A neuro-heuristic approach for recognition of lung diseases from X-ray images

作者：

Highlights：

• Novel approach to automated medical x-ray image evaluation.

• Simplified x-ray image descriptors tailored for respiratory diseases detection.

• Devoted fitness condition for x-ray image processing.

• Tailored neural and heuristic approaches for x-ray images processing.

• Model of intelligent expert system devoted for automated assistance.

摘要

•Novel approach to automated medical x-ray image evaluation.•Simplified x-ray image descriptors tailored for respiratory diseases detection.•Devoted fitness condition for x-ray image processing.•Tailored neural and heuristic approaches for x-ray images processing.•Model of intelligent expert system devoted for automated assistance.

论文关键词：Medical image processing,Clinical decision support,Neural networks,Heuristic methods

论文评审过程：Received 13 August 2018, Revised 24 January 2019, Accepted 25 January 2019, Available online 6 February 2019, Version of Record 26 February 2019.

论文官网地址：https://doi.org/10.1016/j.eswa.2019.01.060