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Danilo Jesus obtained his Integrated Master degree in Biomedical Engineering at University of Coimbra, where he continued as a research fellow until July of 2013. After one year in the Tampere University of Technology, Finland, as assistant researcher, he was enrolled as a PhD student at Wroclaw University of Technology, Poland, through the project AGEYE, a Marie Curie ITN. Later on, he moved to the KU Leuven, Belgium, to start working as a postdoc. Currently, he is working at Erasmus MC, Netherlands, co-leading a group on artificial intelligence (AI) applied to ophthalmic imaging. His current research interests are data science and AI models that contribute to an accurate evaluation of biological parameters, involving registration, segmentation, and classification-related tasks.
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Identification

Personal identification

Full name
Danilo Andrade De Jesus

Citation names

  • Andrade De Jesus, Danilo

Author identifiers

Ciência ID
491A-419F-08AC
ORCID iD
0000-0001-5799-4163
Google Scholar ID
ngxDACQAAAAJ

Email addresses

  • d.andradedejesus@erasmusmc.nl (Professional)

Websites

Languages

Language Speaking Reading Writing Listening Peer-review
Portuguese (Mother tongue)
English Proficiency (C2) Proficiency (C2) Proficiency (C2) Proficiency (C2) Proficiency (C2)
Education
Degree Classification
2018 - 2022
Ongoing
 Artificial Intelligence in Ophthalmic Imaging (Pós-doutoramento)
Erasmus MC, Netherlands
2017 - 2018
Concluded
 Ophthalmic imaging (Pós-doutoramento)
Katholieke Universiteit Leuven, Belgium
2014 - 2017
Concluded
 Biomedical Engineering (Doutoramento)
Politechnika Wroclawska, Poland
2007/09/01 - 2012/10/30
Concluded
 Engenharia Biomédica (Mestrado integrado)
Universidade de Coimbra, Portugal
"Caracterização objetiva da catarata com recurso a técnicas por ultrassons" (THESIS/DISSERTATION)
Affiliation

Science

Category
Host institution 		Employer
2018/07/01 - Current Postdoc (Research) Erasmus MC, Netherlands
2017/08/01 - 2018/06/30 Postdoc (Research) Katholieke Universiteit Leuven, Belgium
2014 - 2017 Researcher (Research) Politechnika Wroclawska, Poland
2013 - 2014 Researcher (Research) Tampere University of Technology Pori Campus Library, Finland
BioMediTech, Finland
2012 - 2013 Researcher (Research) Universidade de Coimbra, Portugal
Universidade de Coimbra Departamento de Engenharia Electrotécnica e de Computadores, Portugal
Projects

Grant

Designation Funders
2014 - 2017 Ageing Eye
FP7-PEOPLE-2013-ITN-608049
PhD Student Fellow
Concluded

Contract

Designation Funders
2021 - Current Retinal screening for early detection of Alzheimer Disease
Erasmus MC-TKI-LSH
Post-doc
Ongoing
2018 - 2021 Multimodal, multiscale retinal imaging project
Horizon 2020 research and innovation programme (grant agreement No 780989)
Post-doc
Concluded
2017 - 2018 Retinal hyperspectral Imaging
Internal funds
Post-doc
Ongoing
2013 - 2014 Human Spare Parts
MP1207
Research Fellow
Concluded
2012 - 2013 Development of new methodologies based on ultrasound techniques for in-vivo cataract characterizatio
PTDC/DTP-PIC/0419/2012
Research Fellow
Concluded
Outputs

