A Keane

Clinician-driven artificial intelligence in ophthalmology: resources enabling democratization.

Current opinion in ophthalmology

Avec: Edward Korot , Mariana B Gonçalves , Saad M Khan , Robbert Struyven , Siegfried K Wagner , Pearse A Keane

Evaluating an automated machine learning model that predicts visual acuity outcomes in patients with neovascular age-related macular degeneration.

Graefe's archive for clinical and experimental ophthalmology = Albrecht von Graefes Archiv fur klinische und experimentelle Ophthalmologie

Avec: Abdallah Abbas , Ciara O'Byrne , Dun Jack Fu , Gabriella Moraes , Konstantinos Balaskas , Robbert Struyven , Sara Beqiri , Siegfried K Wagner , Edward Korot , Pearse A Keane

Diagnostic decisions of specialist optometrists exposed to ambiguous deep-learning outputs.

Scientific reports

Avec: Josie Carmichael , Enrico Costanza , Ann Blandford , Robbert Struyven , Pearse A Keane , Konstantinos Balaskas

Réseau de co-auteurs

Pearse A Keane 10 collaborations

Konstantinos Balaskas 8 collaborations

Siegfried K Wagner 6 collaborations

Nikolas Pontikos 4 collaborations

Edward Korot 4 collaborations

Gongyu Zhang 3 collaborations

Dun Jack Fu 3 collaborations

Bart Liefers 3 collaborations

Sophie Glinton 3 collaborations

Daniel C Alexander 2 collaborations

Mario Cortina-Borja 2 collaborations

Josef Huemer 2 collaborations

Dawn A Sim 2 collaborations

Peter B M Thomas 2 collaborations

Jugnoo S Rahi 2 collaborations

R Struyven 2 collaborations

Livia Faes 2 collaborations

Caroline Kilduff 2 collaborations

Hagar Khalid 2 collaborations

Sara Beqiri 2 collaborations

Yukun Zhou 1 collaboration

Mark A Chia 1 collaboration

An Zhao 1 collaboration

Peter Woodward-Court 1 collaboration

Moucheng Xu 1 collaboration

Laxmi Raja 1 collaboration

Ameenat Lola Solebo 1 collaboration

Swan Kang 1 collaboration

B D Leahy 1 collaboration

W-D Jang 1 collaboration

H Y Yang 1 collaboration

D Wei 1 collaboration

Z Sun 1 collaboration

K R Lee 1 collaboration

C Royston 1 collaboration

L Cam 1 collaboration

Y Kalma 1 collaboration

F Azem 1 collaboration

D Ben-Yosef 1 collaboration

H Pfister 1 collaboration

D Needleman 1 collaboration

Siegfried Wagner 1 collaboration

S Glinton 1 collaboration

T D L Keenan 1 collaboration

L Faes 1 collaboration

B Liefers 1 collaboration

G Zhang 1 collaboration

N Pontikos 1 collaboration

S K Wagner 1 collaboration

A McKeown 1 collaboration

P J Patel 1 collaboration

P A Keane 1 collaboration

D J Fu 1 collaboration

Siegfried Karl Wagner 1 collaboration

Fintan Hughes 1 collaboration

Xiaoxuan Liu 1 collaboration

Hugh Montgomery 1 collaboration

Eric Topol 1 collaboration

Steffen Erhard Petersen 1 collaboration

Jack Hindley 1 collaboration

Axel Petzold 1 collaboration

Alastair K Denniston 1 collaboration

Meera Radia 1 collaboration

Jonathan Than 1 collaboration

Shafi Balal 1 collaboration

Charlie Hennings 1 collaboration

Pakinee Pooprasert 1 collaboration

Meena Arunakirinathan 1 collaboration

Periklis Giannakis 1 collaboration

Imoro Zeba Braimah 1 collaboration

Islam S H Ahmed 1 collaboration

Mariam Al-Feky 1 collaboration

Daniel Ferraz 1 collaboration

Juliana Vieira 1 collaboration

Rodrigo Jorge 1 collaboration

Shahid Husain 1 collaboration

Janette Ravelo 1 collaboration

Anne-Marie Hinds 1 collaboration

Robert Henderson 1 collaboration

Himanshu I Patel 1 collaboration

Susan Ostmo 1 collaboration

J Peter Campbell 1 collaboration

Praveen J Patel 1 collaboration

Gill Adams 1 collaboration

Faye M Drawnel 1 collaboration

Aljazy Jaber 1 collaboration

Marco A Miranda 1 collaboration

Darius M Moshfeghi 1 collaboration

Mariana Batista Gonçalves 1 collaboration

Madeline Kelly 1 collaboration

Mark Chia 1 collaboration

Emily Mathijs 1 collaboration

Magdy Moussa 1 collaboration

Mariana B Gonçalves 1 collaboration

Saad M Khan 1 collaboration

Abdallah Abbas 1 collaboration

Ciara O'Byrne 1 collaboration

Gabriella Moraes 1 collaboration

Josie Carmichael 1 collaboration

Enrico Costanza 1 collaboration

Ann Blandford 1 collaboration