Literature DB >> 36204541

Moving from ImageNet to RadImageNet for Improved Transfer Learning and Generalizability.

Alexandre Cadrin-Chênevert1.   

Abstract

Entities:  

Year:  2022        PMID： 36204541      PMCID： PMC9530775          DOI： 10.1148/ryai.220126

Source DB:  PubMed          Journal:  Radiol Artif Intell        ISSN： 2638-6100


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  4 in total

1.  Construction of a Machine Learning Dataset through Collaboration: The RSNA 2019 Brain CT Hemorrhage Challenge.

Authors:  Adam E Flanders; Luciano M Prevedello; George Shih; Safwan S Halabi; Jayashree Kalpathy-Cramer; Robyn Ball; John T Mongan; Anouk Stein; Felipe C Kitamura; Matthew P Lungren; Gagandeep Choudhary; Lesley Cala; Luiz Coelho; Monique Mogensen; Fanny Morón; Elka Miller; Ichiro Ikuta; Vahe Zohrabian; Olivia McDonnell; Christie Lincoln; Lubdha Shah; David Joyner; Amit Agarwal; Ryan K Lee; Jaya Nath
Journal:  Radiol Artif Intell       Date:  2020-04-29

2.  Urinary Stone Detection on CT Images Using Deep Convolutional Neural Networks: Evaluation of Model Performance and Generalization.

Authors:  Anushri Parakh; Hyunkwang Lee; Jeong Hyun Lee; Brian H Eisner; Dushyant V Sahani; Synho Do
Journal:  Radiol Artif Intell       Date:  2019-07-24

3.  MIMIC-CXR, a de-identified publicly available database of chest radiographs with free-text reports.

Authors:  Alistair E W Johnson; Tom J Pollard; Seth J Berkowitz; Nathaniel R Greenbaum; Matthew P Lungren; Chih-Ying Deng; Roger G Mark; Steven Horng
Journal:  Sci Data       Date:  2019-12-12       Impact factor: 6.444

4.  A Multi-million Mammography Image Dataset and Population-Based Screening Cohort for the Training and Evaluation of Deep Neural Networks-the Cohort of Screen-Aged Women (CSAW).

Authors:  Karin Dembrower; Peter Lindholm; Fredrik Strand
Journal:  J Digit Imaging       Date:  2020-04       Impact factor: 4.056
  4 in total

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