AI Medical Compendium Journal:
Zhongguo yi liao qi xie za zhi = Chinese journal of medical instrumentation

Showing 71 to 80 of 80 articles

[A Domestic Diagnosis System for Early Restless Legs Syndrome Based on Deep Learning].

Zhongguo yi liao qi xie za zhi = Chinese journal of medical instrumentation
Restless legs syndrome,as a common sleep disorder,has nowadays long been diagnosed by self-rating scale and polysomnography.In this paper,a domestic diagnosis system for early restless legs syndrome based on deep learning is proposed,which is suitabl...

[The Role and Requirement of Datasets in the Quality Control of Artifcial Intelligence Medical Device].

Zhongguo yi liao qi xie za zhi = Chinese journal of medical instrumentation
Artificial intelligence is a blooming branch of medical device. Its development and quality control all rely on high quality clinical data. Since there is no established standard or guidance yet, it is important to study how to build and utilize a da...

[Development of Motion Unit of Simulated Intelligent Endotracheal Suctioning Robot].

Zhongguo yi liao qi xie za zhi = Chinese journal of medical instrumentation
A motion unit for sucking robot with a stable motion, convenient operation and process simulation is introduced. The key parameters and process data of the sucking operation were obtained from the clinical work, which provided the basis for the desig...

[Design and Implementation of Portable Abnormal ECG Signal Analysis Instrument Based on Feature Classifcation].

Zhongguo yi liao qi xie za zhi = Chinese journal of medical instrumentation
OBJECTIVES: To collect and analyze the ECG signal in real time, the analog filter and the signal amplifier were used to construct the abnormal signal acquisition and classification system.

[Using Parallel Convolutional Neural Networks for Treatment Position Recognition in X-ray Images].

Zhongguo yi liao qi xie za zhi = Chinese journal of medical instrumentation
Treatment position recognition in medical images is a key technique in medical image processing. Due to the excellent performance of convolutional neural networks on features extraction and classification, an architecture of parallel convolutional ne...

[A Software Platform of Treatment Planning System for Radiotherapy Snake Robot].

Zhongguo yi liao qi xie za zhi = Chinese journal of medical instrumentation
A software platform integrated of radiation treatment planning system and navigation system has been developed for a newly-developed snake robot. This platform is developed in a module-plugin form based on 3D Slicer medical image visualization and an...

[Noninvasive Continuous Blood Pressure Measurement Method Based on EEMD and ANN].

Zhongguo yi liao qi xie za zhi = Chinese journal of medical instrumentation
Blood pressure is an important index to measure the function of human cardiovascular system. In order to solve the problem of non-invasive continuous measurement of blood pressure in electronic sphygmomanometer, a noninvasive blood pressure measureme...

[Short Text Classification of EMR Based on Entities and Dependency Parser].

Zhongguo yi liao qi xie za zhi = Chinese journal of medical instrumentation
Nowadays, text classification and text mining of Electronic Medical Record (EMR) have become the basis of the Big Data research in biomedical fields. This paper proposes a method using entity dictionaries and dependency parser as the feature to do th...

[Determination of Plasticizer DEHP Released from Medical Injection Equipment].

Zhongguo yi liao qi xie za zhi = Chinese journal of medical instrumentation
To established an effective GC-MS /MS method for the contents determination of the residual DEHP in injection equipment, and investigate the effect of the pretreatment on the measurement. To simulate the clinical conditions of use, under the conditio...

[Working Temperature Predication of Artificial Heart Based on Neural Network].

Zhongguo yi liao qi xie za zhi = Chinese journal of medical instrumentation
The purpose of this paper is to achieve a measurement of temperature prediction for artificial heart without sensor, for which the research briefly describes the application of back propagation neural network as well as the optimized, by genetic algo...