Internet of Medical Things: An Effective and Fully Automatic IoT Approach Using Deep Learning and Fine-Tuning to Lung CT Segmentation

Internet of Medical Things: An Effective and Fully Automatic IoT Approach Using Deep Learning and Fine-Tuning to Lung CT Segmentation

Several pathologies have a direct impact on society, causing public health problems. Pulmonary diseases such as Chronic obstructive pulmonary disease (COPD) are already the third leading cause of death in the world, leaving tuberculosis at ninth with 1.7 million deaths and over 10.4 million new occu...

Full description

Bibliographic Details
Main Authors: Luís Fabrício de Freitas Souza, Iágson Carlos Lima Silva, Adriell Gomes Marques, Francisco Hércules dos S. Silva, Virgínia Xavier Nunes, Mohammad Mehedi Hassan, Victor Hugo C. de Albuquerque, Pedro P. Rebouças Filho
Format: Article
Language:English
Published: MDPI AG 2020-11-01
Series:Sensors
Subjects:
deep learning
mask R-CNN
fine-tuning
transfer learning
Image lung segmentation
Online Access:https://www.mdpi.com/1424-8220/20/23/6711

Internet

https://www.mdpi.com/1424-8220/20/23/6711

Similar Items