Scholars@Duke

• Research
• 

  Selected Grants

  • The BCI (Brain Computer Interface) Glaucoma Study: Objective Home-Based Detection of Progressive Visual Function Loss in Glaucoma awarded by National Institutes of Health 2019 - 2023
• Publications & Artistic Works
• 

  Selected Publications

  • Academic Articles

    • Mariottoni, Eduardo B., Shounak Datta, Leonardo S. Shigueoka, Alessandro A. Jammal, Ivan M. Tavares, Ricardo Henao, Lawrence Carin, and Felipe A. Medeiros. “Deep Learning-Assisted Detection of Glaucoma Progression in Spectral-Domain OCT.” Ophthalmology. Glaucoma 6, no. 3 (May 2023): 228–38. https://doi.org/10.1016/j.ogla.2022.11.004.
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    • Medeiros, Felipe A., and Alessandro A. Jammal. “Validation of Rates of Mean Deviation Change as Clinically Relevant End Points for Glaucoma Progression.” Ophthalmology 130, no. 5 (May 2023): 469–77. https://doi.org/10.1016/j.ophtha.2022.12.025.
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    • Ahmed, Abia, Alessandro A. Jammal, Tais Estrela, Samuel I. Berchuck, and Felipe A. Medeiros. “Intraocular Pressure and Rates of Macular Thinning in Glaucoma.” Ophthalmol Glaucoma, April 8, 2023. https://doi.org/10.1016/j.ogla.2023.03.008.
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    • Costa, Vital P., Camila S. Zangalli, Alessandro A. Jammal, Felipe A. Medeiros, João V. M. K. Miyazaki, Vanessa Perez, Maria Letícia Nardi Boscaroli, and Rui B. Schimiti. “24-2 SITA Standard versus 24-2 SITA Faster in Perimetry-Naive Normal Subjects.” Ophthalmology. Glaucoma 6, no. 2 (March 2023): 129–36. https://doi.org/10.1016/j.ogla.2022.08.006.
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    • Mousa, Hazem M., James Feghali, Ailin Song, Matias Soifer, Alessandro A. Jammal, and Victor L. Perez. “C-DU(KE) Calculator: A Clinical Tool for Risk Stratification in Infectious Keratitis.” Cornea 42, no. 3 (March 2023): 298–307. https://doi.org/10.1097/ico.0000000000003025.
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    • Medeiros, Felipe A., Terry Lee, Alessandro A. Jammal, Lama A. Al-Aswad, Malvina B. Eydelman, Joel S. Schuman, Joel S. Collaborative Community for Ophthalmic Imaging Executive Committee, and Joel S. Glaucoma Workgroup. “The Definition of Glaucomatous Optic Neuropathy in Artificial Intelligence Research and Clinical Applications.” Ophthalmol Glaucoma, January 31, 2023. https://doi.org/10.1016/j.ogla.2023.01.007.
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    • Naithani, Rizul, Alessandro A. Jammal, Tais Estrela, Ndidi-Amaka E. Onyekaba, and Felipe A. Medeiros. “Association of an Objective Structural and Functional Reference Standard for Glaucoma with Quality of Life Outcomes.” Ophthalmol Glaucoma 6, no. 2 (2023): 160–68. https://doi.org/10.1016/j.ogla.2022.08.013.
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    • Onyekaba, Ndidi-Amaka E., Tais Estrela, Rizul Naithani, Kayne M. McCarthy, Alessandro A. Jammal, and Felipe A. Medeiros. “Comparison of 10-2 and 24-2 Perimetry to Diagnose Glaucoma Using OCT as an Independent Reference Standard.” Ophthalmol Glaucoma 6, no. 2 (2023): 187–97. https://doi.org/10.1016/j.ogla.2022.08.017.
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    • M van den Berg, Roberta, Arthur B van den Berg, Maya Dodhia, Michel Shahid, Alessandro A. Jammal, Denise de Freitas, and Karolinne M. Rocha. “Scheimpflug-Derived Corneal Lower and Higher Order Aberrations Post Intrastromal Corneal Ring Segments for Keratoconus.” Vision (Basel, Switzerland) 6, no. 4 (December 2022): 76. https://doi.org/10.3390/vision6040076.
