1. Gadi Wollstein

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    1. Mentioned In 112 Articles

    2. 3D-CNN for Glaucoma Detection Using Optical Coherence Tomography

      Explore Home - Springer Ophthalmology
      3D-CNN for Glaucoma Detection Using Optical Coherence Tomography
      The large size of raw 3D optical coherence tomography (OCT) volumes poses challenges for deep learning methods as it cannot be accommodated on a single GPU in its original resolution. The direct analysis of these volumes however, provides advantages such as circumventing the need for the segmentation of retinal structures. Previously, a deep learning (DL) approach was proposed for the detection of glaucoma directly from 3D OCT volumes, where the ...
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      Mentions: Joel S. Schuman Gadi Wollstein Hiroshi Ishikawa

    3. Inference of visual field test performance from OCT volumes using deep learning

      Explore arxiv.org Ophthalmology
      Inference of visual field test performance from OCT volumes using deep learning
      Visual field tests (VFT) are pivotal for glaucoma diagnosis and conducted regularly to monitor disease progression. Here we address the question to what degree aggregate VFT measurements such as Visual Field Index (VFI) and Mean Deviation (MD) can be inferred from Optical Coherence Tomography (OCT) scans of the Optic Nerve Head (ONH) or the macula. Accurate inference of VFT measurements from OCT could reduce examination time and cost. We propose ...
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      Mentions: Joel S. Schuman Gadi Wollstein Hiroshi Ishikawa

    5. Designing visible-light optical coherence tomography towards clinics

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      Designing visible-light optical coherence tomography towards clinics
      Background: The capabilities of visible-light optical coherence tomography (vis-OCT) in noninvasive anatomical and functional retinal imaging have been demonstrated by multiple groups in both rodents and healthy human subjects. Translating laboratory prototypes to an integrated clinical-environment-friendly system is required to explore the full potential of vis-OCT in disease management. Methods: We developed and optimized a portable vis-OCT system for human retinal imaging in clinical settings. We acquired raster- and circular-scan ...
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      Mentions: Joel S. Schuman Gadi Wollstein Hiroshi Ishikawa

    6. Retinal optical coherence tomography image enhancement via deep learning

      Explore OSA | OSA Publishing
      Retinal optical coherence tomography image enhancement via deep learning
      Optical coherence tomography (OCT) images of the retina are a powerful tool for diagnosing and monitoring eye disease. However, they are plagued by speckle noise, which reduces image quality and reliability of assessment. This paper introduces a novel speckle reduction method inspired by the recent successes of deep learning in medical imaging. We present two versions of the network to reflect the needs and preferences of different end-users. Specifically, we ...
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      Mentions: Joel S. Schuman Gadi Wollstein Hiroshi Ishikawa

    7. Signal normalization among multiple optical coherence tomography devices

      Explore uspto.gov Patents
      Signal normalization among multiple optical coherence tomography devices
      The present disclosure is directed to systems and methods for normalizing an image of an eye among multiple optical coherence tomography (OCT) devices. The system can receive an OCT image and generate a normalized OCT image. The system is configured to normalize a sample density of the received image, normalize an amount of noise using a suitable noise reduction technique, normalize a distribution of signal amplitudes of the image, and ...
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      Mentions: University of Pittsburgh Joel S. Schuman Gadi Wollstein

    8. The Future of Imaging in Detecting Glaucoma Progression

      Explore Ophthalmology
      The Future of Imaging in Detecting Glaucoma Progression
      Ocular imaging has been heavily incorporated into glaucoma management and provides important information that aids in the detection of disease progression. Longitudinal studies have shown that the circumpapillary retinal nerve fiber layer is an important parameter for glaucoma progression detection, whereas other studies have demonstrated that macular parameters, such as the ganglion cell inner plexiform layer and optic nerve head parameters, also are useful for progression detection. The introduction of ...
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      Mentions: Joel S. Schuman Gadi Wollstein NYU Langone Medical Center