Publications

Conference paper
  1. Danilo Andrade De Jesus; Luisa Sanchez Brea; Kate Grieve; Michel Paques; Nicolas Lefaudeux; Theo Van Walsum; Stefan Klein. "Adaptive Optics SLO motion correction assisted by image similarity". 2020.
  2. Monika Ewa Danielewska; Agnieszka Antonczyk; Maja M Rogala; Danilo Andrade De Jesus; Anna Blonska; Marek Cwirko; Zdzislaw Kielbowicz; D Robert Iskander. "Corneal OCT speckle differences in crosslinked and untreated rabbit eyes in response to elevated intraocular pressure". 2020.
  3. Muhammad Faizan Shirazi; Jordi Andilla; Marina Cunquero; Nicolas Lefaudeux; Danilo Andrade De Jesus; Luisa Sanchez Brea; Stefan Klein; et al. "Multi modal and multi scale retinal imaging with and without adaptive optics for clinical settings". 2020.
  4. Jan Van Eijgen; Joao Barbosa-Breda; Danilo Andrade De Jesus; Luisa Sanchez Brea; Theo Van Walsum; Stefan Klein; Ingeborg Stalmans. "OCT-A is better than RNFL at discriminating advanced glaucoma severity levels". 2020.
  5. Danilo Andrade De Jesus; D Robert Iskander. "Age-Related Changes of the Corneal Speckle by Optical Coherence Tomography". 2015.
    10.1109/EMBC.2015.7319676
  6. Miguel Caixinha; Danilo Andrade De Jesus; Mario Santos; Jaime Santos; Elena Velte. "Characterization of scatterers concentration in cataractous lens using Nakagami distribution by ultrasounds". 2013.
    10.1109/ULTSYM.2013.0110
  7. Danilo Andrade De Jesus; Elena Velte; Miguel Caixinha; Mario Santos; Jaime Santos. "Using of the ultrasound frequency dependent attenuation and Nakagami distribution for cataract evaluation". 2013.
    10.1109/ENBENG.2013.6518388
  8. Danilo Andrade De Jesus; Miguel Caixinha; Mario Santos; Jaime Santos. "Ultrasound Techniques for Lens Hardness Characterization: A comparison Study". 2012.
    10.1109/ULTSYM.2012.0594
Journal article
  1. Elise Bakker; Felix Anne Dikland; Roan van Bakel; Danilo Andrade De Jesus; Luisa Sánchez Brea; Stefan Klein; Theo van Walsum; et al. "Adaptive optics ophthalmoscopy: a systematic review of vascular biomarkers". Survey of Ophthalmology 67 2 (2022): 369-387. https://doi.org/10.1016/j.survophthal.2021.05.012.
    10.1016/j.survophthal.2021.05.012
  2. Alice Paulo; Pedro G. Vaz; Danilo Andrade De Jesus; Luisa Sánchez Brea; Jan Van Eijgen; João Cardoso; Theo van Walsum; et al. "Optical Coherence Tomography Imaging of the Lamina Cribrosa: Structural Biomarkers in Nonglaucomatous Diseases". Journal of Ophthalmology (2021): https://doi.org/10.1155/2021/8844614.
    10.1155/2021/8844614
  3. Amerens Bekkers; Noor Borren; Vera Ederveen; Ella Fokkinga; Danilo Andrade De Jesus; Luisa Sanchez Brea; Stefan Klein; et al. "Microvascular damage assessed by OCT Angiography for glaucoma diagnosis: a systematic review of the most discriminative regions (vol 45, pg 913, 2020)". Acta Ophthalmologica 98 6 (2020): 572-572. http://gateway.webofknowledge.com/gateway/Gateway.cgi?GWVersion=2\&SrcApp=PARTNER_APP\&SrcAuth=LinksAMR\&KeyUT=WOS:000560926500003\&DestLinkType=FullRecord\&DestApp=ALL_WOS\&UsrCustomerID=ef845e08c439e550330acc77c7d2d848.
    10.1111/aos.14481
  4. Amerens Bekkers; Noor Borren; Vera Ederveen; Ella Fokkinga; Danilo Andrade De Jesus; Luisa Sánchez Brea; Stefan Klein; et al. "Microvascular damage assessed by optical coherence tomography angiography for glaucoma diagnosis: a systematic review of the most discriminative regions". Acta Ophthalmologica (2020): https://doi.org/10.1111/aos.14392.
    10.1111/aos.14392
  5. D Robert Iskander; Malgorzata A Kostyszak; Danilo Andrade De Jesus; Malgorzata Majewska; Monika E Danielewska; Patrycja Krzyzanowska-Berkowska. "Assessing Corneal Speckle in Optical Coherence Tomography: A New Look at Glaucomatous Eyes". Optometry And Vision Science 97 2 (2020): 62-67. http://gateway.webofknowledge.com/gateway/Gateway.cgi?GWVersion=2\&SrcApp=PARTNER_APP\&SrcAuth=LinksAMR\&KeyUT=WOS:000510751600003\&DestLinkType=FullRecord\&DestApp=ALL_WOS\&UsrCustomerID=ef845e08c439e550330acc77c7d2d848.
