Comparison of sampling methods for handling imbalance data in deep learning-based predictions of chest X-ray abnormality tags-Reference-Cited by-同舟云学术

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Comparison of sampling methods for handling imbalance data in deep learning-based predictions of chest X-ray abnormality tags

Published:2023-05-12 Issue: Volume: Page:
ISSN:
Container-title:2023 the 7th International Conference on Medical and Health Informatics (ICMHI)
language:
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Author:

Tsaniya Hilya¹^ORCID,Fatichah Chastine¹^ORCID,Suciati Nanik¹^ORCID

Affiliation:

1. Informatics Department, Institut Teknologi Sepuluh Nopember, Indonesia, Indonesia

Publisher

ACM

Link

https://dl.acm.org/doi/pdf/10.1145/3608298.3608300

Reference13 articles.

1. James C. Reed , Chest Radiology: Plain Film Patterns and Differential Diagnoses , Expert Consult, Mosby ; 6 th edition, 2010 . James C. Reed, Chest Radiology: Plain Film Patterns and Differential Diagnoses, Expert Consult, Mosby; 6th edition, 2010.

2. Interpreting chest X-rays via CNNs that exploit hierarchical disease dependencies and uncertainty labels

3. Multi-Label Transfer Learning for Identifying Lung Diseases using Chest X-Rays

4. Thoracic Disease Identification and Localization with Limited Supervision

5. “ Open-i: An open access biomedical search engine ,” [Online]. [Accessed 17 December 2022 ]. “Open-i: An open access biomedical search engine,” [Online]. [Accessed 17 December 2022].

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