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B

Bart Liefers

Erasmus University Medical Center

22H-index
62Paper Count
1.5KCitation Count
Published Papers 19
Publication Date
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Deep learning aging marker from retinal images unveils sex-specific clinical and genetic signatures
errNature Communications
IF15.7
err2026-08-26
err0
errOAAI
errOlga Trofimova; Leah Böttger; Sacha Bors; Yating Pan; Bart Liefers; Jose D. Vargas-Quiros; Victor A. de Vries; Michael J. Beyeler; David M. Presby; Dennis Bontempi; Janna Hastings; Caroline C. W. Klaver; Sven Bergmann
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Disease Progression in Age-Related Macular Degeneration Patients Carrying Rare Variants in the Complement Factor H or Complement Factor I Genes
errINVESTIGATIVE OPHTHALMOLOGY & VISUAL SCIENCE
IF4.7
err2025-11-01
err0
errOAAI
errCinque, Francesco; De Breuk, Anita; Mhmud, Haras; De Jong, Sarah; Vermeulen, Jeroen; Liefers, Bart; Hollander, Anneke I. Den; Thee, Eric; Colijn, Johanna M.; Heesterbeek, Thomas J.; Klaver, Caroline C.; Hoyng, Carel B.; Lechanteur, Yara T. E.
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errSave
Next-generation phenotyping of inherited retinal diseases from multimodal imaging with Eye2Gene
errNature Machine Intelligence
IF23.9
err2025-06-18
err0
errOAAI
errNikolas Pontikos; William A. Woof; Siying Lin; Biraja Ghoshal; Bernardo S. Mendes; Advaith Veturi; Quang Nguyen; Behnam Javanmardi; Michalis Georgiou; Alexander Hustinx; Miguel A. Ibarra-Arellano; Ismail Moghul; Yichen Liu; Kristina Pfau; Maximilian Pfau; Mital Shah; Jing Yu; Saoud Al-Khuzaei; Siegfried K. Wagner; Malena Daich Varela; Thales Antonio Cabral de Guimarães; Sagnik Sen; Gunjan Naik; Dayyanah Sumodhee; Dun Jack Fu; Nathaniel Kabiri; Jennifer Furman; Bart Liefers; Aaron Y. Lee; Samantha R. De Silva; Caio Marques; Fabiana Motta; Yu Fujinami-Yokokawa; Alison J. Hardcastle; Gavin Arno; Birgit Lorenz; Philipp Herrmann; Kaoru Fujinami; Juliana Sallum; Savita Madhusudhan; Susan M. Downes; Frank G. Holz; Konstantinos Balaskas; Andrew R. Webster; Omar A. Mahroo; Peter M. Krawitz; Michel Michaelides
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errSave
Gut microbial dysbiosis in age-related macular degeneration
errACTA OPHTHALMOLOGICA
IF2.8
err2025-01-19
err0
PREAI
errVergroesen, J; Vermeulen, J; Thee, E; Liefers, B; Klaver, C
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errSave
Gut microbial dysbiosis in age-related macular degeneration
errACTA OPHTHALMOLOGICA
IF2.8
err2025-01-19
err0
PREAI
errVergroesen, J; Vermeulen, J; Thee, E; Liefers, B; Klaver, C
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errSave
Phenotypic and genetic characteristics of retinal vascular parameters and their association with diseases
errNATURE COMMUNICATIONS
IF15.7
err2024-11-06
err2
errOAAI
errVela, Sofia Ortin; Beyeler, Michael J.; Trofimova, Olga; Iuliani, Ilaria; Quiros, Jose D. Vargas; de Vries, Victor A.; Meloni, Ilenia; Elwakil, Adham; Hoogewoud, Florence; Liefers, Bart; Presby, David; Ramdas, Wishal D.; Tomasoni, Mattia; Schlingemann, Reinier; Klaver, Caroline C. W.; Bergmann, Sven
