Artificial intelligence revolutionizing cancer care : precision diagnosis and patient-centric healthcare - Swarnkar, Suman; Guru, Abhishek; Chhabra, Gurpreet Singh (Boca Raton, FL : CRC Press, 2025)
K-Means Clustering for Knowledge Discovery in Big Data Cancer Research / Pratikkumar Chunawala, Harshvardhan Chunawala -- Applying Reinforcement Learning to Optimize Cancer Treatment Protocols in Machine Learning Frameworks / Rohit R Dixit -- Extraction of Real-Time Data of Breast Cancer Patients and Implementation with ML Techniques / Mitanshi Rastogi, Meenu Vijarania, Neha Goel -- Decoding Images Convolutional Neural Networks in Oncological Medical Imaging / Deepak Rao Khadatkar -- Upholding Ethical Standards in Modern Agriculture : An Examination of Privacy-Preserving Machine Learning Techniques / Priyata Mishra -- The Role of Machine Learning in Remote Cancer Management : A Systematic Review / Rohit R Dixit -- Revolutionizing Cancer Drug Discovery Deep Learning Neural Networks for Accelerated Development / Rupali Vyas, Rajendra Kumar Pandey, Dr. Huma Khan -- Empowering Patients Enhancing Engagement And Self-Care In Cancer Treatment With Bayesian Networks / Priyata Mishra -- Enhancing Cancer Detection and Classification with Ensemble Machine Learning Approaches / Dr. Suman Kumar Swarnkar, Rohit R Dixit -- Ethics, Regulation, and Machine Learning Navigating Oncological AI Deployment with Decision Trees / Mrs. Keshika Jangde, Mrs. Preeti Tuli -- A Comprehensive Review of Big Data Integration and K-Means Clustering in Cancer Research / Harshvardhan Chunawala, Pratikkumar Chunawala -- Applications of Generative Adversarial Networks (GANs) in Healthcare / K. Deeba, D.Vathana, D.Vanusha, Ramaprabha J. -- Performance Analysis of Stochastic Gradient Descent and Adaptive Moment Estimation Optimization Algorithms for Convolutional Neural Networks / Sita Yadav, Dr. Sandeep Chaware -- Enhancing Oncology with Predictive Analytics for Cancer Diagnosis and Treatment with Random Forests / Shashi Kant Mishra, Rajkumar Arugula, Pedhoori Rashmitha, Dr. K. Rajkumar -- Automated Diagnosis of Brain Tumors from MRI Scans Using U-Net Segmentation / Dr. Suman Kumar Swarnkar, Dr. Yogesh Kumar Rathore, Dr. Virendra Kumar Swarnkar.
Includes bibliographical references and index.
Keywords: Neoplasms -- diagnosis; Artificial Intelligence; Neoplasms -- therapy; Patient-Centered Care; Precision Medicine -- methods