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Tamplin MR, Wang JK, Binkley EM, Garvin MK, Hyer DE, Buatti JM, Boldt HC, Grumbach IM, Kardon RH. Radiation effects on retinal layers revealed by OCT, OCT-A, and perimetry as a function of dose and time from treatment. Sci Rep. 2024 Feb 9;14(1):3380. doi: 10.1038/s41598-024-53830-6. PubMed PMID: 38336828; PubMed Central PMCID: PMC10858219.
Wang JR, Linton EF, Johnson BA, Kupersmith MJ, Garvin MK, Kardon RH. Visualization of Optic Nerve Structural Patterns in Papilledema Using Deep Learning Variational Autoencoders. Transl Vis Sci Technol. 2024 Jan 2;13(1):13. doi: 10.1167/tvst.13.1.13. PubMed PMID: 38231498; PubMed Central PMCID: PMC10795546.
Do T, Wang JK, Steele T, Strong EB, Shahlaie K, Liu YA. Neuro-ophthalmic features of patients with spontaneous cerebrospinal fluid leaks. Med Hypothesis Discov Innov Ophthalmol. 2023 Fall;12(3):106-114. doi: 10.51329/mehdiophthal1476. eCollection 2023 Fall. PubMed PMID: 38476573; PubMed Central PMCID: PMC10926311.
Branco J, Elze T, Wang JK, Pasquale LR, Garvin MK, Kardon R, Kupersmith MJ. Archetypal analysis of longitudinal visual fields for idiopathic intracranial hypertension patients presenting in a clinic setting. PLOS Digit Health. 2023 May;2(5):e0000240. doi: 10.1371/journal.pdig.0000240. eCollection 2023 May. PubMed PMID: 37155610; PubMed Central PMCID: PMC10166546.
Branco J, Elze T, Wang J, Pasquale LR, Garvin MK, Kardon RH, Kupersmith MJ. Longitudinal visual field archetypal analysis of optic neuritis treated in a clinical setting. BMJ Open Ophthalmology. 2022 November; 7.
Tamplin MR, Wang JK, Vitale AH, Hashimoto R, Garvin MK, Binkley EM, Hyer DE, Buatti JM, Boldt HC, Kardon RH, Grumbach IM. Reduced blood flow by laser speckle flowgraphy after (125)I-plaque brachytherapy for uveal melanoma. BMC Ophthalmol. 2022 Jun 28;22(1):285. doi: 10.1186/s12886-022-02505-9. PubMed PMID: 35765019; PubMed Central PMCID: PMC9238054.
Xie H, Wang JK, Kardon RH, Garvin MK, Wu X. Automated macular OCT retinal surface segmentation in cases of severe glaucoma using deep learning. Proc. SPIE, Medical Imaging: Image Processing. 2022 April; (120320):1-9.
Wang JK, Garvin MK, Kupersmith MJ, Kardon RH. Quantifying Spatial Patterns of OCT Total Retinal Thickness (TRT) in Papilledema Over Time using a Deep Learning Variational AutoEncoder. Invest. Ophthalmol. Vis. Sci. E-Abstract. 2022; 63(7):436.
Jivraj I, Cruz CA, Pistilli M, Kohli AA, Liu GT, Shindler KS, Avery RA, Garvin MK, Wang JK, Ross A, Tamhankar MA. Utility of Spectral-Domain Optical Coherence Tomography in Differentiating Papilledema From Pseudopapilledema: A Prospective Longitudinal Study. J Neuroophthalmol. 2021 Dec 1;41(4):e509-e515. doi: 10.1097/WNO.0000000000001087. PubMed PMID: 32956225; PubMed Central PMCID: PMC7947021.
Wang JK, Kardon RH, Garvin MK. Representation and Reconstruction of Image-Based Structural Patterns of Glaucomatous Defects Using only Two Latent Variables from a Variational Autoencoder. International Workshop on Ophthalmic Medical Image Analysis (OMIA); Lecture Notes in Computer Science. 2021 September; 12970:159-167.
Wang JK, Deng W, Islam MS, Thurtell MJ, Kardon RH, Garvin MK. Differentiation of Papilledema from Non-Arteritic Anterior Ischemic Optic Neuropathy (NAION) using 2D Image-Based Features and 3D Deep-Learning-Based Shape Features in Color Fundus Photographs. Investigative Ophthalmology & Visual Science: E-Abstract. 2021 June; 62:2407.
