18 Modern healthcare system: unveiling the possibility of quantum computing in medical and biomedical zones
-
Ayushi Prakash
Abstract
The use of smart technologies such as Quantum Computing has become a transforming weapon in medical and bio medical applications. Quantum computing has proved itself useful in healthcare due to its transformatory and revolutionary ability. Quantum computing offers assurances to create new possibilities for faster, more agile, and mysterious efficiency improvements to all industries, and healthcare is no exception. The healthcare sector needs unprecedented speeds with the aid of quantum technology. Quantum computing will be yet another tool that can be employed to find solutions to diseases like Parkinson, cancer, and other ailments that affect so many lives every day. When we arrive at the more useful stage of quantum computing, one is quite certain that its utilization will be enabling the computers’ ability to lead processes as well as analyze and offer remedies at super speed. Slow and extremely expensive trial procedures are a curse to the pharmaceutical and healthcare companies, affecting the development of new drugs and rollout of implementation timelines. Quantum computing has a lot of uses in healthcare because electronic medical records and ICT-based tools create so much of medical data. There are several reasons why health records need virtual environments where professionals will be able to analyze variables like body fluids, circulation, electrolytes, hormones, metabolism, and skin temperature.
Abstract
The use of smart technologies such as Quantum Computing has become a transforming weapon in medical and bio medical applications. Quantum computing has proved itself useful in healthcare due to its transformatory and revolutionary ability. Quantum computing offers assurances to create new possibilities for faster, more agile, and mysterious efficiency improvements to all industries, and healthcare is no exception. The healthcare sector needs unprecedented speeds with the aid of quantum technology. Quantum computing will be yet another tool that can be employed to find solutions to diseases like Parkinson, cancer, and other ailments that affect so many lives every day. When we arrive at the more useful stage of quantum computing, one is quite certain that its utilization will be enabling the computers’ ability to lead processes as well as analyze and offer remedies at super speed. Slow and extremely expensive trial procedures are a curse to the pharmaceutical and healthcare companies, affecting the development of new drugs and rollout of implementation timelines. Quantum computing has a lot of uses in healthcare because electronic medical records and ICT-based tools create so much of medical data. There are several reasons why health records need virtual environments where professionals will be able to analyze variables like body fluids, circulation, electrolytes, hormones, metabolism, and skin temperature.
Chapters in this book
- Frontmatter I
- Preface V
- Contents VII
- Biographies XI
- List of contributors XIII
- 1 Optimizing the traffic flow in VANETs using deep quantum annealing 1
- 2 Quantum annealing-based routing in UAV network 13
- 3 Cyberbullying detection of social network tweets using quantum machine learning 25
- 4 AI-driven cybersecurity modeling using quantum computing for mitigation of attacks in IOT-SDN network 37
- 5 Machine learning-based quantum modeling to classify the traffic flow in smart cities 49
- 6 IoT attack detection using quantum deep learning in large-scale networks 67
- 7 Quantum transfer learning to detect passive attacks in SDN-IOT 79
- 8 Intrusion detection framework using quantum computing for mobile cloud computing 97
- 9 Fault-tolerant mechanism using intelligent quantum computing-based error reduction codes 109
- 10 Study of quantum computing for data analytics of predictive and prescriptive analytics models 121
- 11 A review of different techniques and challenges of quantum computing in various applications 147
- 12 Review and significance of cryptography and machine learning in quantum computing 159
- 13 An improved genetic quantum cryptography model for network communication 177
- 14 Code-based post-quantum cryptographic technique: digital signature 193
- 15 Post-quantum cryptography for the detection of injection attacks in small-scale networks 207
- 16 RSA security implementation in quantum computing for a higher resilience 219
- 17 Application of quantum computing for digital forensic investigation 231
- 18 Modern healthcare system: unveiling the possibility of quantum computing in medical and biomedical zones 249
- 19 Quantum computing-assisted machine learning to improve the prediction of cardiovascular disease in healthcare system 265
- 20 Mitigating the risk of quantum computing in cyber security era 283
- 21 IoMT-based data aggregation using quantum learning 301
- Index 319
Chapters in this book
- Frontmatter I
- Preface V
- Contents VII
- Biographies XI
- List of contributors XIII
- 1 Optimizing the traffic flow in VANETs using deep quantum annealing 1
- 2 Quantum annealing-based routing in UAV network 13
- 3 Cyberbullying detection of social network tweets using quantum machine learning 25
- 4 AI-driven cybersecurity modeling using quantum computing for mitigation of attacks in IOT-SDN network 37
- 5 Machine learning-based quantum modeling to classify the traffic flow in smart cities 49
- 6 IoT attack detection using quantum deep learning in large-scale networks 67
- 7 Quantum transfer learning to detect passive attacks in SDN-IOT 79
- 8 Intrusion detection framework using quantum computing for mobile cloud computing 97
- 9 Fault-tolerant mechanism using intelligent quantum computing-based error reduction codes 109
- 10 Study of quantum computing for data analytics of predictive and prescriptive analytics models 121
- 11 A review of different techniques and challenges of quantum computing in various applications 147
- 12 Review and significance of cryptography and machine learning in quantum computing 159
- 13 An improved genetic quantum cryptography model for network communication 177
- 14 Code-based post-quantum cryptographic technique: digital signature 193
- 15 Post-quantum cryptography for the detection of injection attacks in small-scale networks 207
- 16 RSA security implementation in quantum computing for a higher resilience 219
- 17 Application of quantum computing for digital forensic investigation 231
- 18 Modern healthcare system: unveiling the possibility of quantum computing in medical and biomedical zones 249
- 19 Quantum computing-assisted machine learning to improve the prediction of cardiovascular disease in healthcare system 265
- 20 Mitigating the risk of quantum computing in cyber security era 283
- 21 IoMT-based data aggregation using quantum learning 301
- Index 319