    10.1097/OPX.0000000000001476
  6. Andrade De Jesus, D.; Sánchez Brea, L.; Barbosa Breda, J.; Fokkinga, E.; Ederveen, V.; Borren, N.; Bekkers, A.; et al. "OCTA multilayer and multisector peripapillary microvascular modeling for diagnosing and staging of glaucoma". Translational Vision Science and Technology 9 2 (2020): 1-22. http://www.scopus.com/inward/record.url?eid=2-s2.0-85097429559&partnerID=MN8TOARS.
    10.1167/tvst.9.2.58
  7. Luisa Sánchez Brea; Danilo Andrade De Jesus; Muhammad Faizan Shirazi; Michael Pircher; Theo van Walsum; Stefan Klein. "Review on Retrospective Procedures to Correct Retinal Motion Artefacts in OCT Imaging". Applied Sciences 9 13 (2019): 2700-2700. https://doi.org/10.3390/app9132700.
    10.3390/app9132700
  8. Jesus, Danilo. "Heterogeneity in arterial hypertension and ocular perfusion pressure definitions: Towards a consensus on blood pressure-related parameters for glaucoma studies". (2019): http://dx.doi.org/10.1111/aos.13942.
    10.1111/aos.13942
  9. Danilo A. Jesus; João Barbosa Breda; Karel Van Keer; Amândio Rocha Sousa; Luis Abegão Pinto; Ingeborg Stalmans. "Quantitative automated circumpapillary microvascular density measurements: a new angioOCT-based methodology". Eye 33 2 (2019): 320-326. https://doi.org/10.1038/s41433-018-0207-z.
    10.1038/s41433-018-0207-z
  10. Jesus, Danilo. "The utility of measuring tear film break-up time for prescribing contact lenses". Contact Lens and Anterior Eye (2017): http://www.sciencedirect.com/science/article/pii/S1367048417302291.
    10.1016/j.clae.2017.08.003
  11. Danilo A. Jesus; Sanjoy Bhattacharya; Malgorzata Majewska; Patrycja Krzyzanowska-Berkowska; D. Robert Iskander. "Influence of eye biometrics and corneal micro-structure on noncontact tonometry". PLOS ONE (2017):
    10.1371/journal.pone.0177180
  12. Jesus, Danilo. "Assessment of corneal properties based on statistical modeling of OCT speckle". Biomedical Optics Express (2017):
    10.1364/BOE.8.000162
  13. Danilo Andrade De Jesus; D Robert Iskander. "On the Methods for Estimating the Corneoscleral Limbus". Ieee Transactions On Biomedical Engineering 64 8 (2017): 1826-1833.
    10.1109/tbme.2016.2624822
  14. Jesus, Danilo. "Precise measurement of scleral radius using anterior eye profilometry". Contact Lens & Anterior Eye (2016):
    10.1016/j.clae.2016.11.003
  15. Danilo A. Jesus; D. Robert Iskander. "On the methods for estimating the corneoscleral limbus". IEEE Transactions on Biomedical Engineering (2016): 1-1. http://dx.doi.org/10.1109/TBME.2016.2624822.
    10.1109/TBME.2016.2624822
  16. D Robert Iskander; Pawel Wachel; Patrick N D Simpson; Alejandra Consejo; Danilo Andrade De Jesus. "Principles of operation, accuracy and precision of an Eye Surface Profiler". Ophthalmic And Physiological Optics 36 3 (2016): 266-278.
    10.1111/opo.12292
  17. Danilo Andrade De Jesus; D Robert Iskander. "Simplifying numerical ray tracing for two-dimensional non circularly symmetric models of the human eye". Applied Optics 54 34 (2015): 10123-10127.
    10.1364/AO.54.010123
  18. Edite Figueiras; Ana M Soto; Danilo Andrade De Jesus; M Lehti; J Koivisto; J E Parraga; J Silva-Correia; et al. "Optical projection tomography as a tool for 3D imaging of hydrogels". Biomedical Optics Express 5 10 (2014): 3443-3449.
    10.1364/BOE.5.003443
  19. Miguel Caixinha; Danilo Andrade De Jesus; Elena Velte; Mario J Santos; Jaime B Santos. "Using Ultrasound Backscattering Signals and Nakagami Statistical Distribution to Assess Regional Cataract Hardness". Ieee Transactions On Biomedical Engineering 61 12 (2014): 2921-2929.
    10.1109/TBME.2014.2335739
Thesis / Dissertation
  1. Jesus, Danilo. "Anatomical and structural changes of anterior eye with age". 2017.

