Arteries and veins classification; retinal trees

Caliva, Francesco, Antiga, Luca, Al-Diri, Bashir and Hunter, Andrew (2016) Bayesian expectation maximization approach for classification of arteries and veins. In: IOVS ARVO 2016, 1 - 5 May 2016, Seattle, Washington.

Automated assessment

Hunter, Andrew, Lowell, J., Habib, M., Ryder, B., Basu, A. and Steel, D. (2011) An automated retinal image quality grading algorithm. In: 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS 2011, 30 August - 3 September 2011, Boston, MA.

Automation

Hunter, Andrew, Lowell, J., Habib, M., Ryder, B., Basu, A. and Steel, D. (2011) An automated retinal image quality grading algorithm. In: 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS 2011, 30 August - 3 September 2011, Boston, MA.

Classification

Kotsiliti, Evangelia, Hunter, Andrew and Al-Diri, Bashir (2017) A classification model for predicting diabetic retinopathy based on patient characteristics and biochemical measures. Journal for Modeling in Ophthalmology, 1 (4). pp. 69-85.

Data sets

Hunter, Andrew, Lowell, J., Habib, M., Ryder, B., Basu, A. and Steel, D. (2011) An automated retinal image quality grading algorithm. In: 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS 2011, 30 August - 3 September 2011, Boston, MA.

Deep learning

Li, Matthew D, Chang, Ken, Bearce, Ben, Chang, Connie Y, Huang, Ambrose J, Campbell, J Peter, Brown, James M, Singh, Praveer, Hoebel, Katharina V, Erdoğmuş, Deniz, Ioannidis, Stratis, Palmer, William E, Chiang, Michael F and Kalpathy-Cramer, Jayashree (2020) Siamese neural networks for continuous disease severity evaluation and change detection in medical imaging. npj Digital Medicine, 3 (48). ISSN 2398-6352

Diagnostic procedure

Hunter, Andrew, Lowell, J., Habib, M., Ryder, B., Basu, A. and Steel, D. (2011) An automated retinal image quality grading algorithm. In: 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS 2011, 30 August - 3 September 2011, Boston, MA.

Games

Waddington, Jonathan, Linehan, Conor, Gerling, Kathrin, Hicks, Kieran and Hodgson, Timothy L. (2015) Participatory Design of Therapeutic Video Games for Young People with Neurological Vision Impairment. In: CHI 2015.

Great Britain

Hunter, Andrew, Lowell, James A., Ryder, Bob, Basu, Ansu and Steel, David (2011) Automated diagnosis of referable maculopathy in diabetic retinopathy screening. In: 33rd Annual International Conference of the IEEE EMBS, August 30 - September 3 2011, Boston, USA.

Health and Social Care

Keeling, June, Chapman, Hazel and Williams, Julie (2013) How to write well: a guide for health and social care students. McGraw-Hill/OUP, London. ISBN 9780335244935

Humans

Hunter, Andrew, Lowell, James A., Ryder, Bob, Basu, Ansu and Steel, David (2011) Automated diagnosis of referable maculopathy in diabetic retinopathy screening. In: 33rd Annual International Conference of the IEEE EMBS, August 30 - September 3 2011, Boston, USA.

Image quality

Hunter, Andrew, Lowell, J., Habib, M., Ryder, B., Basu, A. and Steel, D. (2011) An automated retinal image quality grading algorithm. In: 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS 2011, 30 August - 3 September 2011, Boston, MA.

Machine learning

Li, Matthew D, Chang, Ken, Bearce, Ben, Chang, Connie Y, Huang, Ambrose J, Campbell, J Peter, Brown, James M, Singh, Praveer, Hoebel, Katharina V, Erdoğmuş, Deniz, Ioannidis, Stratis, Palmer, William E, Chiang, Michael F and Kalpathy-Cramer, Jayashree (2020) Siamese neural networks for continuous disease severity evaluation and change detection in medical imaging. npj Digital Medicine, 3 (48). ISSN 2398-6352

Medical imaging

Li, Matthew D, Chang, Ken, Bearce, Ben, Chang, Connie Y, Huang, Ambrose J, Campbell, J Peter, Brown, James M, Singh, Praveer, Hoebel, Katharina V, Erdoğmuş, Deniz, Ioannidis, Stratis, Palmer, William E, Chiang, Michael F and Kalpathy-Cramer, Jayashree (2020) Siamese neural networks for continuous disease severity evaluation and change detection in medical imaging. npj Digital Medicine, 3 (48). ISSN 2398-6352

