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

De Fauw J, Ledsam JR, Romera-Paredes B, Nikolov S, Tomasev N, Blackwell S, Askham H, Glorot X, O'Donoghue B, Visentin D, van den Driessche G, Lakshminarayanan B, Meyer C, Mackinder F, Bouton S, Ayoub K, Chopra R, King D, Karthikesalingam A, Hughes CO, Raine R, Hughes J, Sim DA, Egan C, Tufail A, Montgomery H, Hassabis D, Rees G, Back T, Khaw PT, Suleyman M, Cornebise J, Keane PA, Ronneberger O. De Fauw J, et al. Among authors: chopra r. Nat Med. 2018 Sep;24(9):1342-1350. doi: 10.1038/s41591-018-0107-6. Epub 2018 Aug 13. Nat Med. 2018. PMID: 30104768

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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 DA, Collins GS, Denaxas S, Denniston AK, Faes L, Geerts B, Ibrahim M, Liu X, Mateen BA, Mathur P, McCradden MD, Morgan L, Ordish J, Rogers C, Saria S, Ting DSW, Watkinson P, Weber W, Wheatstone P, McCulloch P; DECIDE-AI expert group. Vasey B, et al. Nat Med. 2022 May;28(5):924-933. doi: 10.1038/s41591-022-01772-9. Epub 2022 May 18. Nat Med. 2022. PMID: 35585198 Review.

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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 DA, Collins GS, Denaxas S, Denniston AK, Faes L, Geerts B, Ibrahim M, Liu X, Mateen BA, Mathur P, McCradden MD, Morgan L, Ordish J, Rogers C, Saria S, Ting DSW, Watkinson P, Weber W, Wheatstone P, McCulloch P; DECIDE-AI expert group. Vasey B, et al. BMJ. 2022 May 18;377:e070904. doi: 10.1136/bmj-2022-070904. BMJ. 2022. PMID: 35584845 Free PMC article.

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Artificial Intelligence to Facilitate Clinical Trial Recruitment in Age-Related Macular Degeneration.

Williamson DJ, Struyven RR, Antaki F, Chia MA, Wagner SK, Jhingan M, Wu Z, Guymer R, Skene SS, Tammuz N, Thomson B, Chopra R, Keane PA. Williamson DJ, et al. Among authors: chopra r. Ophthalmol Sci. 2024 Jun 19;4(6):100566. doi: 10.1016/j.xops.2024.100566. eCollection 2024 Nov-Dec. Ophthalmol Sci. 2024. PMID: 39139546 Free PMC article.

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Quantifying Changes on OCT in Eyes Receiving Treatment for Neovascular Age-Related Macular Degeneration.

Moraes G, Struyven R, Wagner SK, Liu T, Chong D, Abbas A, Chopra R, Patel PJ, Balaskas K, Keenan TDL, Keane PA. Moraes G, et al. Among authors: chopra r. Ophthalmol Sci. 2024 Jun 28;4(6):100570. doi: 10.1016/j.xops.2024.100570. eCollection 2024 Nov-Dec. Ophthalmol Sci. 2024. PMID: 39224530 Free PMC article.

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Perfluorocarbons Therapeutics in Modern Cancer Nanotechnology for Hypoxiainduced Anti-tumor Therapy.

Satija S, Sharma P, Kaur H, Dhanjal DS, Chopra RS, Khurana N, Vyas M, Sharma N, Tambuwala MM, Bakshi HA, Charbe NB, Zacconi FC, Chellappan DK, Dua K, Mehta M. Satija S, et al. Among authors: chopra rs. Curr Pharm Des. 2021;27(43):4376-4387. doi: 10.2174/1381612827666210830100907. Curr Pharm Des. 2021. PMID: 34459378 Review.

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Optical coherence tomography in the 2020s-outside the eye clinic.

Chopra R, Wagner SK, Keane PA. Chopra R, et al. Eye (Lond). 2021 Jan;35(1):236-243. doi: 10.1038/s41433-020-01263-6. Epub 2020 Nov 9. Eye (Lond). 2021. PMID: 33168975 Free PMC article. Review.

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Mapping the impact: AI-driven quantification of geographic atrophy on OCT scans and its association with visual sensitivity loss.

Merle DA, Guymer RH, Chia MA, Chopra R, Williamson DJ, Struyven RR, Jannaud M, Hadoux X, van Wijngaarden P, Keane PA, Wu Z. Merle DA, et al. Among authors: chopra r. Br J Ophthalmol. 2025 Sep 23;109(10):1187-1193. doi: 10.1136/bjo-2024-326603. Br J Ophthalmol. 2025. PMID: 40490296

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

Yim J, Chopra R, Spitz T, Winkens J, Obika A, Kelly C, Askham H, Lukic M, Huemer J, Fasler K, Moraes G, Meyer C, Wilson M, Dixon J, Hughes C, Rees G, Khaw PT, Karthikesalingam A, King D, Hassabis D, Suleyman M, Back T, Ledsam JR, Keane PA, De Fauw J. Yim J, et al. Among authors: chopra r. Nat Med. 2020 Jun;26(6):892-899. doi: 10.1038/s41591-020-0867-7. Epub 2020 May 18. Nat Med. 2020. PMID: 32424211

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

Chopra R, Preston GC, Keenan TDL, Mulholland P, Patel PJ, Balaskas K, Hamilton RD, Keane PA. Chopra R, et al. Eye (Lond). 2022 Jul;36(7):1373-1378. doi: 10.1038/s41433-021-01646-3. Epub 2021 Jun 25. Eye (Lond). 2022. PMID: 34172943 Free PMC article.

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