Literature DB >> 33937836

Reproducible Artificial Intelligence Research Requires Open Communication of Complete Source Code.

Felipe C Kitamura1, Ian Pan2, Timothy L Kline3.   

Abstract

Year:  2020        PMID： 33937836      PMCID： PMC8082347          DOI： 10.1148/ryai.2020200060

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


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  1 in total

1.  Challenges to the Reproducibility of Machine Learning Models in Health Care.

Authors:  Andrew L Beam; Arjun K Manrai; Marzyeh Ghassemi
Journal:  JAMA       Date:  2020-01-28       Impact factor: 56.272
  1 in total
  3 in total

1.  Code and Data Sharing Practices in the Radiology Artificial Intelligence Literature: A Meta-Research Study.

Authors:  Kesavan Venkatesh; Samantha M Santomartino; Jeremias Sulam; Paul H Yi
Journal:  Radiol Artif Intell       Date:  2022-08-17

2.  Systematic review of research design and reporting of imaging studies applying convolutional neural networks for radiological cancer diagnosis.

Authors:  Robert J O'Shea; Amy Rose Sharkey; Gary J R Cook; Vicky Goh
Journal:  Eur Radiol       Date:  2021-04-16       Impact factor: 5.315

3.  Study on the dynamic change law and correlation between CT imaging manifestations and cellular immunity of 2019 novel coronavirus disease.

Authors:  Minxia Yang; Haijia Mao; Lujiao Chen; Li Zhao; Sangying Lv; Yanan Huang; Bo Chen; Mingzhu Wei; Guanzuan Wu; Bingqian Zhang; Xuedong Sun; Guozhong Zhou; Minhui Li; Zhenhua Zhao
Journal:  Jpn J Radiol       Date:  2020-06-12       Impact factor: 2.374
  3 in total

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