A Method for Efficient De-identification of DICOM Metadata and Burned-in Pixel Text
Tóm tắt
Từ khóa
Tài liệu tham khảo
Mildenberger P, Eichelberg M, Martin E: Introduction to the DICOM standard. Eur Radiol 12:920–927, 2002.
Bidgood WD, Horii SC, Prior FW, Van Syckle DE: Understanding and Using DICOM, the Data Interchange Standard for Biomedical Imaging. J Am Med Informatics Assoc 4:199–21, 1997.
Natu P, Natu S, Agrawal U: Privacy issues in medical image analysis. Data Protection and Privacy in Healthcare, Boca Raton, FL: CRC press, 2021.
Nass S, Levit L, Gostin L: HIPAA, the Privacy Rule, and Its Application to Health Research. Beyond the HIPAA Privacy Rule: Enhancing Privacy, Improving Health Through Research, Washington, D.C.: National Academies Press, 2009.
Aryanto KYE, Oudkerk M, van Ooijen PMA: Free DICOM de-identification tools in clinical research: functioning and safety of patient privacy. Eur Radiol 25:3685–3695, 2015.
RSNA. MIRC CTP. Available at https://mircwiki.rsna.org/index.php?title=MIRC_CTP. Accessed 20 February 2024.
DICOM Library. Available at https://www.dicomlibrary.com/. Accessed 20 February 2024.
Robinson JD: Beyond the DICOM header: additional issues in deidentification. Am J Roentgenol 203:W658–W664, 2014.
Osagie E, Ayo-Ogbor S: Challenges in the Design of Optical Character Recognition for Medical Image Modalities. Int J Multidiscip Curr Educ Res 4:109–112, 2022.
Monteiro E, Costa C, Oliveira JL: A De-Identification Pipeline for Ultrasound Medical Images in DICOM Format. J Med Syst. Journal of Medical Systems 41:1–16, 2017.
Zhu Y, Singh PD, Siddiqui K, Gillam M: An automatic system to detect and extract texts in medical images for de-identification. Med Imaging. https://doi.org/10.1117/12.855588, March 11, 2010.
Mason D. pydicom. Available at https://github.com/pydicom/pydicom. Accessed 27 December 2021.
Morales F. keras-ocr. Available at https://github.com/faustomorales/keras-ocr. Accessed 1 May 2023.
Baek Y, Lee B, Han D, Yun S, Lee H: Character Region Awareness for Text Detection. arXiv. https://doi.org/10.48550/arXiv.1904.01941, April 3, 2019.
JaidedAI. EasyOCR. Available at https://github.com/JaidedAI/EasyOCR. Accessed 9 October 2023.
Hoffstaetter S. pytesseract. Available at https://github.com/madmaze/pytesseract. Accessed 9 October 2023.