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    • Berchuck, Samuel I., Alessandro A. Jammal, David Page, Tamara J. Somers, and Felipe A. Medeiros. “A Framework for Automating Psychiatric Distress Screening in Ophthalmology Clinics Using an EHR-Derived AI Algorithm.” Transl Vis Sci Technol 11, no. 10 (October 3, 2022): 6. https://doi.org/10.1167/tvst.11.10.6.
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    • Stagg, Brian, Eduardo B. Mariottoni, Samuel Berchuck, Alessandro Jammal, Angela R. Elam, Rachel Hess, Kensaku Kawamoto, Benjamin Haaland, and Felipe A. Medeiros. “Longitudinal visual field variability and the ability to detect glaucoma progression in black and white individuals.” Br J Ophthalmol 106, no. 8 (August 2022): 1115–20. https://doi.org/10.1136/bjophthalmol-2020-318104.
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    • Lee, Terry, Alessandro A. Jammal, and Felipe A. Medeiros. “Association Between Serum Vitamin D Level and Rates of Structural and Functional Glaucomatous Progression.” Journal of Glaucoma 31, no. 7 (July 2022): 614–21. https://doi.org/10.1097/ijg.0000000000002046.
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    • Kang, Jessica Minjy, Alessandro Adad Jammal, and Felipe A. Medeiros. “Association between statin use and rates of structural and functional loss in glaucoma.” Br J Ophthalmol, May 10, 2022. https://doi.org/10.1136/bjophthalmol-2021-320734.
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    • Jammal, Alessandro A., and Felipe A. Medeiros. “Corneal hysteresis: ready for prime time?” Current Opinion in Ophthalmology 33, no. 3 (May 2022): 243–49. https://doi.org/10.1097/icu.0000000000000842.
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    • Jammal, Alessandro A., Samuel I. Berchuck, Eduardo B. Mariottoni, Angelo P. Tanna, Vital P. Costa, and Felipe A. Medeiros. “Blood Pressure and Glaucomatous Progression in a Large Clinical Population.” Ophthalmology 129, no. 2 (February 2022): 161–70. https://doi.org/10.1016/j.ophtha.2021.08.021.
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    • Soifer, Matias, Hazem M. Mousa, Alessandro A. Jammal, Christian Savarain, and Victor L. Perez. “Diagnosis and Management of Idiopathic Persistent Iritis after Cataract Surgery (IPICS).” American Journal of Ophthalmology 234 (February 2022): 250–58. https://doi.org/10.1016/j.ajo.2021.10.004.
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    • Swaminathan, Swarup S., Samuel I. Berchuck, Alessandro A. Jammal, J Sunil Rao, and Felipe A. Medeiros. “Rates of Glaucoma Progression Derived from Linear Mixed Models Using Varied Random Effect Distributions.” Translational Vision Science & Technology 11, no. 2 (February 2022): 16. https://doi.org/10.1167/tvst.11.2.16.
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    • Jammal, Alessandro A., and Felipe A. Medeiros. “Corneal Hysteresis and Rates of Neuroretinal Rim Change in Glaucoma.” Ophthalmol Glaucoma 5, no. 5 (2022): 483–89. https://doi.org/10.1016/j.ogla.2022.03.006.
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    • Vieira, Matheus Ivan Schmitz, Alessandro Adad Jammal, Carlos Eduardo Leite Arieta, Monica Alves, and Jose Paulo Cabral de Vasconcellos. “Corneal Scheimpflug topography values to distinguish between normal eyes, ocular allergy, and keratoconus in children.” Scientific Reports 11, no. 1 (December 2021): 24275. https://doi.org/10.1038/s41598-021-03818-3.
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    • Berchuck, Samuel, Alessandro Jammal, Sayan Mukherjee, Tamara Somers, and Felipe A. Medeiros. “Impact of anxiety and depression on progression to glaucoma among glaucoma suspects.” The British Journal of Ophthalmology 105, no. 9 (September 2021): 1244–49. https://doi.org/10.1136/bjophthalmol-2020-316617.
