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Ruijin Hospital, Shanghai Jiao Tong University School of Medicine
Introduction
Ruijin Hospital is a renowned general hospital in Shanghai, China, with the rating of "Grade 3, Class A", the highest rating in the Chinese medical system. The hospital boasts 46 clinical disciplines and 9 public disciplines with a number of world-recognized medical scientists and experts, including Chen Zhu, Wang Zhenyi and Chen Saijuan.
Challenges
Pathological examination is the "gold standard" for cancer diagnosis. However, the lack of qualified pathologists and heavy workloads have always been huge obstacles in the field of pathology. Traditionally, pathologists need to use the naked eye to analyze the pathological section under a microscope. Therefore, misdiagnosis of malignant lesions or abnormal cells is likely to occur due to visual fatigue, which can further influence subsequent treatment recommendations. The Department of Pathology at Ruijin Hospital faces a workload of more than 3,000 cases/day, with yearly cases totaling to 800,000 on average, and the workload is on the rise every year. Tens of thousands of slices screening tasks are assigned to each pathologist, laying a heavy burden on them.
Result
By incorporating high-throughput digital pathology scanners and SenseCare Path AI solution, SenseTime helps Ruijin Hospital digitalize and intelligentize the workflow of pathology department. With digital pathology scanner, physical pathology sections can be transformed to high-resolution digital data which is convenient for digital storage and management. In the meanwhile, SenseCare Path could automatically complete AI calculation overnight via integrating with pathology scanners. Based on advanced deep learning technology, SenseCare Path automatically and precisely screens the benign and malignant slices, and provides accurate segmentation, localization, and classification for various lesions and abnormal cells.
With the assistance of AI, the whole diagnostic process has been shortened from the past 5 days to 2 days, so that pathologists can spare more time on analyzing complex cases. Meanwhile, SenseCare Path has been proven high accuracy that the sensitivity of malignant cases can reach up to 100%, and the negative detection rate exceeds 80%, so that pathologists can not only improve diagnosis efficiency and reduce workload, but also improve the diagnosis accuracy and reduce the possibility of misdiagnosis.
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