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errSave
SynthEye: Investigating the Impact of Synthetic Data on Artificial Intelligence-assisted Gene Diagnosis of Inherited Retinal Disease
errOPHTHALMOLOGY SCIENCE
IF4.6
err2023-06-01
err24
errOAAI
errVeturi, Yoga Advaith; Woof, William; Lazebnik, Teddy; Moghul, Ismail; Woodward-Court, Peter; Wagner, Siegfried K.; de Guimaraes, Thales Antonio Cabral; Varela, Malena Daich; Liefers, Bart; Patel, Praveen J.; Beck, Stephan; Webster, Andrew R.; Mahroo, Omar; Keane, Pearse A.; Michaelides, Michel; Balaskas, Konstantinos; Pontikos, Nikolas
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errSave
hr Development and international validation of custom- engineered and code-free deep-learning models for detection of plus disease in retinopathy of prematurity: a retrospective study
errLANCET DIGITAL HEALTH
IF24.1
err2023-06-01
err8
errOAAI
errWagner, Siegfried K.; Liefers, Bart; Radia, Meera; Zhang, Gongyu; Struyven, Robbert; Faes, Livia; Than, Jonathan; Balal, Shafi; Hennings, Charlie; Kilduff, Caroline; Pooprasert, Pakinee; Glinton, Sophie; Arunakirinathan, Meena; Giannakis, Periklis; Braimah, Imoro Zeba; Ahmed, Islam S. H.; Al-Feky, Mariam; Khalid, Hagar; Ferraz, Daniel; Vieira, Juliana; Jorge, Rodrigo; Husain, Shahid; Ravelo, Janette; Hinds, Anne-Marie; Henderson, Robert; Patel, Himanshu, I; Ostmo, Susan; Campbell, J. Peter; Pontikos, Nikolas; Patel, Praveen J.; Keane, Pearse A.; Adams, Gill; Balaskas, Konstantinos
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Deep-learning automated quantification of longitudinal OCT scans demonstrates reduced RPE loss rate, preservation of intact macular area and predictive value of isolated photoreceptor degeneration in geographic atrophy patients receiving C3 inhibition treatment
errBRITISH JOURNAL OF OPHTHALMOLOGY
IF3.5
err2023-04-24
err10
errOAAI
errFu, Dun Jack; Glinton, Sophie; Lipkova, Veronika; Faes, Livia; Liefers, Bart; Zhang, Gongyu; Pontikos, Nikolas; McKeown, Alex; Scheibler, Lukas; Patel, Praveen J.; Keane, Pearse A.; Balaskas, Konstantinos
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errSave
Eye2Gene
errACTA OPHTHALMOLOGICA
IF2.8
err2022-12-20
err0
errOAAI
errPontikos, Nikolas; Woof, William; de Guimaraes, Thales Antonio Cabral; Varela, Malena Daich; Al-Khuzaei, Saoud; Sen, Sagnik; Liu, Yichen; Liefers, Bart; Furman, Jennifer; Balaskas, Konstantinos; Michaelides, Michel
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errSave
Prediction of visual function from automatically quantified optical coherence tomography biomarkers in patients with geographic atrophy using machine learning
errSCIENTIFIC REPORTS
IF3.9
err2022-09-16
err15
errOAAI
errBalaskas, Konstantinos; Glinton, S.; Keenan, T. D. L.; Faes, L.; Liefers, B.; Zhang, G.; Pontikos, N.; Struyven, R.; Wagner, S. K.; McKeown, A.; Patel, P. J.; Keane, P. A.; Fu, D. J.
