Intelligent Online Medical Annotation Platform Design and Implementation
Journal: Journal of Clinical Medicine Research DOI: 10.32629/jcmr.v6i2.3894
Abstract
There are several challenges in the field of medical image annotation, including stringent annotation standards, high workload, and significant inter-annotator differences. Additionally, the rapid growth of medical image data in China, driven by advancements in the medical industry and the Internet, has posed significant challenges for the annotation process. The increased volume of data has resulted in a doubling of work pressure for annotators and has indirectly affected patient treatment. To address these issues, the project aims to integrate internet technology with annotation tasks, enabling fast and cost-effective labeling. The platform's distinctiveness lies in its integration of internet technology with annotation tasks, providing a fast and cost-effective labeling solution. By leveraging intelligent labeling algorithms, we aim to alleviate the workload of doctors and facilitate efficient and accurate annotations. Our primary objectives include addressing stringent annotation standards, reducing the high workload, and bridging the inter-annotator differences. The platform's key solution focuses on combining efficient labeling methods with internet accessibility, thus presenting a promising approach to the challenges encountered in medical image annotation.
Keywords
Medical image annotation; Internet; Intelligent annotation; Platform
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[1]Li Jinsong, a multi center intelligent medical information platform Zhejiang Province, Zhijiang Laboratory, December 2, 2019
[2]Li Xinrui, Wang Jiaqi, Guo Jiatong, et al. Research on the Construction and Evaluation of a Comprehensive Medical Information Platform Based on Mode Innovation [J]. China New Communications, 2020,22 (15): 75.
[3]Li Huanyu, Lei Qunmi. Integration and Sharing Platform Construction of Obstetrics and Gynecology Medical Information Resources in the Big Data "Cloud Computing" Environment [J]. China New Technology and Products, 2023 (11): 40-43. DOI: 10.13612/j.cnki.cntp.2023.11.038.
[4]Fei Y, Li WQ. APnet, an innovative multidisciplinary medical information platform for acute pancreatitis. Rev Assoc Med Bras (1992). 2019 Feb;65(2):118-122. doi: 10.1590/1806-9282.65.2.118. PMID: 30892431.
[5]Ye Jianchun. Research on Building a Medical Information Service Platform in Local University Libraries [J]. Journal of Huzhou Normal University, 2020,42 (11): 109-114
[6]Wang Bingli, Cai Na Application and development trend of "Internet plus AI" in the medical field [J]. Journal of Shandong University of Technology (Social Science Edition), 2021,37 (03): 24-27
[7]Fang An, Wang Qian, Wang Lei, Yang Chenliu. The System of Patient Medical Data Privacy Protection in China and Its Realistic Challenges [J]. Journal of Medical Informatics, 2020,41 (05): 11-17
[8]Bai Ling, Zhang Shihong. Development Status and Enlightenment of Remote Medicine Abroad [J]. Journal of Medical Informatics, 2020,41 (09): 17-19+30
[9]Wang Qijun, Shi Wenda, Li Yang, Jiang Shu, Cao Zijia Research on service accessibility of smart hospitals under the "Internet plus" model [J]. Journal of Medical Informatics, 2020,41 (02): 48-51
[10]Zhang Yumei, Li Chuanfu, Yin Yanxin, Wu Honghong, Tang Lanfeng, Nie Lili, Xu Zhipeng, Dai Shichen. Information Construction and Application of Image Cloud Remote Medical Platform [J]. Journal of Medical Informatics, 2020,41 (05): 58-61
[11]Zhou Fanfan, Wang Kunhua, Wang Yintao, Meng Yuan, Huang Dong. Research and Design of Image Transmission and Remote Consultation System Based on Cloud Services [J]. Journal of Medical Informatics, 2020,41 (04): 66-69
[12]Sattui SE, Xie F, Wan Z, Clinton C, Domsic RT, Curtis JR. Treatment of Polymyalgia Rheumatica by Rheumatology Providers: Analysis from the ACR Rheumatology Informatics System for Effectiveness registry. Arthritis Care Res (Hoboken). 2023 Aug 10. doi: 10.1002/acr.25216. Epub ahead of print. PMID: 37563714.
