☆ 4.7 Article

Knowledge matters: Chest radiology report generation with general and specific knowledge

MEDICAL IMAGE ANALYSIS (2022)

A Review of Deep Learning in Medical Imaging: Imaging Traits, Technology Trends, Case Studies With Progress Highlights, and Future Promises

S. Kevin Zhou et al.

Summary: Deep learning has been applied in medical imaging tasks with remarkable success, however facing unique challenges. This survey article presents traits of medical imaging, clinical needs, technical challenges, and how emerging trends in DL are addressing these issues. Case studies include digital pathology and various imaging modalities in clinical practice.

PROCEEDINGS OF THE IEEE (2021)

添加到收藏夹

Article Computer Science, Information Systems

Biomedical and clinical English model packages for the Stanza Python NLP library

Yuhao Zhang et al.

Summary: The study develops and evaluates neural NLP packages for syntactic analysis and named entity recognition of biomedical and clinical English text, showing superior performance compared to other systems. By comparing with various NLP libraries and models, the systems demonstrate strong performance.

JOURNAL OF THE AMERICAN MEDICAL INFORMATICS ASSOCIATION (2021)

添加到收藏夹

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)

添加到收藏夹

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)

添加到收藏夹

Article Radiology, Nuclear Medicine & Medical Imaging

Understanding and Confronting Our Mistakes: The Epidemiology of Error in Radiology and Strategies for Error Reduction

Michael A. Bruno et al.

RADIOGRAPHICS (2015)

添加到收藏夹

Knowledge matters: Chest radiology report generation with general and specific knowledge

相关参考文献

A Review of Deep Learning in Medical Imaging: Imaging Traits, Technology Trends, Case Studies With Progress Highlights, and Future Promises

Biomedical and clinical English model packages for the Stanza Python NLP library

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

Preparing a collection of radiology examinations for distribution and retrieval

Understanding and Confronting Our Mistakes: The Epidemiology of Error in Radiology and Strategies for Error Reduction

导出引文

分享论文