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Marcello Leucci

moorfields eye hospital nhs trust

4H-index
15Paper Count
160Citation Count
Published Papers 8
Publication Date
Automated triage for new keratoconus referrals using multimodal deep learning
err2026-04-30
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errOAAI
errDr Shafi Balal; Ms Lynn Kandakji; Mr Marcello Leucci; Pearse A. Keane; Mr Daniel Gore; Dr Nikolas Pontikos; Bruce D. Allan
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A Datasheet for the INSIGHT Moorfields Cornea Anterior Segment Dataset (CADMUS)
err2026-04-22
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errOAAI
errShafi Balal; Zaid Alsafi; Marcello Leucci; Pearse A. Keane; Daniel Gore; Nikolas Pontikos; Bruce D. Allan
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Data-driven detection of subclinical keratoconus via semi-supervised clustering of multi-dimensional corneal biomarkers
err2025-11-11
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errOAAI
errLynn Kandakji; Shafi Balal; Aleksander Stupnicki; Siyin Liu; Marcello Leucci; Dan Gore; Bruce Allan; Nikolas Pontikos
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Investigating the capability of deep learning models to predict age and biological sex from anterior segment ophthalmic imaging: a multi-centre retrospective study
err2025-10-29
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errOAAI
errBalal, Shafi; Cox, Laurence; Khan, Ajmal; Kandakji, Lynn; Leucci, Marcello; Keane, Pearse A.; Gore, Daniel; Pontikos, Nikolas; Allan, Bruce
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Personalized Model to Predict Keratoconus Progression From Demographic, Topographic, and Genetic Data
err2022-08-01
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errOAAI
errMaile, Howard p.; LI, Ji-peng olivia; Fortune, Mary d.; Royston, Patrick; Leucci, Marcello t.; Moghul, Ismail; Szabo, Anita; Balaskas, Konstantinos; Allan, Bruce d.; Hardcastle, Alison j.; Hysi, Pirro; Pontikos, Nikolas; Tuft, Stephen j.; Gore, Daniel m.
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Machine Learning Algorithms to Detect Subclinical Keratoconus: Systematic Review
err2021-12-13
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errOAAI
errMaile, Howard; Li, Ji-Peng Olivia; Gore, Daniel; Leucci, Marcello; Mulholland, Padraig; Hau, Scott; Szabo, Anita; Moghul, Ismail; Balaskas, Konstantinos; Fujinami, Kaoru; Hysi, Pirro; Davidson, Alice; Liskova, Petra; Hardcastle, Alison; Tuft, Stephen; Pontikos, Nikolas
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Accelerated Pulsed High-Fluence Corneal Cross-Linking for Progressive Keratoconus
err2021-01-01
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errOAAI
errGore, Daniel M.; Leucci, Marcello T.; Koay, Su-yin; Kopsachilis, Nikolaos; Nicolae, Michael N.; Malandrakis, Michail, I; Anand, Vijay; Allan, Bruce D.
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Establishing the ground truth for keratoconus progression: combining repeated measures and adapting precision limits to disease severity in corneal tomography
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PREAI
errBalal, Shafi MBBS, MPharm, MSc; Cai, Yijun MBBS; Kandakji, Lynn BSc, MSc; Liu, Siyin MBBS; Mullholand, Pádraig J. BOptom, PhD; Leucci, Marcello BOptom, MSc; Pontikos, Nikolas MSc, MEng, PhD; Gore, Daniel MBBS, MD; Allan, Bruce MBBChir, PhD
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