Autoencoder-based phenotyping of ophthalmic images highlights genetic loci influencing retinal morphology and provides informative biomarkers

Panagiotis I Sergouniotis, Adam Diakite, Kumar Gaurav, Unknown, Naomi Allen, Tariq Aslam, Denize Atan, Sarah Barman, Jenny Barrett, Paul Bishop, Graeme Black, Tasanee Braithwaite, Roxana Carare, Usha Chakravarthy, Michelle Chan, Sharon Chua, Alexander Day, Parul Desai, Bal Dhillon, Andrew Dick, Alexander Doney, Cathy Egan, Sarah Ennis, Paul Foster, Marcus Fruttiger, John Gallacher, David Garway-Heath, Jane Gibson, Jeremy Guggenheim, Chris Hammond, Alison Hardcastle, Simon Harding, Ruth Hogg, Pirro Hysi, Pearse Keane, Peng Tee Khaw, Anthony Khawaja, Gerassimos Lascaratos, Thomas Littlejohns, Andrew Lotery, Robert Luben, Phil Luthert, Tom Macgillivray, Sarah Mackie, Savita Madhusudhan, Bernadette Mcguinness, Gareth Mckay, Martin Mckibbin, Tony Moore, James Morgan, Eoin O’Sullivan, Richard Oram, Chris Owen, Praveen Patel, Euan Paterson, Tunde Peto, Axel Petzold, Nikolas Pontikos, Jugnoo Rahi, Alicja Rudnicka, Naveed Sattar, Jay Self, Panagiotis Sergouniotis, Sobha Sivaprasad, David Steel, Irene Stratton, Nicholas Strouthidis, Cathie Sudlow, Zihan Sun, Robyn Tapp, Dhanes Thomas, Emanuele Trucco, Adnan Tufail, Ananth Viswanathan, Veronique Vitart, Mike Weedon, Cathy Williams, Katie Williams, Jayne Woodside, Max Yates, Jennifer Yip, Yalin Zheng, Ewan Birney, Tomas Fitzgerald

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DOI: 10.1093/bioinformatics/btae732
Published: 2024-12-09
Container: Bioinformatics
Publisher: Oxford University Press (OUP)
Open access: unknown

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Cite this work

BibTeX

@article{allodium:10.1093/bioinformatics/btae732,
  title = {Autoencoder-based phenotyping of ophthalmic images highlights genetic loci influencing retinal morphology and provides informative biomarkers},
  author = {Panagiotis I Sergouniotis and Adam Diakite and Kumar Gaurav and Unknown and Naomi Allen and Tariq Aslam and Denize Atan and Sarah Barman and Jenny Barrett and Paul Bishop and Graeme Black and Tasanee Braithwaite and Roxana Carare and Usha Chakravarthy and Michelle Chan and Sharon Chua and Alexander Day and Parul Desai and Bal Dhillon and Andrew Dick and Alexander Doney and Cathy Egan and Sarah Ennis and Paul Foster and Marcus Fruttiger and John Gallacher and David Garway-Heath and Jane Gibson and Jeremy Guggenheim and Chris Hammond and Alison Hardcastle and Simon Harding and Ruth Hogg and Pirro Hysi and Pearse Keane and Peng Tee Khaw and Anthony Khawaja and Gerassimos Lascaratos and Thomas Littlejohns and Andrew Lotery and Robert Luben and Phil Luthert and Tom Macgillivray and Sarah Mackie and Savita Madhusudhan and Bernadette Mcguinness and Gareth Mckay and Martin Mckibbin and Tony Moore and James Morgan and Eoin O’Sullivan and Richard Oram and Chris Owen and Praveen Patel and Euan Paterson and Tunde Peto and Axel Petzold and Nikolas Pontikos and Jugnoo Rahi and Alicja Rudnicka and Naveed Sattar and Jay Self and Panagiotis Sergouniotis and Sobha Sivaprasad and David Steel and Irene Stratton and Nicholas Strouthidis and Cathie Sudlow and Zihan Sun and Robyn Tapp and Dhanes Thomas and Emanuele Trucco and Adnan Tufail and Ananth Viswanathan and Veronique Vitart and Mike Weedon and Cathy Williams and Katie Williams and Jayne Woodside and Max Yates and Jennifer Yip and Yalin Zheng and Ewan Birney and Tomas Fitzgerald},
  year = {2024},
  journal = {Bioinformatics},
  doi = {10.1093/bioinformatics/btae732},
  url = {https://doi.org/10.1093/bioinformatics/btae732}
}

