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Höhn, Julia ; Hekler, Achim ; Krieghoff-Henning, Eva ; Kather, Jakob Nikolas ; Utikal, Jochen Sven ; Meier, Friedegund ; Gellrich, Frank Friedrich ; Hauschild, Axel ; French, Lars ; Schlager, Justin Gabriel ; Ghoreschi, Kamran ; Wilhelm, Tabea ; Kutzner, Heinz ; Heppt, Markus ; Haferkamp, Sebastian ; Sondermann, Wiebke ; Schadendorf, Dirk ; Schilling, Bastian ; Maron, Roman C ; Schmitt, Max ; Jutzi, Tanja ; Fröhling, Stefan ; Lipka, Daniel B ; Brinker, Titus Josef

Integrating Patient Data Into Skin Cancer Classification Using Convolutional Neural Networks: Systematic Review

Höhn, Julia, Hekler, Achim, Krieghoff-Henning, Eva , Kather, Jakob Nikolas , Utikal, Jochen Sven , Meier, Friedegund , Gellrich, Frank Friedrich , Hauschild, Axel, French, Lars , Schlager, Justin Gabriel, Ghoreschi, Kamran , Wilhelm, Tabea, Kutzner, Heinz, Heppt, Markus, Haferkamp, Sebastian , Sondermann, Wiebke, Schadendorf, Dirk, Schilling, Bastian, Maron, Roman C, Schmitt, Max, Jutzi, Tanja, Fröhling, Stefan, Lipka, Daniel B and Brinker, Titus Josef (2021) Integrating Patient Data Into Skin Cancer Classification Using Convolutional Neural Networks: Systematic Review. Journal of Medical Internet Research 23 (7), e20708.

Date of publication of this fulltext: 29 Feb 2024 12:36
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Item typeArticle
Journal or Publication TitleJournal of Medical Internet Research
Publisher:JMIR PUBLICATIONS, INC
Place of Publication:TORONTO
Volume:23
Number of Issue or Book Chapter:7
Page Range:e20708
Date2021
InstitutionsMedicine > Lehrstuhl für Dermatologie und Venerologie
Identification Number
ValueType
10.2196/20708DOI
KeywordsCUTANEOUS MALIGNANT-MELANOMA; BASAL-CELL CARCINOMA; RISK-FACTORS; IMAGE CLASSIFICATION; ITALIAN POPULATION; PIGMENTARY TRAITS; SUN EXPOSURE; DERMATOLOGISTS; DIAGNOSIS; FEATURES; skin cancer classification; convolutional neural networks; patient data
Dewey Decimal Classification600 Technology > 610 Medical sciences Medicine
StatusPublished
RefereedYes, this version has been refereed
Created at the University of RegensburgYes
Item ID56679

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