Pearse A. Keane

Research interests

Publications

• Integrated image-based deep learning and language models for primary diabetes care

  Nature Medicine · 2024 · 10.1038/s41591-024-03139-8

• A foundation model for generalizable disease detection from retinal images

  Nature · 2023 · https://doi.org/10.1038/s41586-023-06555-x

• The Lancet Global Health Commission on Global Eye Health: vision beyond 2020

  The Lancet Global Health · 2021 · https://doi.org/10.1016/s2214-109x(20)30488-5

• Predicting conversion to wet age-related macular degeneration using deep learning

  Nature Medicine · 2020 · 10.1038/s41591-020-0867-7

• A global review of publicly available datasets for ophthalmological imaging: barriers to access, usability, and generalisability

  The Lancet Digital Health · 2020 · 10.1016/s2589-7500(20)30240-5

• Guidelines for clinical trial protocols for interventions involving artificial intelligence: the SPIRIT-AI extension

  The Lancet Digital Health · 2020 · 10.1016/s2589-7500(20)30219-3

• Insights into Systemic Disease through Retinal Imaging-Based Oculomics

  Translational Vision Science & Technology · 2020 · 10.1167/tvst.9.2.6

• Reporting guidelines for clinical trial reports for interventions involving artificial intelligence: the CONSORT-AI extension

  Nature Medicine · 2020 · https://doi.org/10.1038/s41591-020-1034-x

• A comparison of deep learning performance against health-care professionals in detecting diseases from medical imaging: a systematic review and meta-analysis

  The Lancet Digital Health · 2019 · https://doi.org/10.1016/s2589-7500(19)30123-2

• Deep learning in ophthalmology: The technical and clinical considerations

  Progress in Retinal and Eye Research · 2019 · https://doi.org/10.1016/j.preteyeres.2019.04.003

• Automated deep learning design for medical image classification by health-care professionals with no coding experience: a feasibility study

  The Lancet Digital Health · 2019 · 10.1016/s2589-7500(19)30108-6

• With an eye to AI and autonomous diagnosis

  npj Digital Medicine · 2018 · 10.1038/s41746-018-0048-y

• Association of Retinal Nerve Fiber Layer Thinning With Current and Future Cognitive Decline

  JAMA Neurology · 2018 · 10.1001/jamaneurol.2018.1578

• Clinically applicable deep learning for diagnosis and referral in retinal disease

  Nature Medicine · 2018 · 10.1038/s41591-018-0107-6

• Artificial Intelligence and Deep Learning in Ophthalmology

  Artificial Intelligence in Medicine · 2018 · 10.1007/978-3-030-64573-1_200

• An overview of the clinical applications of optical coherence tomography angiography

  Eye · 2017 · 10.1038/eye.2017.181

• An overview of the clinical applications of optical coherence tomography angiography

  Eye · 2017 · 10.1038/eye.2017.181

• An overview of the clinical applications of optical coherence tomography angiography

  Eye · 2017 · 10.1038/eye.2017.181

• Choroidal Vascularity Index (CVI) - A Novel Optical Coherence Tomography Parameter for Monitoring Patients with Panuveitis?

  PLoS ONE · 2016 · 10.1371/journal.pone.0146344

• State of science: Choroidal thickness and systemic health

  Survey of Ophthalmology · 2016 · 10.1016/j.survophthal.2016.02.007

• Fundus Photography in the 21st Century—A Review of Recent Technological Advances and Their Implications for Worldwide Healthcare

  Telemedicine Journal and e-Health · 2015 · 10.1089/tmj.2015.0068

• Spectral-Domain Optical Coherence Tomography Imaging in 67 321 Adults

  Ophthalmology · 2015 · https://doi.org/10.1016/j.ophtha.2015.11.009

• The Effects of Macular Ischemia on Visual Acuity in Diabetic Retinopathy

  Investigative Ophthalmology & Visual Science · 2013 · 10.1167/iovs.12-11103

• Optical Coherence Tomography–Based Observation of the Natural History of Drusenoid Lesion in Eyes with Dry Age-related Macular Degeneration

  Ophthalmology · 2013 · 10.1016/j.ophtha.2013.05.029

• Optical Coherence Tomography–Based Observation of the Natural History of Drusenoid Lesion in Eyes with Dry Age-related Macular Degeneration

  Ophthalmology · 2013 · 10.1016/j.ophtha.2013.05.029

• The Effects of Macular Ischemia on Visual Acuity in Diabetic Retinopathy

  Investigative Ophthalmology & Visual Science · 2013 · 10.1167/iovs.12-11103

• Optical Coherence Tomography–Based Observation of the Natural History of Drusenoid Lesion in Eyes with Dry Age-related Macular Degeneration

  Ophthalmology · 2013 · 10.1016/j.ophtha.2013.05.029

• The Effects of Macular Ischemia on Visual Acuity in Diabetic Retinopathy

  Investigative Ophthalmology & Visual Science · 2013 · 10.1167/iovs.12-11103

• Evaluation of Age-related Macular Degeneration With Optical Coherence Tomography

  Survey of Ophthalmology · 2012 · 10.1016/j.survophthal.2012.01.006

• Analysis of Normal Retinal Nerve Fiber Layer Thickness by Age, Sex, and Race Using Spectral Domain Optical Coherence Tomography

  Journal of Glaucoma · 2012 · 10.1097/ijg.0b013e318255bb4a

Current projects

No projects listed.