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    • Swaminathan, Swarup S., Alessandro A. Jammal, Samuel I. Berchuck, and Felipe A. Medeiros. “Rapid initial OCT RNFL thinning is predictive of faster visual field loss during extended follow-up in glaucoma.” American Journal of Ophthalmology 229 (September 2021): 100–107. https://doi.org/10.1016/j.ajo.2021.03.019.
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    • Datta, Shounak, Eduardo B. Mariottoni, David Dov, Alessandro A. Jammal, Lawrence Carin, and Felipe A. Medeiros. “RetiNerveNet: using recursive deep learning to estimate pointwise 24-2 visual field data based on retinal structure.” Scientific Reports 11, no. 1 (June 2021): 12562. https://doi.org/10.1038/s41598-021-91493-9.
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    • Lee, Terry, Alessandro A. Jammal, Eduardo B. Mariottoni, and Felipe A. Medeiros. “Predicting Glaucoma Development With Longitudinal Deep Learning Predictions From Fundus Photographs.” American Journal of Ophthalmology 225 (May 2021): 86–94. https://doi.org/10.1016/j.ajo.2020.12.031.
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    • Johnson, Nicholas A., Alessandro A. Jammal, Samuel I. Berchuck, and Felipe A. Medeiros. “Effect of Diabetes Control on Rates of Structural and Functional Loss in Patients with Glaucoma.” Ophthalmology. Glaucoma 4, no. 2 (March 2021): 216–23. https://doi.org/10.1016/j.ogla.2020.09.013.
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    • Medeiros, Felipe A., Alessandro A. Jammal, and Eduardo B. Mariottoni. “Detection of Progressive Glaucomatous Optic Nerve Damage on Fundus Photographs with Deep Learning.” Ophthalmology 128, no. 3 (March 2021): 383–92. https://doi.org/10.1016/j.ophtha.2020.07.045.
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    • Jammal, Alessandro A., Atalie C. Thompson, Eduardo B. Mariottoni, Carla N. Urata, Tais Estrela, Samuel I. Berchuck, Henry C. Tseng, Sanjay Asrani, and Felipe A. Medeiros. “Rates of Glaucomatous Structural and Functional Change From a Large Clinical Population: The Duke Glaucoma Registry Study.” Am J Ophthalmol 222 (February 2021): 238–47. https://doi.org/10.1016/j.ajo.2020.05.019.
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    • Jammal, Alessandro A., Atalie C. Thompson, Eduardo B. Mariottoni, Tais Estrela, Leonardo S. Shigueoka, Samuel I. Berchuck, and Felipe A. Medeiros. “Impact of Intraocular Pressure Control on Rates of Retinal Nerve Fiber Layer Loss in a Large Clinical Population.” Ophthalmology 128, no. 1 (January 2021): 48–57. https://doi.org/10.1016/j.ophtha.2020.06.027.
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    • Mariottoni, Eduardo B., Alessandro A. Jammal, Samuel I. Berchuck, Leonardo S. Shigueoka, Ivan M. Tavares, and Felipe A. Medeiros. “An objective structural and functional reference standard in glaucoma.” Scientific Reports 11, no. 1 (January 2021): 1752. https://doi.org/10.1038/s41598-021-80993-3.
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    • Shigueoka, Leonardo S., Eduardo B. Mariottoni, Atalie C. Thompson, Alessandro A. Jammal, Vital P. Costa, and Felipe A. Medeiros. “Predicting Age From Optical Coherence Tomography Scans With Deep Learning.” Translational Vision Science & Technology 10, no. 1 (January 2021): 12. https://doi.org/10.1167/tvst.10.1.12.
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    • Jammal, Alessandro A., Samuel I. Berchuck, Atalie C. Thompson, Vital P. Costa, and Felipe A. Medeiros. “The Effect of Age on Increasing Susceptibility to Retinal Nerve Fiber Layer Loss in Glaucoma.” Invest Ophthalmol Vis Sci 61, no. 13 (November 2, 2020): 8. https://doi.org/10.1167/iovs.61.13.8.
