How busy are Chinese doctors? Departments, outpatient clinics, and operating tables are connected in series, and in the face of the epidemic, they are even more busy. I really want to crumble every minute to use.
But there is still the pressure of scientific research! Without scientific research achievements, graduation, promotion, and professional title evaluation can only be "goodbye by fate". So I can only race against time to engage in scientific research, dedicate evenings and weekends to get panda eyes, and the amount of hair is becoming scarcer day by day. Alas, I said too many tears.
But there are always a handful of doctors who seem to have too much time to run out! You can see him accepting patients almost every day! On the weekends, the video of dating dog abuse is still posted in the circle of friends, and several SCI articles can be published in a year?
It is also a small first-line doctor, how can they have so much time, can take care of clinical, scientific research and life, and can achieve results so quickly?
How versatile is it? Literature and data crawlers, data automation, statistical analysis, graph visualization, machine learning... These Pythons can all be done!
And even if your English is not good, you have almost forgotten math, and programming is even zero basis! You can also learn Python, after all, even elementary school students are starting to learn it now.
Do not believe? Just come to the free live broadcast room of Lilac Scientific Research!
Lilac Scientific Research invited Tang Jiamei, a doctor of computer science from Kyungbuk University in South Korea, who has ten years of programming experience, to bring you a live broadcast:
4 major Python functions, scientific research efficiency doubled!
Live time: July 28 (Thursday) 19:30
Scan the code to register for the live broadcast now
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What is the live broadcast about?
1. Automatically read and organize massive data, and say goodbye to repeated work!
In clinical research work, it is often necessary to deal with massive amounts of data. In most cases, a piece of data is collated by many different people, so we have many pieces of original data that need to be merged.
If these data are copied, pasted and merged by themselves, it is a waste of time! Learning Python can help you easily organize batch data automatically. Come and learn in the live broadcast room!
2. How to efficiently clean data, remove or replace duplicates and missing values!
After finally sorting out a copy of the original data, when I really wanted to use it, I found that there were too many problems. Some data entries were repeated, and some data were missing. Different people have different input habits and different ways of expressing missing. There are also data indicators that are in the tenths of a cent, hundreds of digits, or only <1000; there is no way to carry out subsequent analysis and processing.
The workload of checking and cleaning these data one by one is no less than that of Yugong Yishan, but by handing over the work to Python, a few lines of code can make the data line up according to your ideas! So amazing, why don't you come to the live room to learn?
3. Let Python help you automatically read and organize electronic medical record data?
I believe everyone must have hated the electronic medical record system of the hospital, right? In the past, sorting out medical records was only laborious and time-consuming to type the data of each case into Excel personally. Not to mention time-consuming, labor-intensive, and boring, some people may enter data inconsistent or wrong due to different work habits, and rework is even more miserable!
Come to the live room to see the teacher teach you how to use Python to help you with these boring and time-wasting data entry tasks!
4. How to let the computer automatically crawl documents in batches? Don't go down by yourself!
Doing scientific research inevitably involves reading a lot of literature, especially if you do meta-analysis or write a review, you really need to download a lot of literature. What do ordinary people do at this time? Different literature databases are searched one by one, and then one by one, waiting for the web page to load slowly.
But how do people who know Python do it? Give Python a good key command, and let it automatically crawl the target document for you and then download it to the specified location, just like the diligent little snail in Plants vs. Zombies, isn't it beautiful!
Scan the code to register for the live broadcast now
