publications

2025

  1. surg_bench.jpg
    Systematic Evaluation of Large Vision-Language Models for Surgical Artificial Intelligence
    Anita Rau, Mark Endo, Josiah Aklilu, and 6 more authors
    arXiv , 2025
    PDF
  2. biomedica.png
    BIOMEDICA: An Open Biomedical Image-Caption Archive, Dataset, and Vision-Language Models Derived from Scientific Literature
    Alejandro Lozano, Min Woo Sun, James Burgess, and 8 more authors
    CVPR , 2025
    PDF
  3. vidactdiff.jpg
    Video Action Differencing
    James Burgess, Xiaohan Wang, Yuhui Zhang, and 5 more authors
    ICLR , 2025

2024

  1. emd2.png
    Depth-guided nerf training via earth mover’s distance
    Anita Rau, Josiah Aklilu, F Christopher Holsinger, and 1 more author
    In ECCV , 2024
    PDF Code Website
  2. growingcloud.gif
    SimCol3D—3D reconstruction during colonoscopy challenge
    Anita Rau, Sophia Bano, Yueming Jin, and 8 more authors
    Medical Image Analysis , 2024
    PDF
  3. hmr.png
    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
    PDF
  4. foundation_model_oro.jpg
    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
  5. videomics.jpg
    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
  6. nejmai.png
    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

2023

  1. bimodal.jpg
    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
  2. gap.png
    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
  3. hands.jpg
    Robust Semi-supervised Detection of Hands in Diverse Open Surgery Environments
    Pranav Vaid, Serena Yeung, and Anita Rau
    In Machine Learning for Healthcare Conference , 2023

2021

  1. stain.gif
    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

  1. box.png
    Predicting visual overlap of images through interpretable non-metric box embeddings
    Anita Rau, Guillermo Garcia-Hernando, Danail Stoyanov, and 2 more authors
    In ECCV , 2020 (Spotlight presentation)
    PDF Code

2019

  1. abcdM.png
    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
  2. abcdN.png
    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
  3. implicit.png
    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