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    • Thompson, Atalie C., Alessandro A. Jammal, Samuel I. Berchuck, Eduardo B. Mariottoni, Zhichao Wu, Fabio B. Daga, Nara G. Ogata, Carla N. Urata, Tais Estrela, and Felipe A. Medeiros. “Comparing the Rule of 5 to Trend-based Analysis for Detecting Glaucoma Progression on OCT.” Ophthalmology. Glaucoma 3, no. 6 (November 2020): 414–20. https://doi.org/10.1016/j.ogla.2020.06.005.
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    • Estrela, Tais, Alessandro A. Jammal, Eduardo B. Mariottoni, Carla N. Urata, Nara G. Ogata, Samuel I. Berchuck, and Felipe A. Medeiros. “The Relationship Between Asymmetries of Corneal Properties and Rates of Visual Field Progression in Glaucoma Patients.” J Glaucoma 29, no. 10 (October 2020): 872–77. https://doi.org/10.1097/IJG.0000000000001625.
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    • Jammal, Alessandro A., Bruna G. Ferreira, Camila S. Zangalli, Jayme R. Vianna, Atalie C. Thompson, Paul H. Artes, Vital P. Costa, and Alexandre S. C. Reis. “Evaluation of contrast sensitivity in patients with advanced glaucoma: comparison of two tests.” The British Journal of Ophthalmology 104, no. 10 (October 2020): 1418–22. https://doi.org/10.1136/bjophthalmol-2019-315273.
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    • Thompson, Atalie C., Alessandro A. Jammal, and Felipe A. Medeiros. “A Review of Deep Learning for Screening, Diagnosis, and Detection of Glaucoma Progression.” Transl Vis Sci Technol 9, no. 2 (July 2020): 42. https://doi.org/10.1167/tvst.9.2.42.
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    • Thompson, Atalie C., Alessandro A. Jammal, Samuel I. Berchuck, Eduardo B. Mariottoni, and Felipe A. Medeiros. “Assessment of a Segmentation-Free Deep Learning Algorithm for Diagnosing Glaucoma From Optical Coherence Tomography Scans.” Jama Ophthalmol 138, no. 4 (April 1, 2020): 333–39. https://doi.org/10.1001/jamaophthalmol.2019.5983.
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    • Jammal, Alessandro A., Atalie C. Thompson, Eduardo B. Mariottoni, Samuel I. Berchuck, Carla N. Urata, Tais Estrela, Susan M. Wakil, Vital P. Costa, and Felipe A. Medeiros. “Human Versus Machine: Comparing a Deep Learning Algorithm to Human Gradings for Detecting Glaucoma on Fundus Photographs.” Am J Ophthalmol 211 (March 2020): 123–31. https://doi.org/10.1016/j.ajo.2019.11.006.
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    • Mariottoni, Eduardo B., Shounak Datta, David Dov, Alessandro A. Jammal, Samuel I. Berchuck, Ivan M. Tavares, Lawrence Carin, and Felipe A. Medeiros. “Artificial Intelligence Mapping of Structure to Function in Glaucoma.” Transl Vis Sci Technol 9, no. 2 (March 2020): 19. https://doi.org/10.1167/tvst.9.2.19.
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    • Urata, Carla N., Eduardo B. Mariottoni, Alessandro A. Jammal, Nara G. Ogata, Atalie C. Thompson, Samuel I. Berchuck, Tais Estrela, and Felipe A. Medeiros. “Comparison of Short- And Long-Term Variability in Standard Perimetry and Spectral Domain Optical Coherence Tomography in Glaucoma.” Am J Ophthalmol 210 (February 2020): 19–25. https://doi.org/10.1016/j.ajo.2019.10.034.
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    • Mariottoni, Eduardo B., Alessandro A. Jammal, Carla N. Urata, Samuel I. Berchuck, Atalie C. Thompson, Tais Estrela, and Felipe A. Medeiros. “Quantification of Retinal Nerve Fibre Layer Thickness on Optical Coherence Tomography with a Deep Learning Segmentation-Free Approach.” Sci Rep 10, no. 1 (January 15, 2020): 402. https://doi.org/10.1038/s41598-019-57196-y.