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errSave
Clinically relevant deep learning for detection and quantification of geographic atrophy from optical coherence tomography: a model development and external validation study
errLANCET DIGITAL HEALTH
IF24.1
err2021-10-01
err48
errOAAI
errZhang, Gongyu; Fu, Dun Jack; Liefers, Bart; Faes, Livia; Glinton, Sophie; Wagner, Siegfried; Struyven, Robbert; Pontikos, Nikolas; Keane, Pearse A.; Balaskas, Konstantinos
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errSave
Adversarial attack vulnerability of medical image analysis systems: Unexplored factors
errMEDICAL IMAGE ANALYSIS
IF11.8
err2021-10-01
err39
errOAAI
errBortsova, Gerda; Gonzalez-Gonzalo, Cristina; Wetstein, Suzanne C.; Dubost, Florian; Katramados, Ioannis; Hogeweg, Laurens; Liefers, Bart; van Ginneken, Bram; Pluim, Josien P. W.; Veta, Mitko; Sanchez, Clara, I; de Bruijne, Marleen
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Charles Bonnet syndrome in patients with Stargardt disease: prevalence and risk factors
errBRITISH JOURNAL OF OPHTHALMOLOGY
IF3.5
err2021-08-04
err5
PREAI
errDhooge, Patty P. A.; Teunisse, Rob J.; Liefers, Bart; Lambertus, Stanley; Bax, Nathalie M.; Hoyng, Carel B.; Cruysberg, Johannes R. M.; Klevering, B. Jeroen
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Quantification of Key Retinal Features in Early and Late Age-Related Macular Degeneration Using Deep Learning
errAMERICAN JOURNAL OF OPHTHALMOLOGY
IF4.2
err2021-06-01
err43
errOAAI
errLiefers, Bart; Taylor, Paul; Alsaedi, Abdulrahman; Bailey, Clare; Balaskas, Konstantinos; Dhingra, Narendra; Egan, Catherine A.; Rodrigues, Filipa Gomes; Gonzalo, Cristina Gonzalez; Heeren, Tjebo F. C.; Lotery, Andrew; Muller, Philipp L.; Olvera-Barrios, Abraham; Paul, Bobby; Schwartz, Roy; Thomas, Darren S.; Warwick, Alasdair N.; Tufail, Adnan; Sanchez, Clara, I
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A Deep Learning Model for Segmentation of Geographic Atrophy to Study Its Long-Term Natural History
errOPHTHALMOLOGY
IF9.5
err2020-08-01
err44
errOAAI
errLiefers, Bart; Colijn, Johanna M.; Gonzalez-Gonzalo, Cnstina; Verzijden, Timo; Wang, Jie Jin; Joachim, Nichole; Mitchell, Paul; Hoyng, Carel B.; van Ginneken, Bram; Klaver, Caroline C. W.; Sanchez, Clara I.
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errSave
Highly Variable Disease Courses in Siblings with Stargardt Disease
errOPHTHALMOLOGY
IF9.5
err2019-12-01
err15
errOAAI
errValkenburg, Dyon; Runhart, Esmee H.; Bax, Nathalie M.; Liefers, Bart; Lambertus, Stanley L.; Sanchez, Clara, I; Cremers, Frans P. M.; Hoyng, Carel B.
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errSave
Genetic risk score has added value over initial clinical grading stage in predicting disease progression in age-related macular degeneration
errSCIENTIFIC REPORTS
IF3.9
err2019-04-29
err18
errOAAI
errHeesterbeek, Thomas J.; de Jong, Eiko K.; Acar, Ilhan E.; Groenewoud, Joannes M. M.; Liefers, Bart; Sanchez, Clara I.; Peto, Tunde; Hoyng, Carel B.; Pauleikhoff, Daniel; Hense, Hans W.; den Hollander, Anneke I.
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errSave
Morphological and topographical appearance of microaneurysms on optical coherence tomography angiography
errBRITISH JOURNAL OF OPHTHALMOLOGY
IF3.5
err2018-06-20
err51
PREAI
errSchreur, Vivian; Domanian, Artin; Liefers, Bart; Venhuizen, Freerk G.; Klevering, B. Jeroen; Hoyng, Carel B.; de Jong, Eiko K.; Theelen, Thomas
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Research Directions

The data has not been retrieved yet.
Co-authors
Cooperation Journals
Jie Jin Wang cover
Jie Jin Wang (Jie Jin Wang)
H-index: 116 · Papers: 551
B
Bram van Ginneken
H-index: 106 · Papers: 698
F
Frank G. Holz
H-index: 105 · Papers: 1.7K
C
Caroline C. W. Klaver
H-index: 102 · Papers: 644
F
Frans P.M. Cremers
H-index: 92 · Papers: 500
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