publications

publications by categories in reversed chronological order. generated by jekyll-scholar.

2025

  1. Artificial intelligence applications in musculoskeletal imaging
    M. Moein Shariatnia, Sara Bagherieh, Fardad Semnani, Negar Rafiei, and 4 more authors
    Current Reviews in Musculoskeletal Medicine, 2025
  2. hands.jpg
    Determination of Skeletal Age From Hand Radiographs Using Deep Learning
    Joshua T Bram, Ayoosh Pareek, Samuel A Beber, Ruth H Jones, and 5 more authors
    The American Journal of Sports Medicine, 2025
  3. Towards trustworthy artificial intelligence in musculoskeletal medicine: A narrative review on uncertainty quantification
    Moein Shariatnia, Amir Masoud Vahdani, Pranav Rajpurkar, and Ayoosh Pareek
    Knee Surgery, Sports Traumatology, Arthroscopy (KSSTA), 2025
  4. LatteReview: A Multi-Agent Framework for systematic review automation using large language models
    Pouria Rouzrokh and Moein Shariatnia
    arXiv preprint arXiv:2501.05468, 2025

2024

  1. Predictive modeling for acute kidney injury after percutaneous coronary intervention in patients with acute coronary syndrome: a machine learning approach
    M. Moein Shariatnia, Amir Hossein Behnoush, Amirmohammad Khalaji, Mahdi Asadi, and 1 more author
    European Journal of Medical Research, 2024
  2. CONFLARE: CONFormal LArge language model REtrieval
    Pouria Rouzrokh, Shahriar Faghani, Cody Ullrich Gamble, Moein Shariatnia, and 1 more author
    arXiv preprint arXiv:2404.04287, 2024

2023

  1. iclr.png
    The role of pre-training data in transfer learning
    Rahim Entezari, Mitchell Wortsman, Olga Saukh, Moein Shariatnia, and 2 more authors
    MRL Workshop, ICLR 2023, 2023

2022

  1. How well do contrastively trained models transfer?
    Moein Shariatnia, Rahim Entezari, Mitchell Wortsman, Olga Saukh, and 1 more author
    In Workshop on Pre-training: Perspectives, Pitfalls, Paths Forward at ICML 2022, 2022
  2. shoulder-ai.jpg
    Deep learning model for measurement of shoulder critical angle and acromion index on shoulder radiographs
    Moein Shariatnia, Taghi Ramazanian, Joaquin Sanchez-Sotelo, and Hilal Maradit Kremers
    JSES Reviews, Reports, and Techniques, 2022
  3. transdeeplab.png
    TransDeepLab: Convolution-free transformer-based DeepLab v3+ for medical image segmentation
    Reza Azad, Moein Heidari, Moein Shariatnia, Ehsan Khodapanah Aghdam, and 3 more authors
    In PRIME Workshop, MICCAI 2022, 2022