From code sharing to sharing of implementations: Advancing reproducible AI development for medical imaging through federated testing

Author:

Yousefirizi FereshtehORCID,Liyanage AnnudeshORCID,Klyuzhin Ivan S.,Rahmim Arman

Publisher

Elsevier BV

Reference29 articles.

1. Understanding deep learning (still) requires rethinking generalization;Zhang;Commun ACM,2021

2. Exploring generalization in deep learning;Neyshabur;Adv Neural Inf Process Syst,2017

3. AAPM task group report 273: recommendations on best practices for AI and machine learning for computer-aided diagnosis in medical imaging;Hadjiiski;Med Phys,2023

4. TMTV-Net: fully automated total metabolic tumor volume segmentation in lymphoma PET/CT images - a multi-center generalizability analysis;Yousefirizi;Eur J Nucl Med Mol Imaging,2024

5. Yousefirizi F, Shiri I, Joo HO, et al. Semi-supervised learning towards automated segmentation of PET images with limited annotations: Application to lymphoma patients. arXiv [physics.med-ph]. December 2022.

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