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    • Susanna, Bianca N., Nara G. Ogata, Alessandro A. Jammal, Carolina N. Susanna, Samuel I. Berchuck, and Felipe A. Medeiros. “Corneal Biomechanics and Visual Field Progression in Eyes with Seemingly Well-Controlled Intraocular Pressure.” Ophthalmology 126, no. 12 (December 2019): 1640–46. https://doi.org/10.1016/j.ophtha.2019.07.023.
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    • Thompson, Atalie C., Alessandro A. Jammal, and Felipe A. Medeiros. “Performance of the Rule of 5 for Detecting Glaucoma Progression between Visits with OCT.” Ophthalmology. Glaucoma 2, no. 5 (September 2019): 319–26. https://doi.org/10.1016/j.ogla.2019.05.003.
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    • Jammal, Alessandro A., Atalie C. Thompson, Nara G. Ogata, Eduardo B. Mariottoni, Carla N. Urata, Vital P. Costa, and Felipe A. Medeiros. “Detecting Retinal Nerve Fibre Layer Segmentation Errors on Spectral Domain-Optical Coherence Tomography with a Deep Learning Algorithm.” Sci Rep 9, no. 1 (July 8, 2019): 9836. https://doi.org/10.1038/s41598-019-46294-6.
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    • Jammal, Alessandro Adad, Danilo Campos Costa, José Paulo Cabral Vasconcellos, and Vital Paulino Costa. “Prospective evaluation of micropulse transscleral diode cyclophotocoagulation in refractory glaucoma: 1 year results.” Arquivos Brasileiros De Oftalmologia 82, no. 5 (June 2019): 381–88. https://doi.org/10.5935/0004-2749.20190076.
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    • Thompson, Atalie C., Alessandro A. Jammal, and Felipe A. Medeiros. “A Deep Learning Algorithm to Quantify Neuroretinal Rim Loss From Optic Disc Photographs.” Am J Ophthalmol 201 (May 2019): 9–18. https://doi.org/10.1016/j.ajo.2019.01.011.
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    • Ogata, Nara G., Fábio B. Daga, Alessandro A. Jammal, Erwin R. Boer, Linda L. Hill, James M. Stringham, Remo Susanna, and Felipe A. Medeiros. “Mobile Telephone Use and Reaction Time in Drivers With Glaucoma.” Jama Netw Open 2, no. 4 (April 5, 2019): e192169. https://doi.org/10.1001/jamanetworkopen.2019.2169.
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    • Medeiros, Felipe A., Alessandro A. Jammal, and Atalie C. Thompson. “From Machine to Machine: An OCT-Trained Deep Learning Algorithm for Objective Quantification of Glaucomatous Damage in Fundus Photographs.” Ophthalmology 126, no. 4 (April 2019): 513–21. https://doi.org/10.1016/j.ophtha.2018.12.033.
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    • Ogata, Nara G., Erwin R. Boer, Fábio B. Daga, Alessandro A. Jammal, James M. Stringham, and Felipe A. Medeiros. “Visual Crowding in Glaucoma.” Invest Ophthalmol Vis Sci 60, no. 2 (February 1, 2019): 538–43. https://doi.org/10.1167/iovs.18-25150.
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    • Jammal, Alessandro A., Nara G. Ogata, Fábio B. Daga, Ricardo Y. Abe, Vital P. Costa, and Felipe A. Medeiros. “What Is the Amount of Visual Field Loss Associated With Disability in Glaucoma?” Am J Ophthalmol 197 (January 2019): 45–52. https://doi.org/10.1016/j.ajo.2018.09.002.
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    • Zhang, Chunwei, Andrew J. Tatham, Fábio B. Daga, Alessandro A. Jammal, and Felipe A. Medeiros. “Event-based analysis of visual field change can miss fast glaucoma progression detected by a combined structure and function index.” Graefes Arch Clin Exp Ophthalmol 256, no. 7 (July 2018): 1227–34. https://doi.org/10.1007/s00417-018-3963-3.
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    • Carvalho, R. A., H. S. Delloiagono, A. A. Jammal, G. M. Resende, and H. S. Angotti. “Secondary glaucoma following carotid cavernous fistula.” Revista Brasileira De Oftalmologia 75, no. 2 (March 1, 2016): 156–59. https://doi.org/10.5935/0034-7280.20160034.
