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 type | Article | ||||
| Journal or Publication Title | Journal of Medical Internet Research | ||||
| Publisher: | JMIR PUBLICATIONS, INC | ||||
|---|---|---|---|---|---|
| Place of Publication: | TORONTO | ||||
| Volume: | 23 | ||||
| Number of Issue or Book Chapter: | 7 | ||||
| Page Range: | e20708 | ||||
| Date | 2021 | ||||
| Institutions | Medicine > Lehrstuhl für Dermatologie und Venerologie | ||||
| Identification Number |
| ||||
| Keywords | CUTANEOUS 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 Classification | 600 Technology > 610 Medical sciences Medicine | ||||
| Status | Published | ||||
| Refereed | Yes, this version has been refereed | ||||
| Created at the University of Regensburg | Yes | ||||
| Item ID | 56679 |
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