Neural networks

Li, Matthew D, Chang, Ken, Bearce, Ben, Chang, Connie Y, Huang, Ambrose J, Campbell, J Peter, Brown, James M, Singh, Praveer, Hoebel, Katharina V, Erdoğmuş, Deniz, Ioannidis, Stratis, Palmer, William E, Chiang, Michael F and Kalpathy-Cramer, Jayashree (2020) Siamese neural networks for continuous disease severity evaluation and change detection in medical imaging. npj Digital Medicine, 3 (48). ISSN 2398-6352

Ophthalmology, Quality control

Hunter, Andrew, Lowell, J., Habib, M., Ryder, B., Basu, A. and Steel, D. (2011) An automated retinal image quality grading algorithm. In: 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS 2011, 30 August - 3 September 2011, Boston, MA.

Photography ; Fovea centralis ; Retina ; Shape analysis ; Diseases and disorders ; Eye ; Medical diagnostics ; Optic nerve

Ometto, Giovanni, Caliva, Francesco, Al-Diri, Bashir, Bek, Toke and Hunter, Andrew (2016) Automated detection of retinal landmarks for the identification of clinically relevant regions in fundus photography. In: SPIE Medical Imaging, 27 Feb - 3 Mar 2016, San Diego, CA.

Pre-processing step

Hunter, Andrew, Lowell, J., Habib, M., Ryder, B., Basu, A. and Steel, D. (2011) An automated retinal image quality grading algorithm. In: 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS 2011, 30 August - 3 September 2011, Boston, MA.

Quality analysis

Hunter, Andrew, Lowell, J., Habib, M., Ryder, B., Basu, A. and Steel, D. (2011) An automated retinal image quality grading algorithm. In: 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS 2011, 30 August - 3 September 2011, Boston, MA.

Reference standard

Hunter, Andrew, Lowell, J., Habib, M., Ryder, B., Basu, A. and Steel, D. (2011) An automated retinal image quality grading algorithm. In: 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS 2011, 30 August - 3 September 2011, Boston, MA.

Rehabilitation

Waddington, Jonathan, Linehan, Conor, Gerling, Kathrin, Hicks, Kieran and Hodgson, Timothy L. (2015) Participatory Design of Therapeutic Video Games for Young People with Neurological Vision Impairment. In: CHI 2015.

Retinal Image Analysis

Brown, James, Campbell, J. Peter, Beers, Andrew, Chang, Ken, Ostmo, Susan, Chan, R. V. Paul, Dy, Jennifer, Erdogmus, Deniz, Ioannidis, Stratis, Kalpathy-Cramer, Jayashree and Chiang, Michael F. (2018) Automated Diagnosis of Plus Disease in Retinopathy of Prematurity Using Deep Convolutional Neural Networks. JAMA Ophthalmology, 136 (7). pp. 803-810. ISSN 2168-6165

Retinal image quality

Hunter, Andrew, Lowell, J., Habib, M., Ryder, B., Basu, A. and Steel, D. (2011) An automated retinal image quality grading algorithm. In: 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS 2011, 30 August - 3 September 2011, Boston, MA.

Retinal vessels, Algorithms

Hunter, Andrew, Lowell, J., Habib, M., Ryder, B., Basu, A. and Steel, D. (2011) An automated retinal image quality grading algorithm. In: 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS 2011, 30 August - 3 September 2011, Boston, MA.

Therapy

Waddington, Jonathan, Linehan, Conor, Gerling, Kathrin, Hicks, Kieran and Hodgson, Timothy L. (2015) Participatory Design of Therapeutic Video Games for Young People with Neurological Vision Impairment. In: CHI 2015.

United Kingdom, Algorithms

Hunter, Andrew, Lowell, James A., Ryder, Bob, Basu, Ansu and Steel, David (2011) Automated diagnosis of referable maculopathy in diabetic retinopathy screening. In: 33rd Annual International Conference of the IEEE EMBS, August 30 - September 3 2011, Boston, USA.

Vision

Waddington, Jonathan, Linehan, Conor, Gerling, Kathrin, Hicks, Kieran and Hodgson, Timothy L. (2015) Participatory Design of Therapeutic Video Games for Young People with Neurological Vision Impairment. In: CHI 2015.

