Intelligent Ultrasonic Diagnosis and Clinical Application: Technical Development and Prospectives
Ultrasound intelligent diagnosis is an emerging technology that combines artificial intelligence (AI) and medical ultrasonography. It has gained significant attention in recent years due to its potential to improve the accuracy and efficiency of medical diagnosis. The core elements of ultrasound art...
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| Format: | Article |
| Language: | English |
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Editorial Office of Advanced Ultrasound in Diagnosis and Therapy
2023-06-01
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| Series: | Advanced Ultrasound in Diagnosis and Therapy |
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| Online Access: | http://www.journaladvancedultrasound.com:81/fileup/2576-2516/PDF/1682659512908-107169657.pdf |
| _version_ | 1797837327574237184 |
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| author | Rendong Chen, PhD, Xiaoqian Wang, BS, Ping Liang, MD, Xiaoping Ouyang, PhD, Dexing Kong, PhD |
| author_facet | Rendong Chen, PhD, Xiaoqian Wang, BS, Ping Liang, MD, Xiaoping Ouyang, PhD, Dexing Kong, PhD |
| author_sort | Rendong Chen, PhD, Xiaoqian Wang, BS, Ping Liang, MD, Xiaoping Ouyang, PhD, Dexing Kong, PhD |
| collection | DOAJ |
| description | Ultrasound intelligent diagnosis is an emerging technology that combines artificial intelligence (AI) and medical ultrasonography. It has gained significant attention in recent years due to its potential to improve the accuracy and efficiency of medical diagnosis. The core elements of ultrasound artificial intelligence are the construction of data and algorithm models. Therefore, developing autonomous and controllable models, algorithms, and data platforms is extremely important. In this paper, we provide a comprehensive review of the current state-of-the-art in ultrasound intelligent diagnosis including the aspects of the construction of ultrasonic database, deep learning techniques in ultrasound intelligent diagnosis, and the clinical application of ultrasound-AI products. With continued advancements in AI and ultrasound imaging technology, we believe ultrasound intelligent diagnosis will be a valuable tool in the hands of healthcare professionals, providing them with more accurate and efficient diagnoses and treatment plans in the coming years. |
| first_indexed | 2024-04-09T15:22:56Z |
| format | Article |
| id | doaj.art-bcba4b18ce26427fabd488c3da580b2e |
| institution | Directory Open Access Journal |
| issn | 2576-2516 |
| language | English |
| last_indexed | 2024-04-09T15:22:56Z |
| publishDate | 2023-06-01 |
| publisher | Editorial Office of Advanced Ultrasound in Diagnosis and Therapy |
| record_format | Article |
| series | Advanced Ultrasound in Diagnosis and Therapy |
| spelling | doaj.art-bcba4b18ce26427fabd488c3da580b2e2023-04-29T04:16:27ZengEditorial Office of Advanced Ultrasound in Diagnosis and TherapyAdvanced Ultrasound in Diagnosis and Therapy2576-25162023-06-0172738110.37015/AUDT.2023.230019Intelligent Ultrasonic Diagnosis and Clinical Application: Technical Development and ProspectivesRendong Chen, PhD, Xiaoqian Wang, BS, Ping Liang, MD, Xiaoping Ouyang, PhD, Dexing Kong, PhD0a School of Mathematical Sciences, Qufu Normal University, Qufu, Shandong, China;b Department of Interventional Ultrasound, the Fifth Medical Center, Chinese PLA General Hospital, Beijing, China;c The State Key Laboratory of Fluid Power and Mechatronic Systems, Zhejiang University, Hangzhou, China;d School of Mathematical Sciences, Zhejiang University, Hangzhou, Zhejiang, ChinaUltrasound intelligent diagnosis is an emerging technology that combines artificial intelligence (AI) and medical ultrasonography. It has gained significant attention in recent years due to its potential to improve the accuracy and efficiency of medical diagnosis. The core elements of ultrasound artificial intelligence are the construction of data and algorithm models. Therefore, developing autonomous and controllable models, algorithms, and data platforms is extremely important. In this paper, we provide a comprehensive review of the current state-of-the-art in ultrasound intelligent diagnosis including the aspects of the construction of ultrasonic database, deep learning techniques in ultrasound intelligent diagnosis, and the clinical application of ultrasound-AI products. With continued advancements in AI and ultrasound imaging technology, we believe ultrasound intelligent diagnosis will be a valuable tool in the hands of healthcare professionals, providing them with more accurate and efficient diagnoses and treatment plans in the coming years.http://www.journaladvancedultrasound.com:81/fileup/2576-2516/PDF/1682659512908-107169657.pdf|ultrasonic images|intelligent diagnosis|image database|deep learning|clinical application |
| spellingShingle | Rendong Chen, PhD, Xiaoqian Wang, BS, Ping Liang, MD, Xiaoping Ouyang, PhD, Dexing Kong, PhD Intelligent Ultrasonic Diagnosis and Clinical Application: Technical Development and Prospectives Advanced Ultrasound in Diagnosis and Therapy |ultrasonic images|intelligent diagnosis|image database|deep learning|clinical application |
| title | Intelligent Ultrasonic Diagnosis and Clinical Application: Technical Development and Prospectives |
| title_full | Intelligent Ultrasonic Diagnosis and Clinical Application: Technical Development and Prospectives |
| title_fullStr | Intelligent Ultrasonic Diagnosis and Clinical Application: Technical Development and Prospectives |
| title_full_unstemmed | Intelligent Ultrasonic Diagnosis and Clinical Application: Technical Development and Prospectives |
| title_short | Intelligent Ultrasonic Diagnosis and Clinical Application: Technical Development and Prospectives |
| title_sort | intelligent ultrasonic diagnosis and clinical application technical development and prospectives |
| topic | |ultrasonic images|intelligent diagnosis|image database|deep learning|clinical application |
| url | http://www.journaladvancedultrasound.com:81/fileup/2576-2516/PDF/1682659512908-107169657.pdf |
| work_keys_str_mv | AT rendongchenphdxiaoqianwangbspingliangmdxiaopingouyangphddexingkongphd intelligentultrasonicdiagnosisandclinicalapplicationtechnicaldevelopmentandprospectives |