publications

2024

  1. Computer Vision Foundation Models in Endoscopy: Proof of Concept in Oropharyngeal Cancer
    Alberto Paderno, Anita Rau, Nikita Bedi, and 4 more authors
    The Laryngoscope, 2024
  2. Computer Vision and Videomics in Otolaryngology–Head and Neck Surgery: Bridging the Gap Between Clinical Needs and the Promise of Artificial Intelligence
    Alberto Paderno, Nikita Bedi, Anita Rau, and 1 more author
    Otolaryngologic Clinics of North America, 2024
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    SimCol3D—3D reconstruction during colonoscopy challenge
    Anita Rau, Sophia Bano, Yueming Jin, and 8 more authors
    Medical Image Analysis, 2024
    PDF
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    Artificial intelligence identifies factors associated with blood loss and surgical experience in cholecystectomy
    Josiah G Aklilu, Min Woo Sun, Shelly Goel, and 8 more authors
    NEJM AI, 2024
    PDF
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    Depth-guided nerf training via earth mover’s distance
    Anita Rau, Josiah Aklilu, F Christopher Holsinger, and 1 more author
    In European Conference on Computer Vision, 2024
    PDF Website
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    A human mesh-centered approach to action recognition in the operating room
    Benjamin Liu, Gilles Soenens, Joshua Villarreal, and 4 more authors
    Artificial Intelligence Surgery, 2024
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2023

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    Bimodal camera pose prediction for endoscopy
    Anita Rau, Binod Bhattarai, Lourdes Agapito, and 1 more author
    IEEE Transactions on Medical Robotics and Bionics, 2023
    PDF Supp Code
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    Task-guided domain gap reduction for monocular depth prediction in endoscopy
    Anita Rau, Binod Bhattarai, Lourdes Agapito, and 1 more author
    In MICCAI Workshop on Data Engineering in Medical Imaging, 2023
    PDF Code

2021

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    Stain-free identification of tissue pathology using a generative adversarial network to infer nanomechanical signatures
    Lydia Neary-Zajiczek, Clara Essmann, Anita Rau, and 8 more authors
    Nanoscale Advances, 2021
    PDF

2020

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    Predicting visual overlap of images through interpretable non-metric box embeddings
    Anita Rau, Guillermo Garcia-Hernando, Danail Stoyanov, and 2 more authors
    In European Conference on Computer Vision, 2020
    PDF Code

2019

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    Implicit domain adaptation with conditional generative adversarial networks for depth prediction in endoscopy
    Anita Rau, PJ Eddie Edwards, Omer F Ahmad, and 4 more authors
    International journal of computer assisted radiology and surgery, 2019
    PDF
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    ABCD neurocognitive prediction challenge 2019: Predicting individual fluid intelligence scores from structural MRI using probabilistic segmentation and kernel ridge regression
    Agoston Mihalik, Mikael Brudfors, Maria Robu, and 8 more authors
    In Challenge in adolescent brain cognitive development neurocognitive prediction, 2019
    PDF
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    ABCD Neurocognitive Prediction Challenge 2019: Predicting individual residual fluid intelligence scores from cortical grey matter morphology
    Neil P Oxtoby, Fabio S Ferreira, Agoston Mihalik, and 8 more authors
    In Challenge in Adolescent Brain Cognitive Development Neurocognitive Prediction, 2019
    PDF