Other

Other output
  1. Corneal microstructure in suspects with glaucomatous optic disc appearance. Comparison with healthy subjects and glaucoma patients. 2018. Robert Iskander; Patrycja Krzyzanowska; Malgorzata Majewska; Danilo Andrade De Jesus.
  2. Circumpapillary microvascular density as a new feature for the everyday glaucoma practice. 2018. Danilo Andrade De Jesus; Joao Barbosa-Breda; Karel Van Keer; Sophie Lemmens; Ingeborg Stalmans.
  3. AngioOCT peripapillary microvascular density outperforms standard OCT parameters as a discriminant between different glaucoma severity levels – The Leuven Eye Study. 2018. Joao Barbosa-Breda; Danilo Andrade De Jesus; Karel Van Keer; Vahid Nassiri; Geert Molenberghs; Luís Abegão Pinto; Amandio Rocha-Sousa; Evelien Vandewalle; Ingeborg Stalmans.
  4. The impact of daily disposable soft contact lenses wear on tear film surface quality over a three month period. 2018. Maryam Mousavi; Izabela Garaszczuk; Danilo Andrade De Jesus; Dorota Szczesna-Iskander; Robert Iskander.
  5. OCT angiography for the everyday glaucoma practice: a new methodologie. 2017. Danilo Andrade De Jesus; Joao Barbosa-Breda; Karel Van Keer; Sophie Lemmens; Ingeborg Stalmans.
  6. The impact of daily disposable soft contact lens wear on tear film surface quality over a three month period. 2017. Maryam Mousavi; Izabela Garaszczuk; Danilo Andrade De Jesus; Dorota Szczesna-Iskander; Robert Iskander.
    10.1111/j.1755-3768.2017.0S028
  7. Relative performance of well fitted hydrogel and silicone hydrogel contact lenses. 2017. Maryam Mousavi; Izabela Garaszczuk; Danilo Andrade De Jesus; Dorota Szczesna-Iskander; Robert Iskander.
  8. Relationship between ciliary muscle and accommodative response across age groups. 2017. Irene Siso-Fuertes; Danilo Andrade De Jesus; Hema Radhakrishnan. http://gateway.webofknowledge.com/gateway/Gateway.cgi?GWVersion=2\&SrcApp=PARTNER_APP\&SrcAuth=LinksAMR\&KeyUT=WOS:000432170305193\&DestLinkType=FullRecord\&DestApp=ALL_WOS\&UsrCustomerID=ef845e08c439e550330acc77c7d2d848.
  9. Scleral radius estimation based on anterior eye surface. 2017. Izabela Garaszczuk; Maryam Mousavi; Alejandro Cerviño; Dorota Szczesna-Iskander; Robert Iskander; Danilo Andrade De Jesus.
  10. The role of corneal macro and micro-structure on Intraocular Pressure. 2017. Danilo Andrade De Jesus; Izabela Garaszczuk; Maryam Mousavi; Irene Siso-Fuertes; Hema Radhakrishnan; Robert Iskander.
  11. Assessment of corneal properties using Optical Coherence Tomography Speckle: A pilot study. 2016. Danilo Andrade De Jesus; D Robert Iskander.
  12. Numerical simplification of ray tracing for non-circularly symmetric models of the human eye. 2015. Danilo Andrade De Jesus; D Robert Iskander. http://gateway.webofknowledge.com/gateway/Gateway.cgi?GWVersion=2\&SrcApp=PARTNER_APP\&SrcAuth=LinksAMR\&KeyUT=WOS:000362891107087\&DestLinkType=FullRecord\&DestApp=ALL_WOS\&UsrCustomerID=ef845e08c439e550330acc77c7d2d848.
Activities

Supervision

Thesis Title
Role 		Degree Subject (Type)
Institution / Organization
2016 - 2017 Influence of eye biometrics and corneal micro-structure on noncontact tonometry
Co-supervisor
Politechnika Wroclawska, Poland
2015 - 2016 Correlation analysis of parameters of an emmetropic eye ball in the context of intraocular pressure measurement
Co-supervisor
Politechnika Wroclawska, Poland