Balaskas, Konstantinos

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

Liu, X., Faes, L., Kale, A. U., Wagner, S. K., Fu, D. J., Bruynseels, A., Mahendiran, T., Moraes, G., Shamdas, M., Kern, C., et al. (2019) · The Lancet Digital Health

Artificial Intelligence in Healthcare and EducationAI in cancer detection

Cited by 1,883

Reporting guideline for the early-stage clinical evaluation of decision support systems driven by artificial intelligence: DECIDE-AI

Vasey, B., Nagendran, M., Campbell, B., Clifton, D. A., Collins, G. S., Denaxas, S., Denniston, A. K., Faes, L., Geerts, B., Ibrahim, M., et al. (2022) · Nature Medicine

Artificial Intelligence in Healthcare and EducationMeta-analysis and systematic reviews

Cited by 1,039

A foundation model for generalizable disease detection from retinal images

Zhou, Y., Chia, M. A., Wagner, S. K., Ayhan, M. S., Williamson, D. J., Struyven, R. R., Liu, T., Xu, M., Lozano, M. G., Woodward-Court, P., et al. (2023) · Nature

Retinal Imaging and AnalysisOphthalmology and Visual Health Research

Cited by 1,014

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

Faes, L., Liu, X., Wagner, S. K., Fu, D. J., Balaskas, K., Sim, D. A., Bachmann, L. M., Keane, P. A., & Denniston, A. K. (2020) · Translational Vision Science & Technology

Artificial Intelligence in Healthcare and EducationArtificial Intelligence in Healthcare

Cited by 162

Implementation of a cloud-based referral platform in ophthalmology: making telemedicine services a reality in eye care

Kern, C., Fu, D. J., Kortuem, K., Huemer, J., Barker, D., Davis, A., Balaskas, K., Keane, P. A., McKinnon, T., & Sim, D. A. (2020) · British Journal of Ophthalmology

Healthcare Systems and TechnologyTelemedicine and Telehealth Implementation

Cited by 97

Intravitreal injections: past trends and future projections within a UK tertiary hospital

Chopra, R., Preston, G. C., Keenan, T. D. L., Mulholland, P., Patel, P. J., Balaskas, K., Hamilton, R. D., & Keane, P. A. (2022) · Eye

Retinal Diseases and TreatmentsRetinal and Macular Surgery

Cited by 83

Health Economic and Safety Considerations for Artificial Intelligence Applications in Diabetic Retinopathy Screening

Xie, Y., Gunasekeran, D. V., Balaskas, K., Keane, P. A., Sim, D. A., Bachmann, L. M., Macrae, C., & Ting, D. S. W. (2020) · Translational Vision Science & Technology

Retinal Imaging and AnalysisArtificial Intelligence in Healthcare and Education

Cited by 59

Visual and anatomical failure of anti-VEGF therapy for retinal vascular diseases: a survival analysis of real-world data

Fu, D. J., Mishra, A. V., Quek, C., Balaskas, K., Pontikos, N., Sim, D., Sivaprasad, S., & Faes, L. (2025) · Eye

Retinal Diseases and TreatmentsRetinal and Macular Surgery

Cited by 14