Cognitive Internet of Medical Things for Smart Healthcare: Services and Applications (Studies in Systems, Decision and Control Book 311)

This book aims to provide a detailed understanding of IoMT-supported applications while engaging premium smart computing methods and improved algorithms in the field of computer science. It contains thirteen chapters discussing various applications under the umbrella of the Internet of Medical Things. These applications geared towards IoMT cloud analysis, machine learning, computer vision and deep learning have enabled the evaluation of the proposed solutions. Front Matter ....Pages i-xiii A Review of Applications, Security and Challenges of Internet of Medical Things (Shashank Kumar, Arjit Kaur Arora, Parth Gupta, Baljit Singh Saini)....Pages 1-23 IoT Enabled Technology in Secured Healthcare: Applications, Challenges and Future Directions (Sukriti Goyal, Nikhil Sharma, Bharat Bhushan, Achyut Shankar, Martin Sagayam)....Pages 25-48 A Comparative Analysis of Image Denoising Problem: Noise Models, Denoising Filters and Applications (Subrato Bharati, Tanvir Zaman Khan, Prajoy Podder, Nguyen Quoc Hung)....Pages 49-66 Applications and Challenges of Cloud Integrated IoMT (Subrato Bharati, Prajoy Podder, M. Rubaiyat Hossain Mondal, Pinto Kumar Paul)....Pages 67-85 Optimal SVM Based Brain Tumor MRI Image Classification in Cloud Internet of Medical Things (S. Chidambaranathan, A. Radhika, Veeraraghavan Vishnu Priya, Surapaneni Krishna Mohan, M. G. Gireeshan)....Pages 87-103 An Effective Fuzzy Logic Based Clustering Scheme for Edge-Computing Based Internet of Medical Things Systems (V. Sellam, N. Kannan, H. Anwer Basha)....Pages 105-116 Automated Internet of Medical Things (IoMT) Based Healthcare Monitoring System (Velmurugan Subbiah Parvathy, Sivakumar Pothiraj, Jenyfal Sampson)....Pages 117-128 Deep Belief Network Based Healthcare Monitoring System in IoMT (B. Raghavendrarao, C. Sivaprakash, M. G. Gireeshan, A. Shajahan, S. Prasanth)....Pages 129-144 An IoMT Assisted Heart Disease Diagnostic System Using Machine Learning Techniques (K. Divya, Akash Sirohi, Sagar Pande, Rahul Malik)....Pages 145-161 QoS Optimization in Internet of Medical Things for Sustainable Management (Ashu Gautam, Rashima Mahajan, Sherin Zafar)....Pages 163-179 An Intelligent Internet of Medical Things with Deep Learning Based Automated Breast Cancer Detection and Classification Model (Mahantesh Mathapati, S. Chidambaranathan, Abdul Wahid Nasir, G. Vimalarani, S. Sheeba Rani, T. Gopalakrishnan)....Pages 181-193 Internet of Medical Things (IoMT) Enabled Skin Lesion Detection and Classification Using Optimal Segmentation and Restricted Boltzmann Machines (A. Peter Soosai Anandaraj, V. Gomathy, A. Amali Angel Punitha, D. Abitha Kumari, S. Sheeba Rani, S. Sureshkumar)....Pages 195-209 An IOT Based Medical Tracking System (IMTS) and Prediction with Probability of Infection (Amit Sinha, Ashwin Perti, Suneet Kumar Gupta)....Pages 211-227