In the medical sector, X-ray, CT, and other medical images are an important basis for the doctor to diagnose diseases. However, it always takes a lot of time and efforts to analyze these medical images, and an accurate analysis mainly relies on the doctor's experience and professional level. Therefore, medical workers have begun to seek computer solutions for assistance. In the early stage of that, traditional medical machine learning technologies were adopted to deal with medical data, but there was a problem of low recognition accuracy. In recent years, the capacity of automatic identification of medical images witnessed leapfrog development with the extensive application of deep learning technologies. Deep learning, a new field of machine learning, is aimed to establish a neural network to simulate the human brain in analysis and learning, and to interpret such data as images, voices, and texts by imitating the human brain's mechanism. The main principle is to integrate the doctor's experience and knowledge into the computer for automatic identification of medical images featuring strong seal-learning ability and high accuracy, by establishing deep neural networks with deep learning technologies based on the big data of medical images.

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When you choose the displays for different applications, including the Medical, Industrial, Transportation, Entertainment, Retail, and Office application.

Quantum dots, general speaking, are tiny semiconductor crystals consisting of a few atoms. Scientific experiments prove that quantum dots can emit light after absorbing energy. By controlling their sizes, they can give off light of different colors. Applications of quantum dots technology in display products are mainly divided into two major categories: Active Matrix Quantum-dot Light Emitting Diode (AMQLED) and quantum dot backlight. AMQLED is a self-luminous display technology without a backlight source. Its light-emitting mechanism is similar incandescent lamp. Quantum dots can give out light by injecting current. The display effect is similar Active-Matrix Organic LED (AMOLED). These two display devices are similar in structure, but their light sources are different. Organic materials are replaced by inorganic quantum dots. AMQLED, featuring high efficiency, energy saving, long service life, and more pure bright color, is the next-generation important display technology.