[13]Keat-Chuan Ng C, Linus-Lojikip S, Mohamed K, Hss AS. Application of medical information system to identify dengue outbreak factors: Insights from a hyperendemic city in Malaysia. Int J Med Inform. 2023 Sep;177:105162. doi: 10.1016/j.ijmedinf.2023.105162. Epub 2023 Jul 25. PMID: 37549500.
[2]Li Xinrui, Wang Jiaqi, Guo Jiatong, et al. Research on the Construction and Evaluation of a Comprehensive Medical Information Platform Based on Mode Innovation [J]. China New Communications, 2020,22 (15): 75.
[3]Li Huanyu, Lei Qunmi. Integration and Sharing Platform Construction of Obstetrics and Gynecology Medical Information Resources in the Big Data "Cloud Computing" Environment [J]. China New Technology and Products, 2023 (11): 40-43. DOI: 10.13612/j.cnki.cntp.2023.11.038.
[4]Fei Y, Li WQ. APnet, an innovative multidisciplinary medical information platform for acute pancreatitis. Rev Assoc Med Bras (1992). 2019 Feb;65(2):118-122. doi: 10.1590/1806-9282.65.2.118. PMID: 30892431.
[5]Ye Jianchun. Research on Building a Medical Information Service Platform in Local University Libraries [J]. Journal of Huzhou Normal University, 2020,42 (11): 109-114
[6]Wang Bingli, Cai Na Application and development trend of "Internet plus AI" in the medical field [J]. Journal of Shandong University of Technology (Social Science Edition), 2021,37 (03): 24-27
[7]Fang An, Wang Qian, Wang Lei, Yang Chenliu. The System of Patient Medical Data Privacy Protection in China and Its Realistic Challenges [J]. Journal of Medical Informatics, 2020,41 (05): 11-17
[8]Bai Ling, Zhang Shihong. Development Status and Enlightenment of Remote Medicine Abroad [J]. Journal of Medical Informatics, 2020,41 (09): 17-19+30
[9]Wang Qijun, Shi Wenda, Li Yang, Jiang Shu, Cao Zijia Research on service accessibility of smart hospitals under the "Internet plus" model [J]. Journal of Medical Informatics, 2020,41 (02): 48-51
[10]Zhang Yumei, Li Chuanfu, Yin Yanxin, Wu Honghong, Tang Lanfeng, Nie Lili, Xu Zhipeng, Dai Shichen. Information Construction and Application of Image Cloud Remote Medical Platform [J]. Journal of Medical Informatics, 2020,41 (05): 58-61
[11]Zhou Fanfan, Wang Kunhua, Wang Yintao, Meng Yuan, Huang Dong. Research and Design of Image Transmission and Remote Consultation System Based on Cloud Services [J]. Journal of Medical Informatics, 2020,41 (04): 66-69
[12]Sattui SE, Xie F, Wan Z, Clinton C, Domsic RT, Curtis JR. Treatment of Polymyalgia Rheumatica by Rheumatology Providers: Analysis from the ACR Rheumatology Informatics System for Effectiveness registry. Arthritis Care Res (Hoboken). 2023 Aug 10. doi: 10.1002/acr.25216. Epub ahead of print. PMID: 37563714.
[13]Keat-Chuan Ng C, Linus-Lojikip S, Mohamed K, Hss AS. Application of medical information system to identify dengue outbreak factors: Insights from a hyperendemic city in Malaysia. Int J Med Inform. 2023 Sep;177:105162. doi: 10.1016/j.ijmedinf.2023.105162. Epub 2023 Jul 25. PMID: 37549500.
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