Human cancer diagnosis and detection using exascale computing /

Human Cancer Diagnosis and Detection Using Exascale Computing The book provides an in-depth exploration of how high-performance computing, particularly exascale computing, can be used to revolutionize cancer diagnosis and detection; it also serves as a bridge between the worlds of computational scie...

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Bibliographic Details
Other Authors:	Joshi, Kapil (Editor), Gupta, Somil Kumar (Editor)
Format:	eBook
Language:	English
Published:	Hoboken, NJ : Beverly, MA : Wiley ; Scrivener Publishing, 2024.
Subjects:	Cancer > Diagnosis > Technological innovations. Cancer > Diagnosis > Data processing. Exascale computing.
Online Access:	Connect to the full text of this electronic book

Table of Contents:

Preface
1 Evaluating the Impact of Healthcare 4.0 on the Performance of Hospitals 1 Pramod Kumar, Nitu Maurya, Keerthiraj, Somanchi Hari Krishna, Geetha Manoharan and Anupama Bharti
1.1 Introduction
1.2 Literature Review
1.3 Methodology
1.4 Result and Discussion
1.5 Conclusion
2 Human Breast Cancer Classification Employing the Machine Learning Ensemble 19 Sreenivas Mekala, S. Srinivasulu Raju, M. Gomathi, Naga Venkateshwara Rao K., Kothandaraman D. and Saurabh Sharma
2.1 Introduction
2.2 Literature Review
2.3 Methodology
2.4 Results and Discussion
2.5 Conclusion
3 Multi-Objective Differential Development Using DNN for Multimodality Medical Image Fusion 35 M. Ranjith Kumar, Abhishek Dondapati, Dilip Kumar Sharma, Prakash Pareek, Rajchandar K. and S. Shalini
3.1 Introduction
3.2 Literature Review
3.3 Methodology
3.4 Result and Discussion
3.5 Conclusion
4 Multimodal Deep Learning Analysis for Biomedical Data Fusion 53 Divyanshu Sinha, B. Jogeswara Rao, D. Khalandar Basha, Parvathapuram Pavan Kumar, N. Shilpa and Saurabh Sharma
4.1 Introduction
4.2 Literature Review
4.3 Methodology
4.4 Results and Discussion
4.5 Conclusion
5 Developing Robot-Based Neurorehabilitation Exercises Using a Teaching-Training Process 71 W. Vinu, Sonali Vyas, A. Chandrashekhar, T. Ch. Anil Kumar, T. Raghu and Mohit Tiwari
5.1 Introduction
5.2 Literature Review
5.3 Research Methodology
5.4 Results
5.5 Conclusion
5.6 Future Research Directions
6 Investigation on Introduction to Heterogeneous Exascale Computing in the Medical Field 87 M. Pyingkodi, Raju Shanmugam, Dilip Kumar Sharma, Deepesh Lall, S. Deepan and B. Dasu
6.1 Introduction
6.2 Literature Review
6.3 Research Methodology
6.4 Results and Discussion
6.5 Conclusion
6.6 Future Research Direction
7 Adoption of Cloud Computing in the Healthcare Field Using the SEM Approach 101 R. Chithambaramani, C. Balakumar, Dilip Kumar Sharma, Keyur Patel, Bhavana Jamalpur and M. R. Arun
7.1 Introduction
7.2 Literature Review
7.3 Research Methodology
7.4 Results and Discussion
7.5 Implications
7.6 Conclusion
7.7 Future Research Directions
8 Chest X-Ray Analysis for COVID-19 Diagnosis Using an Exascale Computation and Machine Learning Framework 115 M. Dhinakaran, S. Deivasigamani, Saikat Kar, Nishakar Kankalla, V. Malathy and Saurabh Sharma
8.1 Introduction
8.2 Literature Review
8.3 Research Methodology
8.4 Analysis and Discussion
8.5 Conclusion
9 3D-Printed Human Organ Designs with Tissue Physical Characteristics and Embedded Sensors 135 A. Chandrashekhar, R. Raffik, R. Sridevi, M. Sindhu, Kodela Rajkumar and Tarun Jaiswal