Gilmore CS, Lim KO, Garvin MK, Wang JK, Ledolter J, Fenske AL, Gentz CL, Nellis J, Armstrong MT, Kardon RH. Association of Optical Coherence Tomography With Longitudinal Neurodegeneration in Veterans With Chronic Mild Traumatic Brain Injury. JAMA Netw Open. 2020 Dec 1;3(12):e2030824. doi: 10.1001/jamanetworkopen.2020.30824. PubMed PMID: 33351088; PubMed Central PMCID: PMC7756235.
Islam MS, Wang JK, Deng W, Thurtell MJ, Kardon RH, Garvin MK. Deep-Learning-Based Estimation of 3D Optic-Nerve-Head Shape from 2D Color Fundus Photographs in Cases of Optic Disc Swelling. International Workshop on Ophthalmic Medical Image Analysis (OMIA) Lecture Notes in Computer Science. 2020 November; 12069:136-145.
Wang JK, Thurtell MJ, Kardon RH, Garvin MK. Differentiation of Papilledema from Non-Arteritic Anterior Ischemic Optic Neuropathy (NAION) using 3D Retinal Morphological Features of Optical Coherence Tomography. Investigative Ophthalmology & Visual Science: E-Abstract. 2020 June; 61:3950.
Islam MS, Wang JK, Johnson SS, Thurtell MJ, Kardon RH, Garvin MK. A Deep-Learning Approach for Automated OCT En-Face Retinal Vessel Segmentation in Cases of Optic Disc Swelling Using Multiple En-Face Images as Input. Transl Vis Sci Technol. 2020 Mar;9(2):17. doi: 10.1167/tvst.9.2.17. eCollection 2020 Mar. PubMed PMID: 32821471; PubMed Central PMCID: PMC7401896.
Banik R, Kupersmith MJ, Wang JK, Garvin MK. The Effect of Acetazolamide and Weight Loss on Intraocular Pressure in Idiopathic Intracranial Hypertension Patients. J Glaucoma. 2019 Apr;28(4):352-356. doi: 10.1097/IJG.0000000000001189. PubMed PMID: 30624392.
Wang JK, Kardon RH, Ledolter J, Sibony PA, Kupersmith MJ, Garvin MK. Peripapillary Retinal Pigment Epithelium Layer Shape Changes From Acetazolamide Treatment in the Idiopathic Intracranial Hypertension Treatment Trial. Invest Ophthalmol Vis Sci. 2017 May 1;58(5):2554-2565. doi: 10.1167/iovs.16-21089. PubMed PMID: 28492874; PubMed Central PMCID: PMC5425231.
Kupersmith MJ, Sibony PA, Feldon SE, Wang JK, Garvin M, Kardon R. The Effect of Treatment of Idiopathic Intracranial Hypertension on Prevalence of Retinal and Choroidal Folds. Am J Ophthalmol. 2017 Apr;176:77-86. doi: 10.1016/j.ajo.2016.12.017. Epub 2016 Dec 28. PubMed PMID: 28040526; PubMed Central PMCID: PMC5376523.
Mallery RM, Poolman P, Thurtell MJ, Wang JK, Garvin MK, Ledolter J, Kardon RH. The Pattern of Visual Fixation Eccentricity and Instability in Optic Neuropathy and Its Spatial Relationship to Retinal Ganglion Cell Layer Thickness. Invest Ophthalmol Vis Sci. 2016 Jul 1;57(9):OCT429-37. doi: 10.1167/iovs.15-18916. PubMed PMID: 27409502; PubMed Central PMCID: PMC4968926.
Kupersmith MJ, Garvin MK, Wang JK, Durbin M, Kardon R. Retinal Ganglion Cell Layer Thinning Within One Month of Presentation for Non-Arteritic Anterior Ischemic Optic Neuropathy. Invest Ophthalmol Vis Sci. 2016 Jul 1;57(8):3588-93. doi: 10.1167/iovs.15-18736. PubMed PMID: 27388052; PubMed Central PMCID: PMC5996873.
Kupersmith MJ, Garvin MK, Wang JK, Durbin M, Kardon R. Retinal ganglion cell layer thinning within one month of presentation for optic neuritis. Mult Scler. 2016 Apr;22(5):641-8. doi: 10.1177/1352458515598020. Epub 2015 Sep 11. PubMed PMID: 26362894; PubMed Central PMCID: PMC5300035.
