reviewCancersJul 13, 2023GOLD OA

Deep Learning for Medical Image-Based Cancer Diagnosis

XJXiaoyan JiangZHZuojin HuSWShuihua Wang‎YZYudong Zhang

Nanjing Normal University · University of Leicester

PubMed
Indexed incrossrefpubmed

Abstract

(1) Background: The application of deep learning technology to realize cancer diagnosis based on medical images is one of the research hotspots in the field of artificial intelligence and computer vision. Due to the rapid development of deep learning methods, cancer diagnosis requires very high accuracy and timeliness as well as the inherent particularity and complexity of medical imaging. A comprehensive review of relevant studies is necessary to help readers better understand the current research status and ideas. (2) Methods: Five radiological images, including X-ray, ultrasound (US), computed tomography (CT), magnetic resonance imaging (MRI), positron emission computed tomography (PET), and…

Citation impact

302
total citations
FWCI
67.20
Percentile
100%
References
494
Citations per year

Authors

4

Topics & keywords

Topics
Keywords
  • Deep learning
  • Artificial intelligence
  • Computer science
  • Transfer of learning
  • Overfitting
  • Segmentation
  • Medical imaging
  • Machine learning
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