Human Cancer Diagnosis and Detection Using Exascale Computing.
| Author/creator | Joshi, Kapil |
| Other author | Gupta, Somil Kumar. |
| Format | Electronic |
| Publication Info | Newark : John Wiley & Sons, Incorporated, 2024. |
| Description | 1 online resource (330 pages) |
| Supplemental Content | Direct link to eBook |
| Subjects |
| Contents | Cover -- Title Page -- Copyright Page -- Contents -- Preface -- Chapter 1 Evaluating the Impact of Healthcare 4.0 on the Performance of Hospitals -- 1.1 Introduction -- 1.2 Literature Review -- 1.3 Methodology -- 1.3.1 Selection of the Sample and Characterization -- 1.3.2 Creation of a Data-Gathering Tool and Measures -- 1.3.3 Inspection of the Conceptions' Reliability and Validity -- 1.3.4 Data Evaluation -- 1.4 Result and Discussion -- 1.5 Conclusion -- References -- Chapter 2 Human Breast Cancer Classification Employing the Machine Learning Ensemble -- 2.1 Introduction |
| Contents | 2.1.1 Breast Cancer Symptoms and Signs -- 2.1.2 Breast Cancer Risk Factors -- 2.1.3 Disease Prediction Using Machine Learning -- 2.2 Literature Review -- 2.3 Methodology -- 2.3.1 Bayesian Network -- 2.3.2 Radial Basis Function -- 2.3.3 Ensemble Learning -- 2.3.4 The Suggested Algorithm -- 2.4 Results and Discussion -- 2.5 Conclusion -- References -- Chapter 3 Multi-Objective Differential Development Using DNN for Multimodality Medical Image Fusion -- 3.1 Introduction -- 3.2 Literature Review -- 3.3 Methodology -- 3.3.1 Non-Subsampled Contourlet Transform |
| Contents | 3.3.2 Deep Xception Mode Feature Extraction -- 3.3.3 Differential Evolutions with Several Objectives for Feature Selection -- 3.3.4 Fusion of High-Frequency Bands -- 3.4 Result and Discussion -- 3.4.1 Visual Evaluation -- 3.4.2 Quantitative Research -- 3.5 Conclusion -- References -- Chapter 4 Multimodal Deep Learning Analysis for Biomedical Data Fusion -- 4.1 Introduction -- 4.2 Literature Review -- 4.3 Methodology -- 4.3.1 Early Fusion -- 4.3.2 Intermediate Fusion -- 4.3.3 Late Fusion -- 4.4 Results and Discussion -- 4.5 Conclusion -- References |
| Contents | Chapter 5 Developing Robot-Based Neurorehabilitation Exercises Using a Teaching-Training Process -- 5.1 Introduction -- 5.1.1 Research Gap -- 5.1.2 Research Aim -- 5.2 Literature Review -- 5.3 Research Methodology -- 5.4 Results -- 5.5 Conclusion -- 5.6 Future Research Directions -- References -- Chapter 6 Investigation on Introduction to Heterogeneous Exascale Computing in the Medical Field -- 6.1 Introduction -- 6.1.1 Research Gap -- 6.2 Literature Review -- 6.3 Research Methodology -- 6.4 Results and Discussion -- 6.5 Conclusion -- 6.6 Future Research Direction -- References |
| Contents | Chapter 7 Adoption of Cloud Computing in the Healthcare Field Using the SEM Approach -- 7.1 Introduction -- 7.1.1 Research Gap -- 7.1.2 Research Aim -- 7.2 Literature Review -- 7.3 Research Methodology -- 7.3.1 Research Hypothesis -- 7.3.2 Data Analysis -- 7.4 Results and Discussion -- 7.5 Implications -- 7.6 Conclusion -- 7.7 Future Research Directions -- References -- Chapter 8 Chest X-Ray Analysis for COVID-19 Diagnosis Using an Exascale Computation and Machine Learning Framework -- 8.1 Introduction -- 8.2 Literature Review -- 8.3 Research Methodology -- 8.4 Analysis and Discussion |
| Abstract | This comprehensive volume explores the utilization of exascale computing in the diagnosis and detection of human cancers. It delves into the application of advanced computing technologies, such as machine learning and deep learning, for medical imaging, data fusion, and the treatment of cancer. The book covers various topics including multimodal data analysis, cloud computing in healthcare, and the development of fast computing networks for medical systems. It aims to provide insights into the integration of computational methods with healthcare practices to enhance cancer diagnosis and treatment. The book is intended for researchers, practitioners, and academics in fields of computer science, biomedical engineering, and healthcare technology. Generated by AI |
| General note | Description based upon print version of record. |
| General note | 8.5 Conclusion |
| Issued in other form | Print version: Joshi, Kapil Human Cancer Diagnosis and Detection Using Exascale Computing Newark : John Wiley & Sons, Incorporated,c2024 9781394197675 |
| ISBN | 9781394197699 |
| ISBN | 1394197691 |
| ISBN | 1394197705 |
| ISBN | 9781394197705 |
Availability
| Library | Location | Call Number | Status | Item Actions |
|---|---|---|---|---|
| Electronic Resources | Access Content Online | ✔ Available |