Applications of Microwaves in Medicine Leveraging Artificial Intelligence: Future Perspectives
Microwaves are non-ionizing electromagnetic radiation with waves of electrical and magnetic energy transmitted at different frequencies. They are widely used in various industries, including the food industry, telecommunications, weather forecasting, and in the field of medicine. Microwave applicati...
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| Format: | Article |
| Language: | English |
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MDPI AG
2023-02-01
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| Series: | Electronics |
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| Online Access: | https://www.mdpi.com/2079-9292/12/5/1101 |
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| author | Keerthy Gopalakrishnan Aakriti Adhikari Namratha Pallipamu Mansunderbir Singh Tasin Nusrat Sunil Gaddam Poulami Samaddar Anjali Rajagopal Akhila Sai Sree Cherukuri Anmol Yadav Shreya Sai Manga Devanshi N. Damani Suganti Shivaram Shuvashis Dey Sayan Roy Dipankar Mitra Shivaram P. Arunachalam |
| author_facet | Keerthy Gopalakrishnan Aakriti Adhikari Namratha Pallipamu Mansunderbir Singh Tasin Nusrat Sunil Gaddam Poulami Samaddar Anjali Rajagopal Akhila Sai Sree Cherukuri Anmol Yadav Shreya Sai Manga Devanshi N. Damani Suganti Shivaram Shuvashis Dey Sayan Roy Dipankar Mitra Shivaram P. Arunachalam |
| author_sort | Keerthy Gopalakrishnan |
| collection | DOAJ |
| description | Microwaves are non-ionizing electromagnetic radiation with waves of electrical and magnetic energy transmitted at different frequencies. They are widely used in various industries, including the food industry, telecommunications, weather forecasting, and in the field of medicine. Microwave applications in medicine are relatively a new field of growing interest, with a significant trend in healthcare research and development. The first application of microwaves in medicine dates to the 1980s in the treatment of cancer via ablation therapy; since then, their applications have been expanded. Significant advances have been made in reconstructing microwave data for imaging and sensing applications in the field of healthcare. Artificial intelligence (AI)-enabled microwave systems can be developed to augment healthcare, including clinical decision making, guiding treatment, and increasing resource-efficient facilities. An overview of recent developments in several areas of microwave applications in medicine, namely microwave imaging, dielectric spectroscopy for tissue classification, molecular diagnostics, telemetry, biohazard waste management, diagnostic pathology, biomedical sensor design, drug delivery, ablation treatment, and radiometry, are summarized. In this contribution, we outline the current literature regarding microwave applications and trends across the medical industry and how it sets a platform for creating AI-based microwave solutions for future advancements from both clinical and technical aspects to enhance patient care. |
| first_indexed | 2024-03-11T07:28:13Z |
| format | Article |
| id | doaj.art-f88c1f4408004b699be4fc94932112e9 |
| institution | Directory Open Access Journal |
| issn | 2079-9292 |
| language | English |
| last_indexed | 2024-03-11T07:28:13Z |
| publishDate | 2023-02-01 |
| publisher | MDPI AG |
| record_format | Article |
| series | Electronics |
| spelling | doaj.art-f88c1f4408004b699be4fc94932112e92023-11-17T07:31:40ZengMDPI AGElectronics2079-92922023-02-01125110110.3390/electronics12051101Applications of Microwaves in Medicine Leveraging Artificial Intelligence: Future PerspectivesKeerthy Gopalakrishnan0Aakriti Adhikari1Namratha Pallipamu2Mansunderbir Singh3Tasin Nusrat4Sunil Gaddam5Poulami Samaddar6Anjali Rajagopal7Akhila Sai Sree Cherukuri8Anmol Yadav9Shreya Sai Manga10Devanshi N. Damani11Suganti Shivaram12Shuvashis Dey13Sayan Roy14Dipankar Mitra15Shivaram P. Arunachalam16Microwave Engineering and Imaging Laboratory (MEIL), Division of Gastroenterology & Hepatology, Department of Medicine, Mayo Clinic, Rochester, MN 55905, USAMicrowave Engineering and Imaging Laboratory (MEIL), Division of Gastroenterology & Hepatology, Department of Medicine, Mayo Clinic, Rochester, MN 55905, USADepartment of Radiology, Mayo Clinic, Rochester, MN 55905, USADepartment of Radiology, Mayo Clinic, Rochester, MN 55905, USADepartment of Electrical Engineering and Computer Science, South Dakota Mines, Rapid City, SD 57701, USAMicrowave Engineering and Imaging Laboratory (MEIL), Division