ABYSS|Processing

Publications

Selected Publications

  • Devalla SK, Subramanian G, Pham TH, Wang X, Perera S, Tun TA, Aung T, Schmetterer L, Thiery AH, Girard MJA. A Deep Learning Approach to Denoise Optical Coherence Tomography Images of the Optic Nerve Head. 2018. arXiv preprint arXiv:1809.10589. Pdf. arXiv.
  • Girard MJA, Chin KS, Devalla S, Aung T, Jonas J, Wang YX, Thiery AH. Deep Learning can Exploit 3D Structural Information of the Optic Nerve Head to Provide a Glaucoma Diagnostic Power Superior to that of Retinal Nerve Fibre Layer Thickness. Association for Research in Vision and Ophthalmology (ARVO) Annual Meeting, Hawaii, USA, Apr 29 - May 3 2018.
  • Devalla SK, Mari JM, Tun TA, Chin KS, Strouthidis NG, Aung T, Thiery AH, Girard MJA. A Device- Independent Deep Learning Approach to Digitally Stain Optical Coherence Tomography Images of the Optic Nerve Head. Association for Research in Vision and Ophthalmology (ARVO) Annual Meeting, Hawaii, USA, Apr 29 - May 3 2018.
  • Devalla SK, Renukanand PK, Sreedhar BK, Perera SA, Mari JM, Chin KS, Tun TA, Strouthidis N, Aung T, Thiery A, Girard MJA. DRUNET: A Dilated-Residual U-Net Deep Learning Network to Digitally Stain Optic Nerve Head Tissues in Optical Coherence Tomography Images. Biomed Opt Express. 2018 Jun 25;9(7):3244-3265. Pdf. Pubmed.
  • Devalla SK, Renukanand PK, Sreedhar BK, Perera S, Mari JM, Chin KS, Tun TA, Strouthidis N, Aung T, Thiery A, Girard MJA. DRUNET: A Dilated-Residual U-Net Deep Learning Network to Digitally Stain Optic Nerve Head Tissues in Optical Coherence Tomography Images. 2018. arXiv preprint arXiv:1803.00232. Pdf. arXiv.
  • Devalla SK, Mari JM, Tun TA, Strouthidis N, Aung T, Thiery A, Girard MJA. A Deep Learning Approach to Digitally Stain Optical Coherence Tomography Images of the Optic Nerve Head. 2018. Invest Ophthalmol Vis Sci. 59(1):63-74 Pdf. Pubmed.
  • Devalla SK, Mari JM, Tun TA, Strouthidis N, Aung T, Thiery A, Girard MJA. A Deep Learning Approach to Digitally Stain Optical Coherence Tomography Images of the Optic Nerve Head. 2017. arXiv preprint arXiv:1707.07609. Pdf. arXiv.
  • Girard MJA, Tun TA, Husain R, Wei X, Mari JM, Perera SA, Baskaran M, Aung T, Strouthidis NG. Lamina Cribrosa Visibility using Optical Coherence Tomography: Comparison of Devices and Effects of Image Enhancement Techniques. Invest Ophthalmol Vis Sci. 2015 Jan 15;56(2):865-74. Pdf. Pubmed.
  • Mari JM, Park SC, Strouthids NG, Girard MJA. Enhancement of Lamina Cribrosa Visibility in Optical Coherence Tomography Images Using Adaptive Compensation. Invest Ophthalm and Vis Sci. 2013; 54(3):2238-47. Pdf. Pubmed. IOVS.
  • Girard MJA, Strouthidis NG, Ethier CR, Mari JM. Shadow Removal and Contrast Enhancement in Optical Coherence Tomography Images of the Human Optic Nerve Head. Invest Opthalmol and Vis Sci. 2011; 52(10):7738-48. Pdf. Pubmed. IOVS.

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