9.1 Introduction
9.2 Literature Review
9.3 Methodology
9.4 Analysis and Discussion
9.5 Conclusion
10 Fast Computing Network Infrastructure for Healthcare Systems Based on 6G Future Perspective 153 Ranjeet Yadav, S. L. Prathapa Reddy, Akshay Upmanyu, Ravi Kumar Sanapala, V. Malathy and Umakant Bhaskar Gohatre
10.1 Introduction
10.2 Literature Review
10.3 Research Methodology
10.4 Analysis and Discussion
10.5 Conclusion
11 Analysis of Multimodality Fusion of Medical Image Segmentation Employing Deep Learning 171 G. Santhakumar, Dattatray G. Takale, Swati Tyagi, Raju Anitha, Mohit Tiwari and Joshuva Arockia Dhanraj
11.1 Introduction
11.2 Literature Review
11.3 Research Methodology
11.4 Results and Discussion
11.5 Conclusion
12 New Perspectives, Challenges, and Advances in Data Fusion in Neuroimaging 185 Pedada Sujata, Dattatray G. Takale, Swati Tyagi, Saniya Bhalerao, Mohit Tiwari and Joshuva Arockia Dhanraj
12.1 Introduction
12.2 Literature Review
12.3 Research Methodology
12.4 Results and Discussion
12.5 Challenges
12.6 Conclusion
13 The Potential of Cloud Computing in Medical Big Data Processing Systems 199 A. Mallareddy, M. Jaiganesh, Sophia Navis Mary, Manikandan K., Umakant Bhaskar Gohatre and Joshuva Arockia Dhanraj
13.1 Introduction
13.2 Literature Review
13.3 Materials and Method
13.4 Result and Discussion
13.5 Conclusion
14 Deep Learning (DL) on Exascale Computing to Speed Up Cancer Investigation 215 D. Rubidha Devi, S. Ashwini, Samreen Rizvi, P. Venkata Hari Prasad, Mohit Tiwari and Joshuva Arockia Dhanraj
14.1 Introduction
14.2 Literature Review
14.3 Research Methodology
14.4 Analysis and Discussion
14.5 Conclusion
15 Current Breakthroughs and Future Perspectives in Surgery Based on AI-Based Computing Vision 227 Suneet Gupta, Madhu Kumar Vanteru, Sanjeevkumar Angadi, Manikandan K., Mohit Tiwari and Joshuva Arockia Dhanraj
15.1 Introduction
15.2 Literature Review
15.3 Research Methodology
15.4 Analysis and Discussion
15.5 Conclusion
16 MRI-Based Brain Tumor Detection Using Machine Learning 239 Vivek Kumar, Pinki Chugh, Bhuprabha Bharti, Anchit Bijalwan, Amrendra Tripathi, Ram Narayan and Kapil Joshi
16.1 Introduction
16.2 Pre-Processing
16.3 Segmentation
16.4 Feature Extraction
16.5 SVM Classifier
16.6 Methodology
16.7 Conclusion
17 Chili Pepper as a Natural Therapeutic Drug: A Review of Its Anticancer and Antioxidant Properties and Mechanism of Action Using the Machine Learning Approach 253 Rachana Joshi, Narinder Kumar, B. S. Rawat, Reena Dhyani, Hemlata Sharma and Rajiv Kumar
17.1 Introduction
17.2 Machine Learning Technique
17.3 Composition Profile
17.4 Reactions of Phytochemicals to Drying and Ripening
17.5 Antioxidant Activity
17.6 Anticancer Activity
17.7 Activities that are Anti-Inflammatory and Relieve Pain
17.8 Activities Controlling Diabetes and Hyperglycemia
17.9 The Impacts of Anticholesteremic Activity on Lipid Metabolism
17.10 Anticlotting Effect
17.11 Antimicrobial Activity
17.12 Immune Checkpoint Signaling
17.13 Suppression of Antitumor Immune Response
17.14 Antigen Masking
17.15 Immune-Based Cancer Therapies
17.16 Other Miscellaneous Medicinal Values
17.17 Conclusion
18 Exascale Computing: The Next Frontier of High-Performance Computing 279 Rashmi M., Girija D.K. and Yogeesh N.
18.1 Introduction
18.2 Exascale Computing
18.3 Exascale Computing Challenges
18.4 Future Lookup
18.5 Conclusion
References
Index.