of Gastroenterology & Hepatology, Department of Medicine, Mayo Clinic, Rochester, MN 55905, USAMicrowave Engineering and Imaging Laboratory (MEIL), Division of Gastroenterology & Hepatology, Department of Medicine, Mayo Clinic, Rochester, MN 55905, USADepartment of Medicine, Mayo Clinic, Rochester, MN 55905, USAMicrowave Engineering and Imaging Laboratory (MEIL), Division of Gastroenterology & Hepatology, Department of Medicine, Mayo Clinic, Rochester, MN 55905, USAMicrowave Engineering and Imaging Laboratory (MEIL), Division of Gastroenterology & Hepatology, Department of Medicine, Mayo Clinic, Rochester, MN 55905, USAMicrowave Engineering and Imaging Laboratory (MEIL), Division of Gastroenterology & Hepatology, Department of Medicine, Mayo Clinic, Rochester, MN 55905, USADepartment of Cardiovascular Medicine, Mayo Clinic, Rochester, MN 55905, USADepartment of Laboratory Medicine and Pathology, Mayo Clinic, Rochester, MN 55905, USAMicrowave Engineering and Imaging Laboratory (MEIL), Division of Gastroenterology & Hepatology, Department of Medicine, Mayo Clinic, Rochester, MN 55905, USAMicrowave Engineering and Imaging Laboratory (MEIL), Division of Gastroenterology & Hepatology, Department of Medicine, Mayo Clinic, Rochester, MN 55905, USAMicrowave Engineering and Imaging Laboratory (MEIL), Division of Gastroenterology & Hepatology, Department of Medicine, Mayo Clinic, Rochester, MN 55905, USAMicrowave Engineering and Imaging Laboratory (MEIL), Division of Gastroenterology & Hepatology, Department of Medicine, Mayo Clinic, Rochester, MN 55905, USAMicrowaves are non-ionizing electromagnetic radiation with waves of electrical and magnetic energy transmitted at different frequencies. They are widely used in various industries, including the food industry, telecommunications, weather forecasting, and in the field of medicine. Microwave applications in medicine are relatively a new field of growing interest, with a significant trend in healthcare research and development. The first application of microwaves in medicine dates to the 1980s in the treatment of cancer via ablation therapy; since then, their applications have been expanded. Significant advances have been made in reconstructing microwave data for imaging and sensing applications in the field of healthcare. Artificial intelligence (AI)-enabled microwave systems can be developed to augment healthcare, including clinical decision making, guiding treatment, and increasing resource-efficient facilities. An overview of recent developments in several areas of microwave applications in medicine, namely microwave imaging, dielectric spectroscopy for tissue classification, molecular diagnostics, telemetry, biohazard waste management, diagnostic pathology, biomedical sensor design, drug delivery, ablation treatment, and radiometry, are summarized. In this contribution, we outline the current literature regarding microwave applications and trends across the medical industry and how it sets a platform for creating AI-based microwave solutions for future advancements from both clinical and technical aspects to enhance patient care.https://www.mdpi.com/2079-9292/12/5/1101microwavesmedicineimagingradiometrytelemetrydiagnostics |
| spellingShingle | Keerthy Gopalakrishnan Aakriti Adhikari Namratha Pallipamu Mansunderbir Singh Tasin Nusrat Sunil Gaddam Poulami Samaddar Anjali Rajagopal Akhila Sai Sree Cherukuri Anmol Yadav Shreya Sai Manga Devanshi N. Damani Suganti Shivaram Shuvashis Dey Sayan Roy Dipankar Mitra Shivaram P. Arunachalam Applications of Microwaves in Medicine Leveraging Artificial Intelligence: Future Perspectives Electronics microwaves medicine imaging radiometry telemetry diagnostics |
| title | Applications of Microwaves in Medicine Leveraging Artificial Intelligence: Future Perspectives |
| title_full | Applications of Microwaves in Medicine Leveraging Artificial Intelligence: Future Perspectives |
| title_fullStr | Applications of Microwaves in Medicine Leveraging Artificial Intelligence: Future Perspectives |
| title_full_unstemmed | Applications of Microwaves in Medicine Leveraging Artificial Intelligence: Future Perspectives |
| title_short | Applications of Microwaves in Medicine Leveraging Artificial Intelligence: Future Perspectives |
| title_sort | applications of microwaves in medicine leveraging artificial intelligence future perspectives |
| topic | microwaves medicine imaging radiometry telemetry diagnostics |
| url | https://www.mdpi.com/2079-9292/12/5/1101 |
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