Deep Learning in Biomedical Signal and Medical Imaging is popular PDF and ePub book, written by Ngangbam Herojit Singh in 2024-08-20, it is a fantastic choice for those who relish reading online the Computers genre. Let's immerse ourselves in this engaging Computers book by exploring the summary and details provided below. Remember, Deep Learning in Biomedical Signal and Medical Imaging can be Read Online from any device for your convenience.
Deep Learning in Biomedical Signal and Medical Imaging Book PDF Summary
This book offers detailed information on biomedical imaging using Deep Convolutional Neural Networks (Deep CNN). It focuses on different types of biomedical images to enable readers to understand the effectiveness and the potential. It includes topics such as disease diagnosis, and image processing perspectives. Deep Learning in Biomedical Signal and Medical Imaging discusses classification, segmentation, detection, tracking, and retrieval applications of non-invasive methods such as EEG, ECG, EMG, MRI, fMRI, CT, and X-RAY, amongst others. It surveys the most recent techniques and approaches in this field, with both broad coverage and enough depth to be of practical use to working professionals. It includes examples of the application of signal and image processing employing Deep CNN to Alzheimer, Brain Tumor, Skin Cancer, Breast Cancer, and stroke prediction, as well as ECG and EEG signals. This book offers enough fundamental and technical information on these techniques, approaches, and related problems without overcrowding the reader's head. It presents the results of the latest investigations in the field of Deep CNN for biomedical data analysis. The techniques and approaches presented in this book deal with the most important and/or the newest topics encountered in this field. They combine the fundamental theory of Artificial Intelligence (AI), Machine Learning (ML, ) and Deep CNN with practical applications in Biology and Medicine. Certainly, the list of topics covered in this book is not exhaustive but these topics will shed light on the implications of the presented techniques and approaches on other topics in biomedical data analysis. The book is written for graduate students, researchers, and professionals in biomedical engineering, electrical engineering, signal process engineering, biomedical imaging, and computer science. The specific and innovative solutions covered in this book for both medical and biomedical applications are critical to scientists, researchers, practitioners, professionals, and educators who are working in the context of the topics.
Detail Book of Deep Learning in Biomedical Signal and Medical Imaging PDF
- Author : Ngangbam Herojit Singh
- Release : 20 August 2024
- Publisher : Unknown
- ISBN : 1032622601
- Genre : Computers
- Total Page : 0 pages
- Language : English
- PDF File Size : 17,8 Mb
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