1st Edition
Machine Learning in Biomedical and Health Informatics Current Applications and Challenges
1. Role of Machine Learning in High-Throughput Screening of Drug Molecules
Dhrity Chawda, Shatabdi Basu, Anushree Das, Koena Mukherjee, and Koel Mukherjee
2. Solving a Capacitated Vehicle Routing Problem with Time Windows Using Dijkstra’s Algorithm: A Case Study on COVID Vaccine Distribution
Siddharth Apoorv, Ayush Shankar, Shubham Chatterjee, and Bappa Acherjee
3. Heart Disease Prediction: A Clustering-Based Clinical Decision Support Approach
Rajendrani Mukherjee, Amartya Chakraborty, Shibaprasad Sen, and Sudip Naskar
4. Application of Fuzzy Tools to Avoid Reoccurrence of Prostate Cancer Post-Treatment
Priya Dubey and Surendra Kumar
5. Machine Learning: A Quantum Leap in Data Mining Modalities for Healthcare Upliftment
Kirti Sharma, Pawan K. Tiwari, K. P. S. Parmar, S. K. Sinha, and Suman Pandey
6. Impact of Matrix Factorization-Based Dimensionality Reduction in the Prediction of Diseases
Ritesh Jha, Vandana Bhattacharjee, and Abhijit Mustafi
7. Applications of Bioinformatics and Machine Learning Algorithms in Survival Analysis of Cancer Patients
Aakansha Singh and Anjana Dwivedi
8. Speech Signal Analysis Using Gammatone-Frequency Cepstral Coefficient for Parkinson's Disease Prediction
Pandit Vivek Kumar Pandey and Sitanshu Sekhar Sahu
9. Evaluating the Performance of Tree-Based Classifiers for Predicting Marginal and Acute Cardiovascular Diseases: A Comprehensive Review
Poonam Moral and Debjani Mustafi
10. Human Health Data Analysis Using Machine Learning
Satya Prakash Singh and Rakshita Dung Dung
11. COVIDIncResNet: An Efficient Approach for CNN-Based COVID Classification Model Using ECG Images
Nandini Kumari, Shamama Anwar, and Vandana Bhattacharjee
12. The Role of Artificial Intelligence in Medical Image Analysis for Disease Diagnosis
Rashmi Kumari, Subhranil Das, Akriti Nigam, and Raghwendra Kishore Singh
13. Application of Machine Learning in Bioinformatics: Capture and Interpret Biological Data
Kirtiman Mahata, Shrestha Sengupta, Manti Biswas, Soumen Ghosh, Ayushman Kumar Banerjee, Soumen Kumar Pati, and Chittabrata Mal
Biography
Sudip Kumar Sahana, PhD, is an Associate Professor of Computer Science and Engineering at the Birla Institute of Technology, Mesra, India. His research and teaching interests include soft computing, computational intelligence, distributed computing, and artificial intelligence. He has authored many articles, research papers, and books and is also an editorial board member and reviewer for several reputed journals. He is also the inventor of five patents in the field of artificial intelligence. He has carried out numerous R&D-sponsored projects of around 1.22 million USD.
Rajendrani Mukherjee, PhD, is an Associate Professor of Computer Systems & Information Technology at the Institute of Engineering and Management of the University of Engineering and Management, Kolkata, India. She was formerly affiliated with the Calcutta Institute of Engineering and Management and with multinational corporations such as IBM and Fuzzy Logix. She has published journal and conference research papers and book chapters and served as a conference session chair.
Panchali Datta Choudhury, PhD, is an Assistant Professor at the University of Engineering and Management, Kolkata, India, in the Department of Computer Science and Technology. She completed her PhD in Computer Science and Engineering at the National Institute of Technology, Durgapur, India. Her research interest includes optical networking and protection management in optical networks. She is a member of the Optical Society of America and IEEE.
Prasenjit Chatterjee, PhD, is Dean (Research and Consultancy) at the MCKV Institute of Engineering, West Bengal, India. He has published over 130 research papers in international journals and peer-reviewed conferences and has authored and edited more than 15 books on intelligent decision-making, supply chain management, optimization techniques, risk, and sustainability modeling. He has received numerous awards for his work. He is editor of several book series.
