Differentiating Malignant from Benign Pigmented or Non-Pigmented Skin Tumours-A Pilot Study on 3D Hyperspectral Imaging of Complex Skin Surfaces and Convolutional Neural Networks

Vivian Lindholm, Anna-Maria Raita-Hakola, Leevi Annala, Mari Salmivuori, Leila Jeskanen, Heikki Saari, Sari Koskenmies, Sari Pitkänen, Ilkka Pölönen, Kirsi Isoherranen, Annamari Ranki

Research output: Contribution to journalArticleScientificpeer-review

Original languageEnglish
Article number1914
JournalJournal of clinical medicine
Volume11
Issue number7
Number of pages15
ISSN2077-0383
DOIs
Publication statusPublished - Apr 2022
MoE publication typeA1 Journal article-refereed

Fields of Science

  • biomedical optical imaging
  • convolutional neural networks
  • hyperspectral imaging
  • non-invasive imaging
  • optical modelling
  • photometric stereo
  • skin cancer
  • skin imaging
  • OPTICAL COHERENCE TOMOGRAPHY
  • MELANOMA
  • CLASSIFICATION
  • DIAGNOSIS
  • CANCER
  • 3121 General medicine, internal medicine and other clinical medicine

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