Brain Tumor Diagnosis Using Sparrow Search Algorithm Based Deep Learning Model
G. Ignisha Rajathi1, R. Ramesh Kumar2, D. Ravikumar3, T. Joel4, Seifedine Kadry4,5, Chang-Won Jeong6, Yunyoung Nam7,*
Computer Systems Science and Engineering, Vol.44, No.2, pp. 1793-1806, 2023, DOI:10.32604/csse.2023.024674
- 15 June 2022
Abstract Recently, Internet of Medical Things (IoMT) has gained considerable attention to provide improved healthcare services to patients. Since earlier diagnosis of brain tumor (BT) using medical imaging becomes an essential task, automated IoMT and cloud enabled BT diagnosis model can be devised using recent deep learning models. With this motivation, this paper introduces a novel IoMT and cloud enabled BT diagnosis model, named IoMTC-HDBT. The IoMTC-HDBT model comprises the data acquisition process by the use of IoMT devices which captures the magnetic resonance imaging (MRI) brain images and transmit them to the cloud server. Besides,… More >