Sorry to force a wave of chicken soup. Originally, I planned to write a machine learning series last year, but after writing three articles for work and physical reasons, there was no more. In the first half of this year, I was tired to death after doing a big project. In the second half of this year, I just took a breath of relief, so the follow-up that I owed before will definitely continue to be even more. In order not to let everyone worship blindly, I decided to write a series of in-depth study, one article per week, which will end in about three months. Teach Xiaobai how to get started. And finished! All! No! Fei! ! It is not simply to write demo and tuning parameters that are available on the Internet. Reject demo, start with me! If you don't understand, please leave a message under my article. I will try my best to reply when I see it. This series will mainly adopt the in-depth learning framework of PaddlaPaddle, and will compare the advantages and disadvantages of Keras, TensorFlow and MXNET (because I have only used these four frameworks, there are too many people writing TensorFlow, and I am using PaddlePaddle well at present, so I decided to start with this). All codes will be put on github (link: https://github.com/huxiaoman7/PaddlePaddle_code). Welcome to mention issue and star. At present, only the first article () has been written, and there will be more in-depth explanation and code later. At present, I have made a simple outline. If you are interested in the direction, you can leave me a message, and I will refer to the addition ~MDT started relatively late in our country. At present, in some large medical centers such as Beijing, Shanghai, Guangzhou and Chengdu, MDT diagnosis and treatment mode has been relatively standardized and mature, and plays a role as a benchmark to drive MDT diagnosis and treatment work in hospitals in surrounding regions. However, in general, there are still some problems or misunderstandings in the organization and implementation of MDT in our country. For example, MDT is considered a waste of manpower and time and is not paid enough attention. The organization is not standardized and the personnel are not fixed. It is believed that MDT is limited to consultation of difficult cases. Lack of MDT goals and guidelines; MDT decision-making is not carried out; Communication among various disciplines is not enough to reach consensus. Lack of MDT evaluation system, etc. In order to promote the effective organization and implementation of MDT diagnosis and treatment mode in China, the "Multidisciplinary Comprehensive Treatment Professional Committee of Surgeon Branch of Chinese Medical Association" was established in Beijing on May 15, 2015, referred to as "MDT Special Committee of Surgeon Branch of Chinese Medical Association". The main work objectives of MDT Special Committee are: to promote MDT concept, formulate MDT specifications and consensus; Explore the formulation and promotion of executable MDT organizational forms and processes; Through organizing MDT activities in various regions, help improve MDT cooperation spirit and diagnosis and treatment level in hospitals at all levels in China; Strengthen MDT cooperation and communication between hospitals and break down barriers between hospitals; The Internet will be introduced into MDT activities to promote the development of MDT nationwide. It is hoped that through the work of MDT Special Committee, MDT concept will be deeply rooted in the hearts of the people, standardized and reasonable disease treatment will be realized from MDT mode, more doctors will grow from MDT, andFrom the above analysis, it can be seen that this situation can be counted as situation 2, but I feel that it is clearer and more reasonable to separate it separately. When analyzing situation 4, I will also explain some reasons. At the same time, this is also an application of the first two situations. If I understand situation 1 and situation 2, many other situations not mentioned in this article can be explained.有一天，食谱波恩写着烹饪大坝精心守护的所有菜品的做法，被怪盗团偷走了，不得了！故事讲述了冷漠孤独的苏墨在一场突如其来的车祸中险些丧命，恰好遇到会功夫的少女叶欣欣的出手相救活了下来。一年后，少女叶欣欣以实习生的身份进入到了苏墨的公司，苏墨一眼便认出了叶欣欣，而叶欣欣完全没有认出苏墨。 就这样，苏墨一点点靠近叶欣欣，并慢慢爱上了这个大脑简单，做事冲动，但率性正直的可爱姑娘。I found that the experts around me have two skills higher than ordinary people: one is the ability to see problems and the other is the ability to solve problems. For most people, they work very hard but do not get the desired results. Many things, have attitude, but at a loss to come up with a specific solution to the problem. In this era of mobile Internet with great social development and information explosion, it is an inextricable competitive skill for our contemporary people to be able to quickly build an effective knowledge system through some fragmented information points. "Deliberate Practice" and "The Way to Learn" are two good books for us to improve the practice effect.
