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This book covers advancements and future challenges in biomedical application development using disruptive technologies like AI, IoT and Signal Processing. Book is divided into 4 main sections namely medical image processing using AI, IoT and biomedical devices, signal processing and electronic health records, and advances with case studies.
List of contents
1: Recent advances of Artificial Intelligence (AI) for Nanobiomedical applications: Trends, Challenges and future prospects
2: Medical Imaging modalities and different image processing techniques- State of the Art Review
3: Prognosis and diagnosis of disease using AI/ML techniques
4: AI Based Approach For Brain Tumor Detection And Classification
5: Prediction & Classification of Alzheimer's Disease using Machine Learning Models
6: Classification of Histopathology Images of Lung Cancer Using Convolutional Neural Network (CNN)
7: Case study on Oropharyngeal Cancer Prediction and Diagnosis and Management based upon MRI, CT scan imaging techniques.
8: Introduction to Smart Healthcare using IoMT
9: A Webcam-based Belt-System for Respiratory and Chest-expansion Measurements
10: A Novel Data Analysis Framework in Smart City Healthcare
11: Evolution of Automatic Epilepsy Detection and Classification Techniques: A Survey
12: Evaluation of Boosting Algorithms for P300 Detection in EEG Signals
13: Comprehensive Study of Brain Computer Interface(BCI) with emphasis on Signal Processing Strategies
14: Fetal Electrocardiogram Extraction using Adaptive Filters Approach
15: Detection of Heart Functioning Abnormalities (Arrhythmia) Using ECG Signals : A Systematic Review
16: Heart Rate Variability Analysis in Healthy Male Subjects with Comprehensive Age Groups
17: Electronic Health Records: Need, Challenges and Future scope
18: Role of EHR in cancer detection: need, challenges and future scope of EHR
19: Implantable Pacemaker Low Power Telemetry Unit
20: Recent Advances in Drug Delivery Systems: MEMS Perspective
21: Estimating the Blood-vessel Response to Vaso-active Agents by Microscope Video Image Processing
22: Organ Donation and Transplantation Challenges, Opportunities and Role of Blockchain
About the author
Swati V. Shinde, Oscar Castillo
Summary
This book covers advancements and future challenges in biomedical application development using disruptive technologies like AI, IoT and Signal Processing. Book is divided into 4 main sections namely medical image processing using AI, IoT and biomedical devices, signal processing and electronic health records, and advances with case studies.
