Abstract
Background Data was mined with the help of an artificial intelligence system based on Python, data was collected, and a database was established using a Python crawler, and the relationship between the outcome of neurosurgery ICU patients and treatment using traditional Chinese medicine was ascertained through data management and statistical processing. Method The source data cases (n = 2237) were selected. By following the experimental design, data (n = 739) were obtained through artificial intelligence processing, including n = 480 in the group with traditional Chinese medicine treatment and n = 259 in the group without traditional Chinese medicine treatment. An evaluation was carried out using characteristics of patents' ICU stays and summated rating scales. Results There were statistical differences in 5 evaluation items (P < 0.05), and other comparison items also showed data with results favoring the outcomes in the intervention group using traditional Chinese medicine. Discussion. Traditional Chinese medicine as an alternative medical protocol effectively alleviates the stress and treatment fatigue brought about by modern medicine. Artificial intelligence data mining is a favorable medium to quantify this. Python will play a greater role in future clinical research because of its own characteristics.
Highlights
Data was mined with the help of an artificial intelligence system based on Python, data was collected, and a database was established using a Python crawler, and the relationship between the outcome of neurosurgery ICU patients and treatment using traditional Chinese medicine was ascertained through data management and statistical processing
3.1. e Apache II Score (Acute Physiology and Chronic Health Score II) System. e APACHE II score is composed of acute physiology scores, the age score, and chronic health scores
The ICU is limited by a higher level of work intensity needed and greater pressure on the patient, and it often leads to excessive fatigue. is is reflected in the results of patient treatment. e alternative medical protocol of introducing TCM has effectively alleviated the pressure caused by modern healthcare, intensive healthcare, intensive equipment use, and intensive treatment [18]. e above results show the impressive effect that TCM has on the treatment of patients in the neurosurgery ICU and provide an ideal improved treatment solution in the neurosurgery ICU
Summary
Data was mined with the help of an artificial intelligence system based on Python, data was collected, and a database was established using a Python crawler, and the relationship between the outcome of neurosurgery ICU patients and treatment using traditional Chinese medicine was ascertained through data management and statistical processing. The author attempts to explore the role of traditional Chinese medicine in the treatment of neurosurgical ICU patients by looking at clinical research evidence [3, 4]. The appropriate analysis tools need to be selected based on the data information in the data warehouse [5], and the information needs to be processed using statistical methods, case-based reasoning, decision trees, rule-based reasoning, fuzzy sets, even neural networks, and genetic algorithms to obtain useful information for analysis.
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