Chen Sirui
Xi'an Jiaotong University
5 Papers
12 Citations
Chen Sirui is an academic researcher from Xi'an Jiaotong University. The author has contributed to research in topics: Interface (computing) & Deep learning. The author has an hindex of 1, co-authored 5 publications.
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Papers
Domain Knowledge Guided Deep Atrial Fibrillation Classification and Its Visual Interpretation
Xiaoyu Li,Buyue Qian,Jishang Wei,Xianli Zhang,Chen Sirui,Qinghua Zheng +5 more
- 03 Nov 2019
TL;DR: A domain knowledge guided deep neural network is proposed that uses a deep residual network as a classification framework, within which key feature ~(P-wave and R-peak position) reconstruction tasks are adopted to incorporate domain knowledge in the learning process.
12
Patent
An electronic medical record visualization method and system based on a time axis
Qian Buyue,Zheng Yingqian,Ma Xin,Chen Sirui,Xu Jingqin,Liu Tao,Chen Hang,Zheng Qinghua +7 more
- 18 Jun 2019
TL;DR: In this article, an electronic medical record visualization method and system based on a time axis is presented. And the method comprises the steps: collecting and obtaining patient diagnosis and treatment data in an electronic Medical Record, and building the time axis of the electronic medical Record according to the patient diagnosis, treatment data information; classifying and displaying different diagnosis and event types; and designing a visualization effect according to each event type to realize data decoding and complete visualization of the EHR.
1
Patent
An electrocardiogram classification method and system based on a deep residual network
Qian Buyue,Li Xiaoyu,Liu Tao,Chen Sirui,Li An,Lin Jialiang,Liu Xuan,Lyu Xin,Qinghua Zheng +8 more
- 28 Jun 2019
TL;DR: In this paper, an electrocardiogram classification method and system based on a deep residual network was proposed. And the method comprises the steps: collecting marked EEG data, obtaining EEG sample data, a category label, and a key waveform label; Integrating the three data sets and the corresponding relations among the three datasets into a data set, wherein the data set comprises a training set and a verification set; Constructing a basic residual network, and constructing a branch for reconstructing a keywaveform position at a preset position of a mainnetwork of the basic deep residual
1
Patent
Manifold visualization method for clinical path contrasting and system
Qian Buyue,Xu Jingqin,Li An,Wang Liang,Zheng Yingqian,Chen Sirui,Jishang Wei,Zheng Qinghua +7 more
- 09 Jul 2019
TL;DR: Wang et al. as discussed by the authors presented a manifold visualization method for clinical path contrasting and a system to perform clear contrasting for determining the differences between a personal clinical path and the standard clinical path, thereby improving the accuracy of the clinical path cases.
Patent
A WEB-based development method and system of a configurable form application front end
Qian Buyue,Chen Sirui,Xu Jingqin,Liu Tao,Chen Penggang,Li Xiaoyu,Jishang Wei,Qinghua Zheng +7 more
- 21 Jun 2019
TL;DR: In this paper, a web-based development method and system of a configurable form application front end is presented, which includes the following steps: converting various types of field information in to-be-input data into data structure objects capable of being programmed in web development, wherein the data structure object comprises an input type and a key value attribute.