Radtools: R utilities for convenient extraction of medical image metadata.
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DOI: 10.12688/f1000research.17139.2
Abstract: The radiology community has adopted several widely used standards for medical image files, including the popular DICOM (Digital Imaging and Communication in Medicine) and NIfTI (Neuroimaging Informatics Technology Initiative) standards. These file formats include image… read more here.
Keywords: image; image metadata; convenient extraction; medical image ... See more keywords
Extraction from Medical Records
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DOI: 10.3233/978-1-61499-975-1-62
Abstract: Despite using electronic medical records, free narrative text is still widely used for medical records. Such text cannot be analyzed by statistical tools and be proceed by decision support systems. To make data from texts… read more here.
Keywords: model; extraction medical; medical records;
Information Extraction from Medical Texts with BERT Using Human-in-the-Loop Labeling.
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DOI: 10.3233/shti230281
Abstract: Neural network language models, such as BERT, can be used for information extraction from medical texts with unstructured free text. These models can be pre-trained on a large corpus to learn the language and characteristics… read more here.
Keywords: information; information extraction; using human; medical texts ... See more keywords