| General note |
Table of contents:<br/>Front Matter<br/>Pages i-ix<br/>Download chapter PDF <br/>A Systematic Review on Learning Based Models for Automatic Classification of Medical Documents<br/>Suwarna Gothane, B. Sivaneasan, Amjan Shaik, Prasun Chakrabarti<br/>Pages 1-11<br/>A Novel Method for Automatic Detection of Ulcer in Wireless Capsule Endoscopy Images<br/>C. P. Sindhu, Vysak Valsan<br/>Pages 13-26<br/>GAN-Enhanced Deep Learning Framework for High-Precision Lung Nodule Detection and Severity Assessment in CT Images<br/>A. Asuntha, P. K. Dutta, K. Vino Aishwarya<br/>Pages 27-56<br/>Machine Learning Approach to Recognition Human Mental State from EEG Signal<br/>Swati Chowdhuri, Ayushi Bhargav, Ayan Kumar Panja, Amartya Mukherjee<br/>Pages 57-75<br/>Maximizing Accuracy in Alzheimer’s Disease Prediction: A Optuna Hyper Parameter Optimization Strategy Using MRI Images<br/>P. Deepan, G. Prabhakar Reddy, M. Arsha Reddy, R. Vidya, S. Dhiravidaselvi<br/>Pages 77-91<br/>Advanced Deep Learning Models for COVID-19 Prediction: A Multi-convolutional Neural Network Perspective<br/>P. Deepan, Amjan Shaik, R. Santhoshkumar, B. Rajalingam, S. Dhiravidaselvi, N. Arul<br/>Pages 93-109<br/>A Parametric Analysis of Cardiovascular Diseases Detection Methods Using ML Techniques<br/>Marri Sireesha, Anjaiah Adepu, Amjan Shaik, Naga Jyothi<br/>Pages 111-123<br/>Machine Learning Based Disease Classification and Prediction<br/>Sandhya Nadella, Pushkara Annaldas, Sai Aashritha Kalakancheri, Charan Sai Kamsani, Jagruthi Mekala<br/>Pages 125-137<br/>Segmentation of Retinal Blood Vessels and Optic Disc Using Deep Neural Networks: State-Of-The-Art Review<br/>Saba Sheiba, M. Neelakantappa, Amjan Shaik<br/>Pages 139-152<br/>Enhancing Brain Tumor Detection in MR Images Using Modified Few-Shot Learning<br/>Akkipalli Sowjanya, Amjan Shaik<br/>Pages 153-163<br/>An Empirical Study on Lung Cancer Detection and Classification Using Machine Learning and Image Processing Techniques<br/>Kabir Ahmed, Syed Sazzad Ahmed, Abhishek Talukdar, Dipraj Chakrabarty<br/>Pages 165-176<br/>Survey on Depression Detection Using Machine Learning Techniques⋆<br/>Kritika Shrivastava, Arunima Jaiswal, Nitin Sachdeva<br/>Pages 177-187<br/>Generative AI for Enhanced Decision Making in Healthcare 5.0<br/>C. Rajan, H. Blankson<br/>Pages 189-197<br/>Integration of Generative AI System to IoT Based Healthcare Systems 5.0<br/>Janjhyam Venkata Naga Ramesh, Veera Talukdar, Ardhariksa Zukhruf Kurniullah, Sanjiv Kumar Jain, Rohit Anand, Ankur Gupta<br/>Pages 199-217<br/>Beyond Prediction: How Generative AI is Creating New Healthcare Realities<br/>Bablu Pramanik, Debosree Ghosh, Debasree Ghosh, Kaushik Paul<br/>Pages 219-233<br/>Vertical Integration of Data Augmentation Using Generative AI in Medical Imagining for Population Health: Deep Learning Approaches for Transforming Health 5.0<br/>Bhupinder Singh, Pushan Kumar Dutta, Christian Kaunert<br/>Pages 235-253<br/>Securing Healthcare AI: Applied Federal Learning<br/>Md. Nurul Huda, Mohammad Badruddoza Talukder, Sanjeev Kumar<br/>Pages 255-272<br/>Enhancing Healthcare Operations: Harnessing Generative AI for Efficiency and Innovation<br/>Pawan Whig, Pushan Kumar Dutta, Nikhitha Yathiraju, Pronaya Bhattacharya, Iti Batra<br/>Pages 273-287<br/>Transforming Healthcare Operations with Generative AI: Optimizing Resource Allocation, Workflow Management, and Predictive Analytics<br/>Pawan Whig, Pushan Kumar Dutta, Nikhitha Yathiraju, Pronaya Bhattacharya, Seema Sharma<br/>Pages 289-308<br/>Implementation of Novel Voice Cloning Method Based on Comprehensive Review of Voice Cloning Technologies: Methodology, Applications, and Future Directions<br/>Ch Pavan Harshit, Satvik Yadav Elitem, M. Venakata Krishna Reddy<br/>Pages 309-320<br/>Emerging Role of Blockchain in Generative AI for Healthcare Management<br/>Shivi Khanna, Nabanita Ghosh, Sunita Kumar<br/>Pages 321-336<br/>Prioritizing Disease Screening in Health 5:0 and Pandemic Outbreak Management: Hustler Artificial Intelligence Approaches Transforming Population Healthcare<br/>Bhupinder Singh, Pushan Kumar Dutta, Christian Kaunert<br/>Pages 337-356<br/>Predictive Models for Non-communicable Diseases: Exploring the Roles of Machine Learning, Deep Learning, Generative AI, and Optimization<br/>C. Rajeev, Karthika Natarajan<br/>Pages 357-377<br/>Metamorphic Marvels with GAN-Powered Real-Time Image Cartoonification and Transformation for Precision Medicine<br/>BJD Kalyani, Sarabu Neelima<br/>Pages 379-388<br/>Bridging Vision and Technology: The Future of AI in Assisting the Visually Impaired<br/>Abhishek M. Nair, Jettin Daisy Joy, S. Navaneeth, Priya Philip, S. N. Kumar, Vinu Sankar et al.<br/>Pages 389-401<br/>Enhanced Encryption Scheme for Cloud-Based Health Care Data<br/>U. D. Rana, H. P. Gohil<br/>Pages 403-414<br/>Enhancing Healthcare Insights Through Integration of AI and Covering-Based Rough Set Theory in Web Mining<br/>Subrata Paul, Anirban Mitra, Shivnath Ghosh<br/>Pages 415-438<br/>Personal Nutritionist Gui for Diet Recommendation System Using Ensemble Machine Learning Technique Based on User Health Information<br/>P T Sharath, Sasi Gowtham Reddy Sathi, K. Anita Davamani<br/>Pages 439-452<br/>Healthcare Data Encryption Based on Secure AI Model with Computational Analysis Using Machine Learning Algorithms<br/>Nattar Kannan, Ramesh Sundar, M. Rammorthy, Sulaima Lebbe Abdul Haleem, R. Manikandan<br/>Pages 453-476<br/><br/>[https://link.springer.com/book/10.1007/978-3-031-75771-6?page=2#toc] |
