Automated detection of leukemia by pretrained deep neural networks and transfer learning: A comparison

•Deep Learning for Leukemia detection.•Pretrained Convolutional Neural Networks for classification.•Leukemia detection without image segmentation and feature extraction.•Automatically classifies Blood smear images into Normal or Leukemia.•Use of 12 different Pretrained Deep Neural Networks and Trans...

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Veröffentlicht in:	Medical engineering & physics 2021-12, Vol.98, p.8-19
Hauptverfasser:	Anilkumar, K.K., Manoj, V.J., Sagi, T.M.
Format:	Artikel
Sprache:	eng
Schlagworte:	Algorithms Artificial Intelligence Blood Smear Images Convolutional Neural Networks Deep Learning Humans Image Processing, Computer-Assisted Leukemia Leukemia - diagnosis Machine Learning Neural Networks, Computer Pretrained Networks
Online-Zugang:	Volltext
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