Sibony PA, Kupersmith MJ, Feldon SE, Wang JK, Garvin M. Retinal and Choroidal Folds in Papilledema. Invest Ophthalmol Vis Sci. 2015 Sep;56(10):5670-80. doi: 10.1167/iovs.15-17459. PubMed PMID: 26335066; PubMed Central PMCID: PMC4562343.
Papilledema Outcomes from the Optical Coherence Tomography Substudy of the Idiopathic Intracranial Hypertension Treatment Trial. Ophthalmology. 2015 Sep;122(9):1939-45.e2. doi: 10.1016/j.ophtha.2015.06.003. Epub 2015 Jul 18. PubMed PMID: 26198807; PubMed Central PMCID: PMC4549202.
Miri MS, Abràmoff MD, Lee K, Niemeijer M, Wang JK, Kwon YH, Garvin MK. Multimodal Segmentation of Optic Disc and Cup From SD-OCT and Color Fundus Photographs Using a Machine-Learning Graph-Based Approach. IEEE Trans Med Imaging. 2015 Sep;34(9):1854-66. doi: 10.1109/TMI.2015.2412881. Epub 2015 Mar 13. PubMed PMID: 25781623; PubMed Central PMCID: PMC4560662.
Chen JJ, Thurtell MJ, Longmuir RA, Garvin MK, Wang JK, Wall M, Kardon RH. Causes and Prognosis of Visual Acuity Loss at the Time of Initial Presentation in Idiopathic Intracranial Hypertension. Invest Ophthalmol Vis Sci. 2015 Jun;56(6):3850-9. doi: 10.1167/iovs.15-16450. PubMed PMID: 26070058; PubMed Central PMCID: PMC4697859.
Wang JK, Sibony PA, Kardon RH, Kupersmith MJ, Garvin MK. Semi-automated 2D Bruch's membrane shape analysis in papilledema using spectral-domain optical coherence tomography. SPIE Medical Imaging: Biomedical Applications in Molecular, Structural, and Functional Imaging. 2015 March; 941721:1-9.
Auinger P, Durbin M, Feldon S, Garvin M, Kardon R, Keltner J, Kupersmith MJ, Sibony P, Plumb K, Wang JK, Werner JS. Baseline OCT measurements in the idiopathic intracranial hypertension treatment trial, part II: correlations and relationship to clinical features. Invest Ophthalmol Vis Sci. 2014 Nov 4;55(12):8173-9. doi: 10.1167/iovs.14-14961. PubMed PMID: 25370513; PubMed Central PMCID: PMC4266073.
Auinger P, Durbin M, Feldon S, Garvin M, Kardon R, Keltner J, Kupersmith M, Sibony P, Plumb K, Wang JK, Werner JS. Baseline OCT measurements in the idiopathic intracranial hypertension treatment trial, part I: quality control, comparisons, and variability. Invest Ophthalmol Vis Sci. 2014 Nov 4;55(12):8180-8. doi: 10.1167/iovs.14-14960. PubMed PMID: 25370510; PubMed Central PMCID: PMC4266084.
Tang L, Kardon RH, Wang JK, Garvin MK, Lee K, Abràmoff MD. Quantitative evaluation of papilledema from stereoscopic color fundus photographs. Invest Ophthalmol Vis Sci. 2012 Jul 3;53(8):4490-7. doi: 10.1167/iovs.12-9803. PubMed PMID: 22661468; PubMed Central PMCID: PMC3394689.
Wang JK, Kardon RH, Kupersmith MJ, Garvin MK. Automated quantification of volumetric optic disc swelling in papilledema using spectral-domain optical coherence tomography. Invest Ophthalmol Vis Sci. 2012 Jun 29;53(7):4069-75. doi: 10.1167/iovs.12-9438. PubMed PMID: 22599584; PubMed Central PMCID: PMC3392074.
Hsieh CW, Liu TC, Wang JK, Jong TL, Tiu CM. Simplified radius, ulna, and short bone-age assessment procedure using grouped-Tanner-Whitehouse method. Pediatr Int. 2011 Aug;53(4):567-75. doi: 10.1111/j.1442-200X.2011.03378.x. PubMed PMID: 21486377.
Wang JK, Linton EF, Johnson BA, Branco J, Kupersmith MJ, Garvin MK, Kardon RH. Visualization and Quantification of the Spatial Patterns of Edema and Atrophy in Non-Arteritic Anterior Ischemic Optic Neuropathy (NAION) Over Time Based on Deep-Learning Variational Autoencoder. North American Neuro-Ophthalmology Society 49th Annual Meeting; 2023 March 11; Orlando, FL, (Submitted).
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