Young people

Waddington, Jonathan, Linehan, Conor, Gerling, Kathrin, Hicks, Kieran and Hodgson, Timothy L. (2015) Participatory Design of Therapeutic Video Games for Young People with Neurological Vision Impairment. In: CHI 2015.

academic writing

Keeling, June, Chapman, Hazel and Williams, Julie (2013) How to write well: a guide for health and social care students. McGraw-Hill/OUP, London. ISBN 9780335244935

algorithm

Hunter, Andrew, Lowell, James A., Ryder, Bob, Basu, Ansu and Steel, David (2011) Automated diagnosis of referable maculopathy in diabetic retinopathy screening. In: 33rd Annual International Conference of the IEEE EMBS, August 30 - September 3 2011, Boston, USA.

article

Hunter, Andrew, Lowell, James A., Ryder, Bob, Basu, Ansu and Steel, David (2011) Automated diagnosis of referable maculopathy in diabetic retinopathy screening. In: 33rd Annual International Conference of the IEEE EMBS, August 30 - September 3 2011, Boston, USA.

artificial intelligence

Campbell, J Peter, Kim, Sang Jin, Brown, James M, Ostmo, Susan, Chan, R V Paul, Kalpathy-Cramer, Jayashree and Chiang, Michael F (2021) Evaluation of a Deep Learning-Derived Quantitative Retinopathy of Prematurity Severity Scale. Ophthalmology, 128 (7). pp. 1070-1076. ISSN 0161-6420

Campbell, J Peter, Singh, Praveer, Redd, Travis, Brown, James M., Shah, Parag K, Subramanian, Prema, Rajan, Renu, Valikodath, Nita, Cole, Emily, Ostmo, Susan, Chan, R V Paul, Venkatapathy, Narendran, Chiang, Michael F and Kalpathy-Cramer, Jayashree (2021) Applications of Artificial Intelligence for Retinopathy of Prematurity Screening. Pediatrics, 147 (3). e2020016618. ISSN 0031-4005

computer games

Waddington, Jonathan, Linehan, Conor, Gerling, Kathrin, Williams, Cathy, Robson, Leone and Hodgson, Timothy (2018) Evaluation of ‘Eyelander’: a video game designed to engage children and young people with homonymous visual field loss in compensatory training. Journal of Visual Impairment & Blindness, 112 (6). pp. 717-730. ISSN 0145-482X

computer vision

Campbell, J Peter, Kim, Sang Jin, Brown, James M, Ostmo, Susan, Chan, R V Paul, Kalpathy-Cramer, Jayashree and Chiang, Michael F (2021) Evaluation of a Deep Learning-Derived Quantitative Retinopathy of Prematurity Severity Scale. Ophthalmology, 128 (7). pp. 1070-1076. ISSN 0161-6420

deep learning

Brown, James, Campbell, J. Peter, Beers, Andrew, Chang, Ken, Ostmo, Susan, Chan, R. V. Paul, Dy, Jennifer, Erdogmus, Deniz, Ioannidis, Stratis, Kalpathy-Cramer, Jayashree and Chiang, Michael F. (2018) Automated Diagnosis of Plus Disease in Retinopathy of Prematurity Using Deep Convolutional Neural Networks. JAMA Ophthalmology, 136 (7). pp. 803-810. ISSN 2168-6165

Brown, James, Campbell, J. Peter, Beers, Andrew, Chang, Ken, Donohue, Kyra, Ostmo, Susan, Chan, R.V. Paul, Dy, Jennifer, Erdogmus, Deniz, Ioannidis, Stratis, Chiang, Michael F. and Kalpathy-Cramer, Jayashree (2018) Fully automated disease severity assessment and treatment monitoring in retinopathy of prematurity using deep learning. Proceedings of SPIE, 10579 . p. 22. ISSN 1605-7422

Campbell, J Peter, Kim, Sang Jin, Brown, James M, Ostmo, Susan, Chan, R V Paul, Kalpathy-Cramer, Jayashree and Chiang, Michael F (2021) Evaluation of a Deep Learning-Derived Quantitative Retinopathy of Prematurity Severity Scale. Ophthalmology, 128 (7). pp. 1070-1076. ISSN 0161-6420

Campbell, J Peter, Singh, Praveer, Redd, Travis, Brown, James M., Shah, Parag K, Subramanian, Prema, Rajan, Renu, Valikodath, Nita, Cole, Emily, Ostmo, Susan, Chan, R V Paul, Venkatapathy, Narendran, Chiang, Michael F and Kalpathy-Cramer, Jayashree (2021) Applications of Artificial Intelligence for Retinopathy of Prematurity Screening. Pediatrics, 147 (3). e2020016618. ISSN 0031-4005

diabetic retinopathy

Hunter, Andrew, Lowell, James A., Ryder, Bob, Basu, Ansu and Steel, David (2011) Automated diagnosis of referable maculopathy in diabetic retinopathy screening. In: 33rd Annual International Conference of the IEEE EMBS, August 30 - September 3 2011, Boston, USA.

