Applied smart health care informatics : a computational intelligence perspective Applied smart health care informatics : a computational intelligence perspective /
Sourav De, Rik Das, Siddhartha Bhattacharyya, Ujjwal Maulik
- 1 online resource
Includes index
Table of Contents ; Preface About the Editors List of Contributors [vendor to compile from COP info and contrib. Spreadsheet] Chapter 1 ; An Overview of Applied Smart Health Care Informatics in context of Computational Intelligence Sourav De, Cooch Behar Government Engineering College, Cooch Behar, India Rik Das, Xavier Institute of Social Service, Ranchi, India Chapter 2 ; Artificial Intelligence for Lung Cancer Classification using PET-CT Scan; Kaushik Pratim Das, CHRIST (Deemed to be University), Bangalore, India Chandra J., CHRIST (Deemed to be University), Bangalore, India Nachamai M., Siemens Healthcare Pvt.Ltd, Chapter 3 ; Formal Methods for Security of Medical Devices; Srinivas Pinisetty, Indian Institute of Technology Bhubaneswar, India Nathan Allen, University of Auckland, New Zealand Hammond Pearce, NYU Tandon School of Engineering, USA Mark Trew, University of Auckland, New Zealand Manoj Singh Gaur, Indian Institute of Technology Jammu, India Partha S Roop, University of Auckland, New Zealand Chapter 4 ; Integration of two deep learning models for identifying gene signature in head and neck cancer from multi-omics data analysis; Suparna Saha, SyMeC Data Center, Indian Statistical Institute, Kolkata, India Sumanta Ray, Aliah University, Kolkata, India Sanghamitra Bandyopadhyay, Machine Intelligence Unit, Indian Statistical Institute, Kolkata, India Chapter 5 ; A Study of Computational Learning and IoT Applications to High-Throughput Array-based Sequencing and Medical Imaging data in Drug Discovery and Other Health Care Systems; Soham Choudhuri, Computational Natural Sciences and Bioinformatics, International Institute of Information Technology, Hyderabad, India Saurav Mallik, School of Biomedical Informatics, The University of Texas Health Science Center at Houston, Houston, USA Bhaswar Ghosh, Computational Natural Sciences and Bioinformatics, International Institute of Information Technology, Hyderabad, India Tapas Si, Bankura Unnayani Institute of Engineering, Bankura, India Tapas Bhadra, Aliah University, Kolkata, India Ujjwal Maulik, Jadavpur University, Kolkata, India Aimin Li, School of Computer Science and Engineering, Xi`an University of Technology, China Chapter 6 ; Analysis of Breast Cancer Risk Factors Data: Association Rule Mining based on Ethnic Groups and Classification using Super Learning; Md Faisal Kabir, North Dakota State University, ND, USA Simone A. Ludwig, North Dakota State University, ND, USA Chapter 7 ; Neuro-Rough Hybridization for Recognition of Virus Particles from TEM Images; Debamita Kumar, Machine Intelligence Unit, Indian Statistical Institute, Kolkata, India Pradipta Maji, Machine Intelligence Unit, Indian Statistical Institute, Kolkata, India Chapter 8 ; Neural Network Optimizers for Brain Tumor Image Detection; T. Kalaiselvi, The Gandhigram Rural Institute (Deemed to be University), Tamil Nadu, India S. T. Padmapriya, The Gandhigram Rural Institute (Deemed to be University), Tamil Nadu, India Chapter 9 ; Abnormal Slice Classification from MRI Volumes using Bilateral Symmetry Property of Human Head Scans; Kalaichelvi N., The Gandhigram Rural Institute (Deemed to be University), Tamil Nadu, India T. Kalaiselvi, The Gandhigram Rural Institute (Deemed to be University), Tamil Nadu, India K. Somasundaram, The Gandhigram Rural Institute (Deemed to be University), Tamil Nadu, India Chapter 10 ; Conclusion; Siddhartha Bhattacharyya, Rajnagar Mahavidyalaya, Birbhum, India Index [to be compiled by the Editors at proofreading stage]
"Health care informatics aka medical informatics refers to application of information engineering and management to the field of health care covering essentially the management and use of patient health care information. By means of a multidisciplinary approach, it uses health information technology for the purpose of improving health care by resorting to newer and higher quality opportunities. As per the United States National Library of Medicine (NLM) health informatics is defined as "an interdisciplinary study of the design, development, adoption and application of IT-based innovations in health care services delivery, management and planning. Essentially, it effects the optimization of the acquisition, storage, retrieval, and use of information in health and bio-medicine. Intelligent health care informatics augments the purview of the existing health care amenities by enveloping intelligent technologies to the information engineering aspects. Intelligent analysis of the information therein enhances the overall management as far as usage of resources is concerned"