    10. Signal Normalization Reduces Image Appearance Disparity Among Multiple Optical Coherence Tomography Devices

      Explore TVST Journal Ophthalmology
      Signal Normalization Reduces Image Appearance Disparity Among Multiple Optical Coherence Tomography Devices
      Purpose : To assess the effect of the previously reported optical coherence tomography (OCT) signal normalization method on reducing the discrepancies in image appearance among spectral-domain OCT (SD-OCT) devices. Methods : Healthy eyes and eyes with various retinal pathologies were scanned at the macular region using similar volumetric scan patterns with at least two out of three SD-OCT devices at the same visit (Cirrus HD-OCT, Zeiss, Dublin, CA; RTVue, Optovue, Fremont, CA ...
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      Mentions: University of Pittsburgh Optovue Heidelberg Engineering

    11. Mapping in-vivo optic nerve head strains caused by intraocular and intracranial pressures

      Explore Conference Proceedings Neurology , Ophthalmology
      Mapping in-vivo optic nerve head strains caused by intraocular and intracranial pressures
      Although it is well documented that abnormal levels of either intraocular (IOP) or intracranial pressure (ICP) can lead to potentially blinding conditions, such as glaucoma and papilledema, little is known about how the pressures actually affect the eye. Even less is known about potential interplay between their effects, namely how the level of one pressure might alter the effects of the other. Our goal was to measure in-vivo the pressure-induced ...
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      Mentions: University of Pittsburgh Joel S. Schuman Gadi Wollstein

    13. Adaptive optics optical coherence tomography in glaucoma

      Explore ScienceDirect Ophthalmology
      Adaptive optics optical coherence tomography in glaucoma
      Since the introduction of commercial optical coherence tomography (OCT) systems, the ophthalmic imaging modality has rapidly expanded and it has since changed the paradigm of visualization of the retina and revolutionized the management and diagnosis of neuro-retinal diseases, including glaucoma. OCT remains a dynamic and evolving imaging modality, growing from time-domain OCT to the improved spectral-domain OCT, adapting novel image analysis and processing methods, and onto the newer swept-source OCT ...
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      Mentions: University of Pittsburgh Joel S. Schuman Gadi Wollstein

    14. Establishing compatibility between two- and three-dimensional optical coherence tomography scans

      Explore uspto.gov Ophthalmology , Patents
      Establishing compatibility between two- and three-dimensional optical coherence tomography scans
      Advances in optical coherence tomography (OCT) have prompted a transition from time domain OCT, providing 2D OCT images, to spectral domain OCT, which has a 3D imaging capability. Yet conventional technology offers little toward the goal of inter-device compatibility between extant 2D OCT images and newer 3D OCT images for the same or comparable subjects, as in the context of ongoing monitoring the quantitative status of a patient's eyes ...
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      Mentions: University of Pittsburgh Joel S. Schuman Gadi Wollstein

    16. Clinical Utility of Optical Coherence Tomography in Glaucoma

      Explore IOVS Journal Ophthalmology
      Clinical Utility of Optical Coherence Tomography in Glaucoma
      Optical coherence tomography (OCT) has established itself as the dominant imaging modality in the management of glaucoma and retinal diseases, providing high-resolution visualization of ocular microstructures and objective quantification of tissue thickness and change. This article reviews the history of OCT imaging with a specific focus on glaucoma. We examine the clinical utility of OCT with respect to diagnosis and progression monitoring, with additional emphasis on advances in OCT technology ...
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      Mentions: University of Pittsburgh Joel S. Schuman Gadi Wollstein
    17. 1-15 of 112 1 2 3 4 5 6 7 8 »
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  4. About Gadi Wollstein

    Gadi Wollstein

    Gadi Wollstein is a Professor of Ophthalmology, Vice Chairman for Clinic Research and Director of the Ophthalmic Imaging Research Laboratory in NYU Langone Eye Center.

  5. Related Topics

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