Zheng, Yalin

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

An artificial intelligence-based deep learning algorithm for the diagnosis of diabetic neuropathy using corneal confocal microscopy: a development and validation study

Williams, B. M., Borroni, D., Liu, R., Zhao, Y., Zhang, J., Lim, J., Ma, B., Romano, V., Qi, H., Ferdousi, M., et al. (2020) · Diabetologia

Ocular Surface and Contact LensRetinal Imaging and Analysis

Cited by 155

FCNN: Fourier Convolutional Neural Networks

Pratt, H., Williams, B., Coenen, F., & Zheng, Y. (2017) · Lecture Notes in Computer Science

Advanced Neural Network ApplicationsNeural Networks and Applications

Cited by 138

Artificial intelligence utilising corneal confocal microscopy for the diagnosis of peripheral neuropathy in diabetes mellitus and prediabetes

Preston, F. G., Meng, Y., Burgess, J., Ferdousi, M., Azmi, S., Petropoulos, I. N., Kaye, S., Malik, R. A., Zheng, Y., & Alam, U. (2022) · Diabetologia

Ocular Surface and Contact LensArtificial Intelligence in Healthcare

Cited by 70

Evaluation of Shared Genetic Susceptibility to High and Low Myopia and Hyperopia

Tideman, J. W. L., Pärssinen, O., Haarman, A. E. G., Khawaja, A. P., Wedenoja, J., Williams, K. M., Biino, G., Ding, X., Kähönen, M., Lehtimäki, T., et al. (2021) · JAMA Ophthalmology

Ophthalmology and Visual Impairment StudiesGenetic Associations and Epidemiology

Cited by 56

Retinal Asymmetry in Multiple Sclerosis

Petzold, A., Chua, S. Y. L., Khawaja, A. P., Keane, P. A., Khaw, P. T., Reisman, C., Dhillon, B., Strouthidis, N. G., Foster, P. J., Patel, P. J., et al. (2021) · Brain

Multiple Sclerosis Research StudiesGlaucoma and retinal disorders

Cited by 56

Improving Fetal Head Contour Detection by Object Localisation with Deep Learning

Al-Bander, B., Alzahrani, T., Alzahrani, S., Williams, B. M., & Zheng, Y. (2020) · Communications in Computer and Information Science

Medical Image Segmentation TechniquesAdvanced Neural Network Applications

Cited by 44