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    • Adad, Sheila Jorge, Renata Margarida Etchebehere, and Alessandro Adad Jammal. “Blood vessels in ganglia in human esophagus might explain the higher frequency of megaesophagus compared with megacolon.” Revista Do Instituto De Medicina Tropical De Sao Paulo 56, no. 6 (November 2014): 529–32. https://doi.org/10.1590/s0036-46652014000600013.
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    • Adad, Sheila Jorge, Gisele Barbosa E Silva, and Alessandro Adad Jammal. “The development of chagasic megacolon requires severe denervation and the reduction in interstitial cells of Cajal number might be a contributing factor.” Virchows Archiv : An International Journal of Pathology 462, no. 1 (January 2013): 127. https://doi.org/10.1007/s00428-012-1349-1.
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    • Adad, Sheila Jorge, Gisele Barbosa E. Silva, and Alessandro Adad Jammal. “The significantly reduced number of interstitial cells of Cajal in chagasic megacolon (CM) patients might contribute to the pathophysiology of CM.” Virchows Archiv : An International Journal of Pathology 461, no. 4 (October 2012): 385–92. https://doi.org/10.1007/s00428-012-1299-7.
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    • Do Carmo, J., R. T. Do Carmo, A. A. Jammal, R. Q. Ferreira, and F. C. F. Oliveira. “Spontaneous abdominal wall hematoma: Case report and literature review.” Ged  Gastrenterologia Endoscopia Digestiva 30, no. 1 (January 1, 2011): 27–29.

  • Book Sections

    • Shigueoka, L. S., A. A. Jammal, F. A. Medeiros, and V. P. Costa. “Artificial Intelligence in Ophthalmology: Technical and Clinical Uses and Clinical Practice Challenges.” In Artificial Intelligence in Medicine, 1553–66, 2022. https://doi.org/10.1007/978-3-030-64573-1_201.
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  • Conference Papers

    • Shi, Alyssa, Samuel I. Berchuck, Alessandro A. Jammal, Geetika Singh, Sydney Hunt, Kimberly Roche, Sayan Mukherjee, and Felipe A. Medeiros. “Identifying Risk Factors for Blindness From Glaucoma at First Presentation to a Tertiary Clinic.” In American Journal of Ophthalmology, 250:130–37, 2023. https://doi.org/10.1016/j.ajo.2023.02.006.
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    • Ahmed, Abia, Alessandro A. Jammal, Samuel Berchuck, and Felipe A. Medeiros. “Intraocular Pressure and Rates of Macular Thickness Thinning in Subjects with Glaucoma.” In Investigative Ophthalmology & Visual Science, Vol. 62, 2021.
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    • Baek, Youngsoo, Samuel Berchuck, Alessandro A. Jammal, Ayan Mukherjee, and Felipe A. Medeiros. “Discriminating between healthy and glaucomatous eyes using a Bayesian macular deviation map.” In Investigative Ophthalmology & Visual Science, Vol. 62, 2021.
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    • Estrela, Tais, Alessandro Jammal, Eduardo Mariottoni, Leonardo Shigueoka, and Felipe Medeiros. “Longitudinal Changes in the Central Visual Field and Risk of Visual Acuity Loss in Glaucoma.” In Investigative Ophthalmology & Visual Science, Vol. 62, 2021.
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    • Jammal, Alessandro A., Eduardo Bicalho Mariottoni, Leonardo Shigueoka, and Felipe A. Medeiros. “Social History and Glaucoma Progression: The Effect of Obesity, Tobacco, and Alcohol Consumption on the Rates of Structural Change in Patients with Glaucoma.” In Investigative Ophthalmology & Visual Science, Vol. 62, 2021.
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    • Swaminathan, Swarup S., Alessandro A. Jammal, Helen L. Kornmann, Philip P. Chen, William J. Feuer, Felipe A. Medeiros, Steven J. Gedde, and Steven J. Tube Versus Trabeculectomy Study Group. “Visual Field Outcomes in the Tube Versus Trabeculectomy Study.” In Ophthalmology, 127:1162–69, 2020. https://doi.org/10.1016/j.ophtha.2020.02.034.
