Search Results - "Kugener, Guillaume"

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    Expert surgeons and deep learning models can predict the outcome of surgical hemorrhage from 1 min of video by Pangal, Dhiraj J., Kugener, Guillaume, Zhu, Yichao, Sinha, Aditya, Unadkat, Vyom, Cote, David J., Strickland, Ben, Rutkowski, Martin, Hung, Andrew, Anandkumar, Animashree, Han, X. Y., Papyan, Vardan, Wrobel, Bozena, Zada, Gabriel, Donoho, Daniel A.

    Published in Scientific reports (17-05-2022)
    “…Major vascular injury resulting in uncontrolled bleeding is a catastrophic and often fatal complication of minimally invasive surgery. At the outset of these…”
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    Journal Article
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    Neural network modeling for prediction of recurrence, progression, and hormonal non-remission in patients following resection of functional pituitary adenomas by Shahrestani, Shane, Cardinal, Tyler, Micko, Alexander, Strickland, Ben A., Pangal, Dhiraj J., Kugener, Guillaume, Weiss, Martin H., Carmichael, John, Zada, Gabriel

    Published in Pituitary (01-08-2021)
    “…Purpose Functional pituitary adenomas (FPAs) cause severe neuro-endocrinopathies including Cushing’s disease (CD) and acromegaly. While many are effectively…”
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    The SAFE-T assessment tool: derivation and validation of a web-based application for point-of-care evaluation of gastroenterology fellow performance in colonoscopy by Kumar, Navin L., MD, Kugener, Guillaume, BS, Perencevich, Molly L., MD, Saltzman, John R., MD

    Published in Gastrointestinal endoscopy (01-01-2018)
    “…Background and Aims Attending assessment is a critical part of endoscopic education for gastroenterology fellows. The aim of this study was to develop and…”
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    Simulated outcomes for durotomy repair in minimally invasive spine surgery by Balu, Alan, Kugener, Guillaume, Pangal, Dhiraj J., Lee, Heewon, Lasky, Sasha, Han, Jane, Buchanan, Ian, Liu, John, Zada, Gabriel, Donoho, Daniel A.

    Published in Scientific data (10-01-2024)
    “…Minimally invasive spine surgery (MISS) is increasingly performed using endoscopic and microscopic visualization, and the captured video can be used for…”
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    Caught in the act: Allergic-like reaction to gadolinium-based contrast agent in POEMS syndrome by Kugener, Guillaume, Rajamohan, Anandh, Patel, Vishal

    Published in Radiology case reports (01-07-2020)
    “…POEMS syndrome is a rare paraneoplastic condition related to an abnormal proliferation of plasma cells. Allergic-type reactions to gadolinium-based MR contrast…”
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    317 Pilot Analysis of Surgeon Instrument Utilization Signatures Based on Shannon Entropy for Surgeon Performance Assessment in a Cadaveric Carotid Artery Injury Control Simulation by Balu, Alan, Pangal, Dhiraj J., Kugener, Guillaume, Donoho, Daniel

    Published in Neurosurgery (01-04-2023)
    “…INTRODUCTION: Automated video-based feedback for a surgeon’s technical skills would improve patient care and facilitate trainee education, but current feedback…”
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    A Guide to Annotation of Neurosurgical Intraoperative Video for Machine Learning Analysis and Computer Vision by Pangal, Dhiraj J., Kugener, Guillaume, Shahrestani, Shane, Attenello, Frank, Zada, Gabriel, Donoho, Daniel A.

    Published in World neurosurgery (01-06-2021)
    “…Computer vision (CV) is a subset of artificial intelligence that performs computations on image or video data, permitting the quantitative analysis of visual…”
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    Journal Article
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