Machine Learning and Deep Learning Modeling and Algorithms with Applications in Medical and Health Care

Edited by Manoj Diwakar (), Vinayakumar Ravi (), Prabhishek Singh () and Hoang Pham ()

in Springer Series in Reliability Engineering from Springer, currently edited by Hoang Pham

Date: 2025
ISBN: 978-3-031-98728-1
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Chapters in this book:

Enhancing Dysarthric Speech for Improved Clinical Communication: A Deep Learning Approach

A. P. Yeshwanth Balaji, T. R. Eshwanth Karti, K. Nithish Ariyha, J. Vikash and G. Jyothish Lal

Speech-Based Real-World Scene Understanding for Assistive Care of the Visually Impaired

Tarun Sunil, K. Vinod, M. Madhav, Joshua Abraham and G. Jyothish Lal

Medical Image Segmentation with Deep Learning: An Overview

Salma Sabrou, Azidine Guezzaz, Shubashini Rathina Velu, Said Benkirane, Mohamed Eddabbah and Mourade Azrour

Lightweight Generative Model for Synthetic Biomedical Images with Enhanced Quality

T. Taruneshwaran, Sanjay Chidambaram, Parthvi Manoj, S. Sakthi Swaroopan, Sasidharan Divya, V. Sowmya and Vinayakumar Ravi

Pediatric Dental Disease Detection Using X-Ray Image Enhancements and Deep Learning Algorithms

K. Jaidev, M. Vignesh, R. Raveena, Divya Sasidharan, V. Sowmya and Vinayakumar Ravi

Evaluation of Parkinson Disease from MRI Images Using Deep Learning Techniques

Gloria F. Nkondo, U. Snekhalatha and Shubashini Rathina Velu

Analyzing the Effect of Eyes Open and Eyes Closed States on EEG in Parkinson’s Disease with ON and OFF Medication

R. Megha, Divya Sasidharan, V. Sowmya and Vinayakumar Ravi

Automated Detection of Diabetic Retinopathy Using ResNet-50 Deep Learning Model

Ravuri Daniel, Kilari Jyothsna Devi, Bode Prasad, B. Ratna Sunil and G. Naga Deekshitha

Deep Learning Model for Decoding Subcortical Brain Activity from Simultaneous EEG-FMRI Multi-modal Data

Akash Sasikumar, Divya Sasidharan, V. Sowmya and Vinayakumar Ravi

Secure Transmission of Medical Images in IoMT for Smart Cities Using Data Hiding Scheme

Kilari Jyothsna Devi, Ravuri Daniel, Bode Prasad and B. Ratna Sunil

Deep Learning Approaches to Heart Stroke Prediction: Model Evaluation and Insights

B. S. Prashanth, M. V. Manoj Kumar, G. Skhanda Kumar, Rohan Hegde, Sharan Harish and Shalom Vinod

Harnessing Predictive Modeling Techniques for Early Detection and Management of Diseases: Challenges, Innovations, and Future Directions

M. V. Manoj Kumar, H. R. Sneha, B. S. Prashanth and Vishnu Srinivasa Murthy

Fundamentals of Machine Learning and Deep Learning for Healthcare Applications

Swapna Katta, Prabhishek Singh, Deepak Garg and Manoj Diwakar

Automatic Detection of Parkinson Disease Through Various Machine Learning Models

Harendra Singh Negi, Bhawnesh Kumar, Manoj Diwakar, Prabhishek Singh, Tinku Singh and Ishwari Singh Rajput

Transforming Healthcare: The Role of AI and ML in Disease Prediction, Treatment, and Patient Satisfaction

Anuradha Dhull, Anirudh Kataria, Manya Kalra and Akansha Singh

Multi-modality Medical (CT, MRI, Ultrasound Etc.) Image Fusion Using Machine Learning/Deep Learning

Chaitanya Krishna Kasaraneni, Keerthi Guttikonda and Revanth Madamala

Leveraging Digital Devices for Objective Behavioral Health Assessment: Computational Machine Learning Methods for Sleep and Mental Health Evaluation

Anshika Arora, Deepika Vatsa, Aryan Srivastava, Harsh Vardhan Chauhan and Abhay Pratap

Optimizing Medical Image Quality Through Hybrid Machine Learning Techniques and Convolutional Denoising Autoencoders

Manoj Kumar Singh, Vaishali Bhargava, Nidhi Sharma, Vipin Kumar Sharma, Yogita Kaushik, Arnav Kaushik and Jyotsna Ghildiyal Bijawan

Image Segmentation in Multimodal Medical Imaging Using Deep Learning Models

Pradeep Kumar Tripathi, Sarvachan Verma, Birendra Kumar, Achintya Kumar Pandey, Pankaj Singh, Jagendra Singh and Jyotsna Ghildiyal Bijawan

Brain MRI Analysis for Multiple Sclerosis Detection Using Deep Learning Techniques

Ajay Krishan Gairola, Vidit Kumar, Ashok Kumar Sahoo, Manoj Diwakar, Prabhishek Singh and Anchit Bijalwan

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DOI: 10.1007/978-3-031-98728-1

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