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    • Berchuck, Samuel, Alessandro A. Jammal, Eduardo Bicalho Mariottoni, Sayan Mukherjee, and Felipe A. Medeiros. “The relationship between concomitant mental health disorders and disease severity among glaucoma patients.” In Investigative Ophthalmology & Visual Science, Vol. 61, 2020.
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    • Estrela, Tais, Eduardo Bicalho Mariottoni, Tabatta Graciolli, Nubia Chouchounova, Nara Ogata, Mariana Siqueira, Carla Urata, et al. “From Machine to the Real World: Assessing the Accuracy of a Machine-to-Machine (M2M) Deep Learning Model to Detect Glaucoma during a Population-Based Screening Effort in Brazil.” In Investigative Ophthalmology & Visual Science, Vol. 61, 2020.
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    • Jammal, Alessandro A., Eduardo Bicalho Mariottoni, Atalie C. Thompson, Samuel Berchuck, Tais Estrela, Leonardo Shigueoka, and Felipe A. Medeiros. “The Effect of Intraocular Pressure Control on Rates of Glaucomatous Structural Loss in a Large Clinical Population.” In Investigative Ophthalmology & Visual Science, Vol. 61, 2020.
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    • Johnson, Nicholas, Alessandro Adad Jammal, Felipe A. Medeiros, Leonardo Shigueoka, and Eduardo Mariottoni. “Effect of diabetes control on rates of visual field loss in patients with glaucoma.” In Investigative Ophthalmology & Visual Science, Vol. 61, 2020.
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    • Mariottoni, Eduardo Bicalho, Shounak Datta, David Dov, Alessandro Adad Jammal, Samuel Berchuck, Ivan Tavares, Lawrence Carin, and Felipe Medeiros. “A Deep Learning-Based Mapping of Structure to Function in Glaucoma.” In Investigative Ophthalmology & Visual Science, Vol. 61, 2020.
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    • Stagg, Brian, Eduardo Mariottoni, Samuel Berchuck, Alessandro A. Jammal, Rachel Hess, Kensaku Kawamoto, Ben Haaland, and Felipe A. Medeiros. “The association between race and longitudinal visual field variability.” In Investigative Ophthalmology & Visual Science, Vol. 61, 2020.
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    • Stringham, James, Alessandro A. Jammal, Eduardo Bicalho Mariottoni, Tais Estrela, Carla Urata, Leonardo Shigueoka, Nara Ogata, Henry Tseng, and Felipe Medeiros. “Visual Crowding in Glaucoma: Structural and Functional Relationships.” In Investigative Ophthalmology & Visual Science, Vol. 61, 2020.
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    • Thompson, Atalie C., Alessandro A. Jammal, Eduardo Bicalho Mariottoni, Leonardo Shigueoka, Tais Estrela, and Felipe A. Medeiros. “Predicting Future Rates of Retinal Nerve Fiber Layer Loss from Deep Learning Assessment of Baseline Optic Disc Photographs.” In Investigative Ophthalmology & Visual Science, Vol. 61, 2020.
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    • Estrela, Tais, Alessandro A. Jammal, Eduardo Bicalho Mariottoni, Carla Urata, Nara Ogata, and Felipe A. Medeiros. “The Relationship between Asymmetries of Corneal Properties and Rates of Visual Field Progression in Glaucoma Patients.” In Investigative Ophthalmology & Visual Science, Vol. 60, 2019.
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    • Ferreira, Bruna Gil, Ralf Henrique Frinzi Toenjes, Pedro Ivo Garcia de Sousa, Victor Luiz de Paula Souza, Guibson Trindade Torres, Matheus Ivan Schmitz Vieira, Alessandro A. Jammal, Priscila Hae Hyun Rim, and Monica Alves. “Ophthalmological Care and Eyeglasses Distribution in Brazil's Countryside: Descriptive and Epidemiological Data of Nearly Five Thousand Patients.” In Investigative Ophthalmology & Visual Science, Vol. 60, 2019.
