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Can natural language processing help differentiate inflammatory intestinal diseases in China? Models applying random forest and convolutional neural network approaches

机译：自然语言加工可以有助于区分中国的炎症性肠疾病吗？应用随机森林和卷积神经网络方法的模型

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摘要

The flow chart of data processing. a: the pre-processing which would be used later in RF and CNN; b: flow chart of RF; c: flow chart of CNN

机译：数据处理的流程图。答：预处理将在RF和CNN中以后使用; B：RF的流程图; C：CNN的流程图

著录项

期刊名称 BMC Medical Informatics and Decision Making
作者
Yuanren Tong; Keming Lu; Yingyun Yang; Ji Li; Yucong Lin; Dong Wu; Aiming Yang; Yue Li; Sheng Yu; Jiaming Qian;
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作者单位

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年(卷),期 2020(-1),-1
年度 2020
页码 -1
总页数 9
原文格式 PDF
正文语种
中图分类情报学;
关键词

机译：炎症性肠病;肠结结核病;自然语言处理;

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1. Semantic-based padding in convolutional neural networks for improving the performance in natural language processing. A case of study in sentiment analysis [J] . Gimenez Maite, Palanca Javier, Botti Vicent Neurocomputing . 2020,第Feba22期

机译：卷积神经网络中基于语义的填充，用于提高自然语言处理中的性能。情感分析研究案例
2. Prediction of breast cancer distant recurrence using natural language processing and knowledge-guided convolutional neural network [J] . Wang Hanyin, Li Yikuan, Khan Seema A., Artificial intelligence in medicine . 2020,第Nova期

机译：使用自然语言处理和知识引导的卷积神经网络预测乳腺癌远程复发
3. Integration of Random Forest Classifiers and Deep Convolutional Neural Networks for Classification and Biomolecular Modeling of Cancer Driver Mutations [J] . Steve Agajanian, Odeyemi Oluyemi, Gennady M Verkhivker Frontiers in Molecular Biosciences . 2019,第10期

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4. Principles of Gastrointestinal Ultrasound and Differentiation of Small Intestinal Inflammatory and Neoplastic Diseases in Dogs and Cats [C] . American College of Veterinary Internal Medicine Forum Conference . 2018

机译：胃肠内超声原理及狗和猫小肠炎症和肿瘤疾病的分化
5. An Empirical and Theoretical Investigation of Random Reinforced Forests and Shallow Convolutional Neural Networks [D] . Ganta, Nikhil. 2021

机译：随机钢筋林和浅卷积神经网络的实证与理论研究
6. Extraction of radiographic findings from unstructured thoracoabdominal computed tomography reports using convolutional neural network based natural language processing [O] . Mohit Pandey, Zhuoran Xu, Evan Sholle, 2020

机译：利用卷积神经网络基于基于卷积神经网络的自然语言处理提取非结构化胸胚胎计算断层扫描报告的射线照相结果
7. Can natural language processing help differentiate inflammatory intestinal diseases in China? Models applying random forest and convolutional neural network approaches [O] . Yuanren Tong, Keming Lu, Yingyun Yang, 2020

机译：自然语言加工可以有助于区分中国的炎症性肠疾病吗？应用随机森林和卷积神经网络方法的模型

Can natural language processing help differentiate inflammatory intestinal diseases in China? Models applying random forest and convolutional neural network approaches

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