☆ 4.6 Article

Encoder-decoder models for chest X-ray report generation perform no better than unconditioned baselines

PLOS ONE (2021)

Evaluating diagnostic content of AI-generated radiology reports of chest X-rays

Zaheer Babar et al.

Summary: Radiology reports play a crucial role in communication between radiologists and clinicians, and assessing the quality of AI-generated reports is challenging. Research is focusing on proposing new evaluation metrics to quantify the diagnostic content of reports and utilizing a sentence dictionary to speed up training.

ARTIFICIAL INTELLIGENCE IN MEDICINE (2021)

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Article Multidisciplinary Sciences

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

Alistair E. W. Johnson et al.

SCIENTIFIC DATA (2019)

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Proceedings Paper Computer Science, Theory & Methods

Multimodal Recurrent Model with Attention for Automated Radiology Report Generation

Yuan Xue et al.

MEDICAL IMAGE COMPUTING AND COMPUTER ASSISTED INTERVENTION - MICCAI 2018, PT I (2018)

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Article Computer Science, Information Systems

Preparing a collection of radiology examinations for distribution and retrieval

Dina Demner-Fushman et al.

JOURNAL OF THE AMERICAN MEDICAL INFORMATICS ASSOCIATION (2016)

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Article Radiology, Nuclear Medicine & Medical Imaging

The Art of the Radiology Report: Practical and Stylistic Guidelines for Perfecting the Conveyance of Imaging Findings

Andrew Lukaszewicz et al.

CANADIAN ASSOCIATION OF RADIOLOGISTS JOURNAL-JOURNAL DE L ASSOCIATION CANADIENNE DES RADIOLOGISTES (2016)

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Encoder-decoder models for chest X-ray report generation perform no better than unconditioned baselines

相关参考文献

Evaluating diagnostic content of AI-generated radiology reports of chest X-rays

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

Multimodal Recurrent Model with Attention for Automated Radiology Report Generation

Preparing a collection of radiology examinations for distribution and retrieval

The Art of the Radiology Report: Practical and Stylistic Guidelines for Perfecting the Conveyance of Imaging Findings

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