Kotsiliti, Evangelia, Hunter, Andrew and Al-Diri, Bashir (2017) A classification model for predicting diabetic retinopathy based on patient characteristics and biochemical measures. Journal for Modeling in Ophthalmology, 1 (4). pp. 69-85.

diagnosis

Kotsiliti, Evangelia, Hunter, Andrew and Al-Diri, Bashir (2017) A classification model for predicting diabetic retinopathy based on patient characteristics and biochemical measures. Journal for Modeling in Ophthalmology, 1 (4). pp. 69-85.

eye movements

Waddington, Jonathan and Hodgson, Timothy (2017) Review of rehabilitation and habilitation strategies for children and young people with homonymous visual field loss caused by cerebral vision impairment. British Journal of Visual Impairment, 35 (3). pp. 197-210. ISSN 0264-6196

eyelander

Waddington, Jonathan and Hodgson, Timothy (2017) Review of rehabilitation and habilitation strategies for children and young people with homonymous visual field loss caused by cerebral vision impairment. British Journal of Visual Impairment, 35 (3). pp. 197-210. ISSN 0264-6196

fundus image analysis

Campbell, J Peter, Singh, Praveer, Redd, Travis, Brown, James M., Shah, Parag K, Subramanian, Prema, Rajan, Renu, Valikodath, Nita, Cole, Emily, Ostmo, Susan, Chan, R V Paul, Venkatapathy, Narendran, Chiang, Michael F and Kalpathy-Cramer, Jayashree (2021) Applications of Artificial Intelligence for Retinopathy of Prematurity Screening. Pediatrics, 147 (3). e2020016618. ISSN 0031-4005

gamification

Waddington, Jonathan, Linehan, Conor, Gerling, Kathrin, Williams, Cathy, Robson, Leone and Hodgson, Timothy (2018) Evaluation of ‘Eyelander’: a video game designed to engage children and young people with homonymous visual field loss in compensatory training. Journal of Visual Impairment & Blindness, 112 (6). pp. 717-730. ISSN 0145-482X

hemianopia

Waddington, Jonathan and Hodgson, Timothy (2017) Review of rehabilitation and habilitation strategies for children and young people with homonymous visual field loss caused by cerebral vision impairment. British Journal of Visual Impairment, 35 (3). pp. 197-210. ISSN 0264-6196

hemianpia

Waddington, Jonathan, Linehan, Conor, Gerling, Kathrin, Williams, Cathy, Robson, Leone and Hodgson, Timothy (2018) Evaluation of ‘Eyelander’: a video game designed to engage children and young people with homonymous visual field loss in compensatory training. Journal of Visual Impairment & Blindness, 112 (6). pp. 717-730. ISSN 0145-482X

human

Hunter, Andrew, Lowell, James A., Ryder, Bob, Basu, Ansu and Steel, David (2011) Automated diagnosis of referable maculopathy in diabetic retinopathy screening. In: 33rd Annual International Conference of the IEEE EMBS, August 30 - September 3 2011, Boston, USA.

machine learning

Brown, James, Campbell, J. Peter, Beers, Andrew, Chang, Ken, Ostmo, Susan, Chan, R. V. Paul, Dy, Jennifer, Erdogmus, Deniz, Ioannidis, Stratis, Kalpathy-Cramer, Jayashree and Chiang, Michael F. (2018) Automated Diagnosis of Plus Disease in Retinopathy of Prematurity Using Deep Convolutional Neural Networks. JAMA Ophthalmology, 136 (7). pp. 803-810. ISSN 2168-6165

neuroscience

Waddington, Jonathan, Linehan, Conor, Gerling, Kathrin, Williams, Cathy, Robson, Leone and Hodgson, Timothy (2018) Evaluation of ‘Eyelander’: a video game designed to engage children and young people with homonymous visual field loss in compensatory training. Journal of Visual Impairment & Blindness, 112 (6). pp. 717-730. ISSN 0145-482X