RIS

TY  - JOUR
TI  - Autoencoder-based phenotyping of ophthalmic images highlights genetic loci influencing retinal morphology and provides informative biomarkers
AU  - Panagiotis I Sergouniotis
AU  - Adam Diakite
AU  - Kumar Gaurav
AU  - Unknown
AU  - Naomi Allen
AU  - Tariq Aslam
AU  - Denize Atan
AU  - Sarah Barman
AU  - Jenny Barrett
AU  - Paul Bishop
AU  - Graeme Black
AU  - Tasanee Braithwaite
AU  - Roxana Carare
AU  - Usha Chakravarthy
AU  - Michelle Chan
AU  - Sharon Chua
AU  - Alexander Day
AU  - Parul Desai
AU  - Bal Dhillon
AU  - Andrew Dick
AU  - Alexander Doney
AU  - Cathy Egan
AU  - Sarah Ennis
AU  - Paul Foster
AU  - Marcus Fruttiger
AU  - John Gallacher
AU  - David Garway-Heath
AU  - Jane Gibson
AU  - Jeremy Guggenheim
AU  - Chris Hammond
AU  - Alison Hardcastle
AU  - Simon Harding
AU  - Ruth Hogg
AU  - Pirro Hysi
AU  - Pearse Keane
AU  - Peng Tee Khaw
AU  - Anthony Khawaja
AU  - Gerassimos Lascaratos
AU  - Thomas Littlejohns
AU  - Andrew Lotery
AU  - Robert Luben
AU  - Phil Luthert
AU  - Tom Macgillivray
AU  - Sarah Mackie
AU  - Savita Madhusudhan
AU  - Bernadette Mcguinness
AU  - Gareth Mckay
AU  - Martin Mckibbin
AU  - Tony Moore
AU  - James Morgan
AU  - Eoin O’Sullivan
AU  - Richard Oram
AU  - Chris Owen
AU  - Praveen Patel
AU  - Euan Paterson
AU  - Tunde Peto
AU  - Axel Petzold
AU  - Nikolas Pontikos
AU  - Jugnoo Rahi
AU  - Alicja Rudnicka
AU  - Naveed Sattar
AU  - Jay Self
AU  - Panagiotis Sergouniotis
AU  - Sobha Sivaprasad
AU  - David Steel
AU  - Irene Stratton
AU  - Nicholas Strouthidis
AU  - Cathie Sudlow
AU  - Zihan Sun
AU  - Robyn Tapp
AU  - Dhanes Thomas
AU  - Emanuele Trucco
AU  - Adnan Tufail
AU  - Ananth Viswanathan
AU  - Veronique Vitart
AU  - Mike Weedon
AU  - Cathy Williams
AU  - Katie Williams
AU  - Jayne Woodside
AU  - Max Yates
AU  - Jennifer Yip
AU  - Yalin Zheng
AU  - Ewan Birney
AU  - Tomas Fitzgerald
PY  - 2024
JO  - Bioinformatics
DO  - 10.1093/bioinformatics/btae732
UR  - https://doi.org/10.1093/bioinformatics/btae732
ER  -

APA

Sergouniotis, P. I., Diakite, A., Gaurav, K., Unknown, Allen, N., Aslam, T., Atan, D., Barman, S., Barrett, J., Bishop, P., Black, G., Braithwaite, T., Carare, R., Chakravarthy, U., Chan, M., Chua, S., Day, A., Desai, P., Dhillon, B., Dick, A., Doney, A., Egan, C., Ennis, S., Foster, P., Fruttiger, M., Gallacher, J., Garway-Heath, D., Gibson, J., Guggenheim, J., Hammond, C., Hardcastle, A., Harding, S., Hogg, R., Hysi, P., Keane, P., Khaw, P. T., Khawaja, A., Lascaratos, G., Littlejohns, T., Lotery, A., Luben, R., Luthert, P., Macgillivray, T., Mackie, S., Madhusudhan, S., Mcguinness, B., Mckay, G., Mckibbin, M., Moore, T., Morgan, J., O’Sullivan, E., Oram, R., Owen, C., Patel, P., Paterson, E., Peto, T., Petzold, A., Pontikos, N., Rahi, J., Rudnicka, A., Sattar, N., Self, J., Sergouniotis, P., Sivaprasad, S., Steel, D., Stratton, I., Strouthidis, N., Sudlow, C., Sun, Z., Tapp, R., Thomas, D., Trucco, E., Tufail, A., Viswanathan, A., Vitart, V., Weedon, M., Williams, C., Williams, K., Woodside, J., Yates, M., Yip, J., Zheng, Y., Birney, E., & Fitzgerald, T. (2024). Autoencoder-based phenotyping of ophthalmic images highlights genetic loci influencing retinal morphology and provides informative biomarkers. Bioinformatics. https://doi.org/10.1093/bioinformatics/btae732

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crossref · retrieved 2026-09-25T00:57:13.245Z