Description
This reference text presents the usage of artificial intelligence in healthcare and discusses the challenges and solutions of using advanced techniques like wearable technologies and image processing in the sector.
Features:
- Focuses on the use of artificial intelligence (AI) in healthcare with issues, applications, and prospects
- Presents the application of artificial intelligence in medical imaging, fractionalization of early lung tumour detection using a low intricacy approach, etc
- Discusses an artificial intelligence perspective on wearable technology
- Analyses cardiac dynamics and assessment of arrhythmia by classifying heartbeat using electrocardiogram (ECG)
- Elaborates machine learning models for early diagnosis of depressive mental affliction
This book serves as a reference for students and researchers analyzing healthcare data. It can also be used by graduate and post graduate students as an elective course.
Table of Contents
1. Artificial Intelligence (AI) in Healthcare: Issues, Applications and Future
Sarika Chaudhary, Sugandha Sharma, Shweta Mongia, Khushboo Tripathi
2. Artificial Intelligence in Medical Imaging for Developing Countries: Challenges and Opportunities
Balwinder Singh, Mandeep Singh, Rekha Devi
3. Artificial Intelligence in Medical Imaging
Sehrawat Abhishek, Jaiswal Dhirendra
4. Medical Image Fusion: Transforms Techniques Based Comparative Analysis for Brain Disease
B. Rajalingam, R. Santhoshkumar, P. Deepan, P. Santosh Kumar Patra
5. Artificial intelligence and medical visualization
Nayankumar C. Ratnakar, Beenkumar R. Prajapati, Bhupendra G. Prajapati, Jigna B. Prajapati
6. Machine Learning Models for Early Diagnosis of Depressive Mental Affliction
Chandra Mani Sharma, Rahul Ramanathan Krishnamoorthy, Vijayaraghavan M Chariar
7. Non-Invasive Technique of Breast Cancer Diagnosis Using Interpretation of Fractal Dimension of Cells Nuclei in Buccal Epithelium
D. Klyushin, O. Kravets, K. Golubeva, N. Boroday
8. Fractionalization of Early Lung Tumour Regions and Detection Using a Low Intricacy Approach
Thanushree Latha A S, Pranav M, Hemalatha Karnan
9. Reshaping the Pathology: An AI Perspective
Juhi Dwivedi, Bramah Hazela, Shikha Singh, Pallavi Asthana, Vineet Singh
10. Influence of community mobility habits on the COVID-19 pandemic: A case study on India
Vikas Thada, Shweta Sinha, Utpal Shrivastava
11. Impact of Social Media Platforms on Vaccination Drive during COVID-19 Pandemic in India
Prince Nagpal, Kartikey Gupta, Unnati Rastogi, Jyoti Singh Kirar
12. Pneumonia Detection using Chest X-Ray with the help of Deep Learning
Milind Udbhav, Robin Kumar Attri, Meenu Vijarania, Swati Gupta, Khushboo Tripathi
13. AI Technique from Type CN2 Rule Induction for Industry 4.0 with Healthcare Problem
Samaher Al-Janabi, Ayad Alkaim, Noor Al-Janabi, Ameer M.
14. Artificial Intelligence Issues in Healthcare
Sapna M. Rathod, Nisarg C. Patel, Bhupendra G. Prajapati, Jigna B. Prajapati, Sudarshan Singh
15. Wearable Technologies in AI and Smart HealthCare
Animesh Singh Yadav, Garima Srivastava, Shikha Singh
16. A Heterogeneous Medical Imaging Social Security Analysis in Wireless Sensor Network
Prateek Singhal, Prabhat Kuamr Srivastava, Pawan Singh
17. Wearable Technology: Concepts, Classification and Applications
Vandana Dubey, Priti Kumari, O. P. Singh, G. R. Mishra
18. Analysis Of Cardiac Dynamics And Assessment Of Arrhythmia By Classifying Heartbeat Using Electrocardiogram
Jayanthi Ganapathy, Aunu Singhal, Medha Raghavendra Prasad, Cheekireddy Dhamini, Rishikesh Swaminathan
