Non-invasive biopsy diagnosis of diabetic kidney disease via deep learning applied to retinal images: a population-based study.

Meng Z, Guan Z, Yu S, Wu Y, Zhao Y, Shen J, Lim CC, Chen T, Yang D, Ran AR, He F, Hamzah H, Singh S, Abd Raof AS, Lee-Boey JWS, Lim SK, Sun X, Ge S, Xu G, Su H, Cheng Y, Lu F, Liao X, Jin H, Deng C, Ruan L, Zhang C, Wu C, Dai R, Jin Y, Wang W, Li T, Liu R, Li J, Shu J, Lu Y, Wang X, Wu Q, Qin Y, Tang J, Sheng X, Jiao Q, Yang X, Guo M, McKay GJ, Hogg RE, Liew G, Chee EYL, Hsu W, Lee ML, Szeto S, Luk AOY, Chan JCN, Cheung CY, Tan GSW, Tham YC, Cheng CY, Sabanayagam C, Lim LL, Jia W, Li H, Sheng B, Wong TY

Open source

DOI: 10.1016/j.landig.2025.02.008
Published: 2025 May
Container: The Lancet. Digital health
Publisher: Not recorded
Open access: unknown

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Cite this work

BibTeX

@article{allodium:10.1016/j.landig.2025.02.008,
  title = {Non-invasive biopsy diagnosis of diabetic kidney disease via deep learning applied to retinal images: a population-based study.},
  author = {Meng Z and Guan Z and Yu S and Wu Y and Zhao Y and Shen J and Lim CC and Chen T and Yang D and Ran AR and He F and Hamzah H and Singh S and Abd Raof AS and Lee-Boey JWS and Lim SK and Sun X and Ge S and Xu G and Su H and Cheng Y and Lu F and Liao X and Jin H and Deng C and Ruan L and Zhang C and Wu C and Dai R and Jin Y and Wang W and Li T and Liu R and Li J and Shu J and Lu Y and Wang X and Wu Q and Qin Y and Tang J and Sheng X and Jiao Q and Yang X and Guo M and McKay GJ and Hogg RE and Liew G and Chee EYL and Hsu W and Lee ML and Szeto S and Luk AOY and Chan JCN and Cheung CY and Tan GSW and Tham YC and Cheng CY and Sabanayagam C and Lim LL and Jia W and Li H and Sheng B and Wong TY},
  year = {2025},
  journal = {The Lancet. Digital health},
  doi = {10.1016/j.landig.2025.02.008},
  url = {https://doi.org/10.1016/j.landig.2025.02.008}
}

RIS

TY  - JOUR
TI  - Non-invasive biopsy diagnosis of diabetic kidney disease via deep learning applied to retinal images: a population-based study.
AU  - Meng Z
AU  - Guan Z
AU  - Yu S
AU  - Wu Y
AU  - Zhao Y
AU  - Shen J
AU  - Lim CC
AU  - Chen T
AU  - Yang D
AU  - Ran AR
AU  - He F
AU  - Hamzah H
AU  - Singh S
AU  - Abd Raof AS
AU  - Lee-Boey JWS
AU  - Lim SK
AU  - Sun X
AU  - Ge S
AU  - Xu G
AU  - Su H
AU  - Cheng Y
AU  - Lu F
AU  - Liao X
AU  - Jin H
AU  - Deng C
AU  - Ruan L
AU  - Zhang C
AU  - Wu C
AU  - Dai R
AU  - Jin Y
AU  - Wang W
AU  - Li T
AU  - Liu R
AU  - Li J
AU  - Shu J
AU  - Lu Y
AU  - Wang X
AU  - Wu Q
AU  - Qin Y
AU  - Tang J
AU  - Sheng X
AU  - Jiao Q
AU  - Yang X
AU  - Guo M
AU  - McKay GJ
AU  - Hogg RE
AU  - Liew G
AU  - Chee EYL
AU  - Hsu W
AU  - Lee ML
AU  - Szeto S
AU  - Luk AOY
AU  - Chan JCN
AU  - Cheung CY
AU  - Tan GSW
AU  - Tham YC
AU  - Cheng CY
AU  - Sabanayagam C
AU  - Lim LL
AU  - Jia W
AU  - Li H
AU  - Sheng B
AU  - Wong TY
PY  - 2025
JO  - The Lancet. Digital health
DO  - 10.1016/j.landig.2025.02.008
UR  - https://doi.org/10.1016/j.landig.2025.02.008
ER  -

APA

Z, M., Z, G., S, Y., Y, W., Y, Z., J, S., CC, L., T, C., D, Y., AR, R., F, H., H, H., S, S., AS, A. R., JWS, L., SK, L., X, S., S, G., G, X., H, S., Y, C., F, L., X, L., H, J., C, D., L, R., C, Z., C, W., R, D., Y, J., W, W., T, L., R, L., J, L., J, S., Y, L., X, W., Q, W., Y, Q., J, T., X, S., Q, J., X, Y., M, G., GJ, M., RE, H., G, L., EYL, C., W, H., ML, L., S, S., AOY, L., JCN, C., CY, C., GSW, T., YC, T., CY, C., C, S., LL, L., W, J., H, L., B, S., & TY, W. (2025). Non-invasive biopsy diagnosis of diabetic kidney disease via deep learning applied to retinal images: a population-based study.. The Lancet. Digital health. https://doi.org/10.1016/j.landig.2025.02.008

Source records

pubmed · retrieved 2026-09-26T17:12:43.230Z