Deep Learning for Medical Applications with Unique Data

ISBN-13: 9780128241455 / Angielski / Miękka / 2022 / 258 str.

Deepak Gupta; Utku Kose; Ashish Khanna

Spis treści

1. A deep learning approach for the prediction of heart attacks based on data analysis 2. A comparative study on fully convolutional networks-FCN-8, FCN-16, and FCN-32: A case of brain tumor 3. Deep learning applications for disease diagnosis 4. An artificial intelligent cognitive approach for classification and recognition of white blood cells employing deep learning for medical applications 5. Deep learning on medical image analysis on COVID-19 x-ray dataset using an X-Net architecture 6. Early prediction of heart disease using a deep learning approach 7. Machine learning and deep learning algorithms in disease prediction: Future trends for the healthcare system 8. Automatic detection of white matter hyperintensities via mask region-based convolutional neural networks using magnetic resonance images 9. Diagnosing glaucoma with optic disk segmenting and deep learning from color retinal fundus images 10. An artificial intelligence framework to ensure a trade-off between sanitary and economic perspectives during the COVID-19 pandemic 11. Prediction of COVID-19 using machine learning techniques