Fast ABUS CADe/CADx system and thorax x-ray CADx system with Clinical values
ProductI: Fast ABUS CADe/CADx system
The "Fast ABUS CADe/CADx system" designed with the deep learning technology is developed to locate the breast tumor in automatic whole breast ultrasound image (ABUS). Through the one-take and the one-stage detection architecture, our CADe can completely review an ABUS image within 1 second. Our system has properties of high detection rate, low false positive (FP), robustness (tumor size < 1 cm), and high diagnosis accuracy. In detection, it has only 2 FPs in 95% sensitivity, and significantly reduces the detection time, which indicates the system is of great worth in clinical breast examination. In diagnosis, the accuracy rate is up to 89.2%.
Product II: Multi-disease Thorax x-ray CADx system
The "Thorax x-ray CADx system" designed with the deep learning technology can diagnose 14 common thorax diseases in chest x-ray images, including Atelectasis, Consolidation, Infiltration, Pneumothorax, Edema, Emphysema, Fibrosis, Effusion, Pneumonia, Pleural thickening, Cardiomegaly, Nodule, Mass, and Hernia. Efficient image features extractor and enhanced disease correlation information can help analyze x-ray images into different thorax diseases. The CADx achieves better performance (mean AUC = 0.8266) than the state-of-the-art technique (SOTA). It reduces viewer variances, which provide diagnosis results objectively.
Cooperation projects and needs
1. Collaboration: Agents, healthcare providers, and AI hospital. Welcome to consult and collaboration.