1st Edition

Swarm Intelligence and Machine Learning Applications in Healthcare

228 Pages 124 B/W Illustrations
by CRC Press

228 Pages 124 B/W Illustrations
by CRC Press

228 Pages 124 B/W Illustrations
by CRC Press

Today the healthcare sector is facing challenges such as detecting the cause of ailments, disease prevention, high operating costs, availability of skilled technicians and infrastructure bottlenecks. Intelligent healthcare management technologies are needed to manage these challenges. Healthcare organizations also need to continuously discover useful and actionable knowledge to gain insight from... Read more

1. An Intelligent Methodology for COVID-19 RISK Prediction using Swarm Intelligence Optimization—A Machine Learning Perspective

V Kakulapati and Sheri Mahender Reddy

2. Impact of COVID Vaccination on the Globe using Data Analytics

Pawan whig, Arun Velu, Rahul Reddy and Pavika Sharma

3. Swarm Intelligence and Machine Learning Algorithms for Cancer Diagnosis

Pankaj Sharma, Vinay Jain and Mukul Tailang
 
4. Applications of Swarm Intelligence and Machine Learning for COVID-19

Anurag and Naren, J

5. Machine Learning for Rural Healthcare

Parveen Kumar Lehana, Chaahat, Akshita Abrol, Priti Rajput and Parul

6. Swarm Intelligence-based Framework for Image Segmentation of Knee MRI Images for Detection of Bone Cancer

Sujatha Jamuna Anand, C Tamilselvi, Dahlia Sam, C Kamatchi, Nibedita Dey and K Sujatha

7. Swarm Optimization and Machine Learning to Improve the Detection of Brain Tumor

Anjum Nazir Qureshi

8. Analysis of Machine Learning Algorithms for Prediction of Diabetes

Amartya Bhattacharya and Rupam Kumar Roy

9. Swarm Intelligence for Diagnosis of Arrhythmia and Cardiac Stenosis

K Sujatha, NPG Bhavani, B Latha, K Senthil Kumar, T Kavitha, U Jayalatsumi, A Kalaivani, V Srividhya and B Rengammal Sankari

10. Design and Development of Covid-19 Pandemic Situation-based Contactless Automated Teller Machine Operations

P Sivaram, Nandhagopal SM, C Devaraj Verma and Durga Shankar Baggam

11. Scope of Optimization in Plant Leaf Disease Detection using Deep Learning and Swarm Intelligence

Vishakha A Metre and Sudhir D Sawarkar

12. Automatic Speech Analysis of Conversations for Dementia Detection Using Bi-LSTM Model

Neha Shivhare, Aditi Rai, Shanti Rathod and M R Khan

Biography

Shikha Agarwal, Dac-Nhuong Le