ophthalmology

Campbell, J Peter, Kim, Sang Jin, Brown, James M, Ostmo, Susan, Chan, R V Paul, Kalpathy-Cramer, Jayashree and Chiang, Michael F (2021) Evaluation of a Deep Learning-Derived Quantitative Retinopathy of Prematurity Severity Scale. Ophthalmology, 128 (7). pp. 1070-1076. ISSN 0161-6420

retinal vessel

Brown, James, Campbell, J. Peter, Beers, Andrew, Chang, Ken, Donohue, Kyra, Ostmo, Susan, Chan, R.V. Paul, Dy, Jennifer, Erdogmus, Deniz, Ioannidis, Stratis, Chiang, Michael F. and Kalpathy-Cramer, Jayashree (2018) Fully automated disease severity assessment and treatment monitoring in retinopathy of prematurity using deep learning. Proceedings of SPIE, 10579 . p. 22. ISSN 1605-7422

retinal vessel segmentation

Brown, James, Campbell, J. Peter, Beers, Andrew, Chang, Ken, Ostmo, Susan, Chan, R. V. Paul, Dy, Jennifer, Erdogmus, Deniz, Ioannidis, Stratis, Kalpathy-Cramer, Jayashree and Chiang, Michael F. (2018) Automated Diagnosis of Plus Disease in Retinopathy of Prematurity Using Deep Convolutional Neural Networks. JAMA Ophthalmology, 136 (7). pp. 803-810. ISSN 2168-6165

retinopathy

Brown, James, Campbell, J. Peter, Beers, Andrew, Chang, Ken, Donohue, Kyra, Ostmo, Susan, Chan, R.V. Paul, Dy, Jennifer, Erdogmus, Deniz, Ioannidis, Stratis, Chiang, Michael F. and Kalpathy-Cramer, Jayashree (2018) Fully automated disease severity assessment and treatment monitoring in retinopathy of prematurity using deep learning. Proceedings of SPIE, 10579 . p. 22. ISSN 1605-7422

retinopathy of prematurity

Campbell, J Peter, Kim, Sang Jin, Brown, James M, Ostmo, Susan, Chan, R V Paul, Kalpathy-Cramer, Jayashree and Chiang, Michael F (2021) Evaluation of a Deep Learning-Derived Quantitative Retinopathy of Prematurity Severity Scale. Ophthalmology, 128 (7). pp. 1070-1076. ISSN 0161-6420

Campbell, J Peter, Singh, Praveer, Redd, Travis, Brown, James M., Shah, Parag K, Subramanian, Prema, Rajan, Renu, Valikodath, Nita, Cole, Emily, Ostmo, Susan, Chan, R V Paul, Venkatapathy, Narendran, Chiang, Michael F and Kalpathy-Cramer, Jayashree (2021) Applications of Artificial Intelligence for Retinopathy of Prematurity Screening. Pediatrics, 147 (3). e2020016618. ISSN 0031-4005

special education

Waddington, Jonathan, Linehan, Conor, Gerling, Kathrin, Williams, Cathy, Robson, Leone and Hodgson, Timothy (2018) Evaluation of ‘Eyelander’: a video game designed to engage children and young people with homonymous visual field loss in compensatory training. Journal of Visual Impairment & Blindness, 112 (6). pp. 717-730. ISSN 0145-482X

training

Waddington, Jonathan, Linehan, Conor, Gerling, Kathrin, Williams, Cathy, Robson, Leone and Hodgson, Timothy (2018) Evaluation of ‘Eyelander’: a video game designed to engage children and young people with homonymous visual field loss in compensatory training. Journal of Visual Impairment & Blindness, 112 (6). pp. 717-730. ISSN 0145-482X

treatment monitoring

Brown, James, Campbell, J. Peter, Beers, Andrew, Chang, Ken, Donohue, Kyra, Ostmo, Susan, Chan, R.V. Paul, Dy, Jennifer, Erdogmus, Deniz, Ioannidis, Stratis, Chiang, Michael F. and Kalpathy-Cramer, Jayashree (2018) Fully automated disease severity assessment and treatment monitoring in retinopathy of prematurity using deep learning. Proceedings of SPIE, 10579 . p. 22. ISSN 1605-7422

vision

Waddington, Jonathan and Hodgson, Timothy (2017) Review of rehabilitation and habilitation strategies for children and young people with homonymous visual field loss caused by cerebral vision impairment. British Journal of Visual Impairment, 35 (3). pp. 197-210. ISSN 0264-6196