DICOM in Dermoscopic Research: an Experience Report and a Way Forward

Overview

Journal J Digit Imaging

Publisher Springer

Specialties Medical Informatics
Radiology

Date 2021 Jul 10

PMID 34244881

Citations 2

Authors

Liam Caffery

Jochen Weber

Nicholas Kurtansky

David Clunie

Steve Langer

George Shih

Allan Halpern

Veronica Rotemberg

Affiliations

Soon will be listed here.

Citing Articles

Report of the Medical Image De-Identification (MIDI) Task Group - Best Practices and Recommendations.

Clunie D, Flanders A, Taylor A, Erickson B, Bialecki B, Brundage D ArXiv. 2023; .

PMID: 37033463 PMC: 10081345.

Dermoscopy and skin imaging light sources: a comparison and review of spectral power distribution and color consistency.

Hanlon K, Wei G, Correa-Selm L, Grichnik J J Biomed Opt. 2022; 27(8):080902.

PMID: 36452032 PMC: 9360608. DOI: 10.1117/1.JBO.27.8.080902.

References

Donnelly K . SNOMED-CT: The advanced terminology and coding system for eHealth. Stud Health Technol Inform. 2006; 121:279-90. View

Kahn Jr C, Carrino J, Flynn M, Peck D, Horii S . DICOM and radiology: past, present, and future. J Am Coll Radiol. 2007; 4(9):652-7. DOI: 10.1016/j.jacr.2007.06.004. View

Tschandl P, Codella N, Akay B, Argenziano G, Braun R, Cabo H . Comparison of the accuracy of human readers versus machine-learning algorithms for pigmented skin lesion classification: an open, web-based, international, diagnostic study. Lancet Oncol. 2019; 20(7):938-947. PMC: 8237239. DOI: 10.1016/S1470-2045(19)30333-X. View

Caffery L, Rotemberg V, Weber J, Soyer H, Malvehy J, Clunie D . The Role of DICOM in Artificial Intelligence for Skin Disease. Front Med (Lausanne). 2021; 7:619787. PMC: 7902872. DOI: 10.3389/fmed.2020.619787. View

Kenneweg K, Halpern A, Chalmers R, Soyer H, Weichenthal M, Molenda M . Developing an international standard for the classification of surface anatomic location for use in clinical practice and epidemiologic research. J Am Acad Dermatol. 2019; 80(6):1564-1584. PMC: 7654624. DOI: 10.1016/j.jaad.2018.08.035. View

Marchetti M, Codella N, Dusza S, Gutman D, Helba B, Kalloo A . Results of the 2016 International Skin Imaging Collaboration International Symposium on Biomedical Imaging challenge: Comparison of the accuracy of computer algorithms to dermatologists for the diagnosis of melanoma from dermoscopic images. J Am Acad Dermatol. 2017; 78(2):270-277.e1. PMC: 5768444. DOI: 10.1016/j.jaad.2017.08.016. View

Braun R, Thomas L, Dusza S, Gaide O, Menzies S, Dalle S . Dermoscopy of acral melanoma: a multicenter study on behalf of the international dermoscopy society. Dermatology. 2013; 227(4):373-80. DOI: 10.1159/000356178. View

Rotemberg V, Halpern A, Dusza S, Codella N . The role of public challenges and data sets towards algorithm development, trust, and use in clinical practice. Semin Cutan Med Surg. 2019; 38(1):E38-E42. DOI: 10.12788/j.sder.2019.013. View

Scope A, Dusza S, Halpern A, Rabinovitz H, Braun R, Zalaudek I . The "ugly duckling" sign: agreement between observers. Arch Dermatol. 2008; 144(1):58-64. DOI: 10.1001/archdermatol.2007.15. View

10.

Navarrete-Dechent C, Liopyris K, Molenda M, Braun R, Curiel-Lewandrowski C, Dusza S . Human surface anatomy terminology for dermatology: a Delphi consensus from the International Skin Imaging Collaboration. J Eur Acad Dermatol Venereol. 2020; 34(11):2659-2663. PMC: 8236240. DOI: 10.1111/jdv.16855. View

11.

Rotemberg V, Kurtansky N, Betz-Stablein B, Caffery L, Chousakos E, Codella N . Publisher Correction: Author Correction: A patient-centric dataset of images and metadata for identifying melanomas using clinical context. Sci Data. 2021; 8(1):88. PMC: 7966738. DOI: 10.1038/s41597-021-00879-x. View

12.

Gaudy-Marqueste C, Wazaefi Y, Bruneu Y, Triller R, Thomas L, Pellacani G . Ugly Duckling Sign as a Major Factor of Efficiency in Melanoma Detection. JAMA Dermatol. 2017; 153(4):279-284. DOI: 10.1001/jamadermatol.2016.5500. View

13.

Liu Z, Sun J, Smith M, Smith L, Warr R . Incorporating clinical metadata with digital image features for automated identification of cutaneous melanoma. Br J Dermatol. 2013; 169(5):1034-40. DOI: 10.1111/bjd.12550. View

14.

Caffery L, Clunie D, Curiel-Lewandrowski C, Malvehy J, Soyer H, Halpern A . Transforming Dermatologic Imaging for the Digital Era: Metadata and Standards. J Digit Imaging. 2018; 31(4):568-577. PMC: 6113154. DOI: 10.1007/s10278-017-0045-8. View

15.

Altamura D, Altobelli E, Micantonio T, Piccolo D, Fargnoli M, Peris K . Dermoscopic patterns of acral melanocytic nevi and melanomas in a white population in central Italy. Arch Dermatol. 2006; 142(9):1123-8. DOI: 10.1001/archderm.142.9.1123. View