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DICODerma: A Practical Approach for Metadata Management of Images in Dermatology
Clinical images are vital for diagnosing and monitoring skin diseases, and their importance has increased with the growing popularity of machine learning. Lack of standards has stifled innovation in dermatological imaging, unlike other image-intensive specialties such as radiology. We investigate th...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Springer International Publishing
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9054111/ https://www.ncbi.nlm.nih.gov/pubmed/35488074 http://dx.doi.org/10.1007/s10278-022-00636-5 |
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author | Eapen, Bell Raj Kaliyadan, Feroze Ashique, Karalikkattil T |
author_facet | Eapen, Bell Raj Kaliyadan, Feroze Ashique, Karalikkattil T |
author_sort | Eapen, Bell Raj |
collection | PubMed |
description | Clinical images are vital for diagnosing and monitoring skin diseases, and their importance has increased with the growing popularity of machine learning. Lack of standards has stifled innovation in dermatological imaging, unlike other image-intensive specialties such as radiology. We investigate the meta-requirements for utilizing the popular DICOM standard for metadata management of images in dermatology. We propose practical design solutions and provide open-source tools to integrate dermatologists’ workflow with enterprise imaging systems. Using the tool, dermatologists can tag, search, organize and convert clinical images to the DICOM format. We believe that our less disruptive approach will improve the adoption of standards in the specialty. |
format | Online Article Text |
id | pubmed-9054111 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Springer International Publishing |
record_format | MEDLINE/PubMed |
spelling | pubmed-90541112022-05-02 DICODerma: A Practical Approach for Metadata Management of Images in Dermatology Eapen, Bell Raj Kaliyadan, Feroze Ashique, Karalikkattil T J Digit Imaging Commentary Clinical images are vital for diagnosing and monitoring skin diseases, and their importance has increased with the growing popularity of machine learning. Lack of standards has stifled innovation in dermatological imaging, unlike other image-intensive specialties such as radiology. We investigate the meta-requirements for utilizing the popular DICOM standard for metadata management of images in dermatology. We propose practical design solutions and provide open-source tools to integrate dermatologists’ workflow with enterprise imaging systems. Using the tool, dermatologists can tag, search, organize and convert clinical images to the DICOM format. We believe that our less disruptive approach will improve the adoption of standards in the specialty. Springer International Publishing 2022-04-29 2022-10 /pmc/articles/PMC9054111/ /pubmed/35488074 http://dx.doi.org/10.1007/s10278-022-00636-5 Text en © The Author(s) under exclusive licence to Society for Imaging Informatics in Medicine 2022 |
spellingShingle | Commentary Eapen, Bell Raj Kaliyadan, Feroze Ashique, Karalikkattil T DICODerma: A Practical Approach for Metadata Management of Images in Dermatology |
title | DICODerma: A Practical Approach for Metadata Management of Images in Dermatology |
title_full | DICODerma: A Practical Approach for Metadata Management of Images in Dermatology |
title_fullStr | DICODerma: A Practical Approach for Metadata Management of Images in Dermatology |
title_full_unstemmed | DICODerma: A Practical Approach for Metadata Management of Images in Dermatology |
title_short | DICODerma: A Practical Approach for Metadata Management of Images in Dermatology |
title_sort | dicoderma: a practical approach for metadata management of images in dermatology |
topic | Commentary |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9054111/ https://www.ncbi.nlm.nih.gov/pubmed/35488074 http://dx.doi.org/10.1007/s10278-022-00636-5 |
work_keys_str_mv | AT eapenbellraj dicodermaapracticalapproachformetadatamanagementofimagesindermatology AT kaliyadanferoze dicodermaapracticalapproachformetadatamanagementofimagesindermatology AT ashiquekaralikkattilt dicodermaapracticalapproachformetadatamanagementofimagesindermatology |