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    • Jammal, Alessandro A., Atalie C. Thompson, Nara Ogata, Eduardo Bicalho Mariottoni, Carla Urata, Vital P. Costa, and Felipe A. Medeiros. “Detecting Retinal Nerve Fiber Layer Segmentation Errors on Spectral Domain-Optical Coherence Tomography with a Deep Learning Algorithm.” In Investigative Ophthalmology & Visual Science, Vol. 60, 2019.
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    • Mariottoni, Eduardo Bicalho, Alessandro A. Jammal, Carla Urata, Atalie C. Thompson, and Felipe A. Medeiros. “Deep Learning Segmentation-Free Assessment of Retinal Nerve Fiber Layer in OCT Scans.” In Investigative Ophthalmology & Visual Science, Vol. 60, 2019.
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    • Ogata, Nara, Alessandro A. Jammal, Eduardo Bicalho Mariottoni, Carla Urata, Susan Wakil, and Felipe A. Medeiros. “The Relationship Between Machine Learning-Derived Binocular Patterns of Visual Field Loss and Patient-Reported Disability in Glaucoma.” In Investigative Ophthalmology & Visual Science, Vol. 60, 2019.
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    • Reis, Alexandre S. C., Alessandro A. Jammal, Camila Zangalli, Bruna Gil Ferreira, Jayme R. Vianna, Paul H. Artes, and Vital P. Costa. “Repeatability of Macular and Optic Nerve Head OCT Parameters In Advanced Glaucoma.” In Investigative Ophthalmology & Visual Science, Vol. 60, 2019.
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    • Thompson, Atalie C., Alessandro A. Jammal, and Felipe A. Medeiros. “A Deep Learning Algorithm to Quantify Neuroretinal Rim Loss from Optic Disc Photographs.” In Investigative Ophthalmology & Visual Science, Vol. 60, 2019.
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    • Urata, Carla, Eduardo Bicalho Mariottoni, Alessandro A. Jammal, Atalie C. Thompson, and Felipe A. Medeiros. “A Deep Learning Algorithm can Predict Retinal Nerve Fiber Layer Thickness with Lower Long-term Variability than Conventional Automated Segmentation.” In Investigative Ophthalmology & Visual Science, Vol. 60, 2019.
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    • Wakil, Susan, Alessandro Adad Jammal, Nara Ogata, and Felipe Medeiros. “A Structural and Functional Machine Learning Classifier Improves Prediction of Patient-Reported Disability in Glaucoma.” In Investigative Ophthalmology & Visual Science, Vol. 59. ASSOC RESEARCH VISION OPHTHALMOLOGY INC, 2018.
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    • Jammal, Alessandro, Nara Gravina Ogata, Fabio Bernardi Daga, Ricardo Y. Abe, Vital P. Costa, and Felipe Medeiros. “What amount of visual field loss is associated with visual impairment in glaucoma?” In Investigative Ophthalmology & Visual Science, Vol. 59, 2018.
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    • Nicolela Susanna, Bianca Nicolela, Nara Ogata, Alessandro Adad Jammal, and Felipe Medeiros. “Visual Field Progression in Eyes with Seemingly Well-Controlled Intraocular Pressure.” In Investigative Ophthalmology & Visual Science, Vol. 59, 2018.
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    • Ogata, Nara Gravina, Alessandro Adad Jammal, and Felipe Medeiros. “The Relationship Between Machine Learning-Derived Patterns of Visual Field Loss and Patient-Reported Disability in Glaucoma.” In Investigative Ophthalmology & Visual Science, Vol. 59, 2018.
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    • Ondeck, Courtney Lynne, Alessandro Adad Jammal, Nara Ogata, and Felipe Medeiros. “Why do Some Glaucomatous Eyes Lose a Lot More Nerve Tissue than Others by the Time of First Appearance of a Visual Field Defect?” In Investigative Ophthalmology & Visual Science, Vol. 59, 2018.
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    • Jammal, Alessandro Adad, Alexandre Soares Castro Reis, Bruna Gil Ferreira, Camila Zangalli, Paul H. Artes, and Vital P. Costa. “Contrast sensitivity in patients with advanced glaucoma.” In Investigative Ophthalmology & Visual Science, Vol. 58, 2017.
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