The early disease screening and prevention module in our artificial intelligence system, based on deep learning technology, can quickly process massive medical data, accurately locate the lesion, analyze the condition, provide decision assistance, and improve the efficiency and accuracy of doctors.
The early disease screening and prevention module based on deep learning, annotating data with professional medical knowledge, mining and training a disease classification network, which constitutes a classification model and disease recognition model for different lesions. This module mainly includes Gesture recognition, Fundus photography analysis and Open chromatin regions analysis, can quickly detect a variety of eye diseases that threaten vision, diagnose cancer and prevent blindness, so that patients can prevent the disease from worsening in advance.
Figure 1 Gesture Recognition Pipeline (nickgillian.com)
Figure 2 Flowchart of the ensemble-based system for retinal image analysis (Renátó Besenczi, et al. 2016)
Figure 3 Overview of the SCALE framework (Xiong L, Xu K, Tian K, et al. 2019)
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