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09/11/2021
Risk Management of AI/ML Software as a Medical Device (SaMD): On ISO 14971 and Related Standards and Guidances
Safety and efficacy are the paramount objectives of medical device regul...
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07/11/2019
retina-VAE: Variationally Decoding the Spectrum of Macular Disease
In this paper, we seek a clinically-relevant latent code for representin...
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04/05/2019
Is 'Unsupervised Learning' a Misconceived Term?
Is all of machine learning supervised to some degree? The field of machi...
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02/18/2019
Generative Adversarial Networks Synthesize Realistic OCT Images of the Retina
We report, to our knowledge, the first end-to-end application of Generat...
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02/08/2019
Mobile Artificial Intelligence Technology for Detecting Macula Edema and Subretinal Fluid on OCT Scans: Initial Results from the DATUM alpha Study
Artificial Intelligence (AI) is necessary to address the large and growi...
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07/31/2015
A Sinc Wavelet Describes the Receptive Fields of Neurons in the Motion Cortex
Visual perception results from a systematic transformation of the inform...
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01/22/2014