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105 results about "Breath sound" patented technology

Electronic stethoscope based on intelligent distinguishing function

InactiveCN102697520AEasy to compare and judgeImprove accuracyStethoscopeHeart soundsElectronic stethoscope
The invention belongs to the technical field of medical machinery, and relates to an electronic stethoscope which is used for auxiliary diagnosis and is capable of intelligently distinguishing physiological parameters, such as heart sounds and breath sounds, judging the types of the heart sounds and the breath sounds, and extracting the disease characteristics. The electronic stethoscope comprises a processor unit, and a signal collection unit, an external drive unit, a storage unit and a data bus interface unit which are connected with the processor unit, wherein the signal collection unit is used for collecting the signals of the heart sounds and the breath sounds and implementing the pre-processing on the signals; the processor unit is used for implementing the pattern recognition algorithms on the heart sounds and the breath sounds, separating the two sounds from each other, intelligently distinguishing and classifying the signals of the heart sounds and the breath sounds, and managing the other hardware units; the storage unit is used for storing the programs and the extension programs thereof, storing the data of the heart sounds and the breath sounds, the standard heart sounds and the breath sounds, and the audition model of each typical case of the disease, and outputting and playing; and the external drive unit and the data bus interface unit are used for implementing external operation function drive and data communication.
Owner:杨百成 +1

Method and system for breath sound identification based on machine learning

The present invention discloses a method and system for breath sound identification based on machine learning. The method comprises the steps: collecting breath sound data of all the auscultation point locations of a plurality of users in different age groups; recording the correlation information matching with each breath sound data, and packaging the matched correlation information and the breath sound data to a breath sound data package; performing deep learning classification of the breath sound data, and obtaining a breath sound machine learning classifier aiming at each age group; and selecting a corresponding breath sound learning classifier to perform data analysis and obtain an analysis result according to the age group to which the obtained real-time breath sound data packet belongs. The breath sound data in different age groups and the matching correlation information are packaged to the breath sound data packet to perform deep learning classification to obtain the breath sound machine learning classifier of each age group so as to perform data analysis of the real-time obtained breath sound data packet and obtain a result, realize accurate and intelligent disease analysis and identification and facilitate assistance of doctor clinic research.
Owner:SUZHOU INST OF BIOMEDICAL ENG & TECH CHINESE ACADEMY OF SCI

Portable wireless electrocardiogram, cardiac sound and breath sound acquisition, display and storage device

The invention relates to a portable wireless electrocardiogram, cardiac sound and breath sound acquisition, display and storage device which comprises a cardiac sound/breath sound sensor, a first low-noise amplifier, a second low-noise amplifier, a signal conditioning circuit, an electrocardiogram sensor, a low and high pass filter, an A/D (Analog to Digital) converter, a CPU (Central Processing Unit) processor, a keyboard, a wireless transmitting/receiving module and an LED indicator light, wherein the cardiac sound/breath sound sensor is connected with the signal conditioning circuit through the first low-noise amplifier and then connected with the CUP processor through the A/D converter; the electrocardiogram sensor is connected with the low and high pass filter through the second low-noise amplifier and then connected with the CPU processor through the A/D converter; and the CPU processor is used for carrying out wireless transmission of signals through the wireless transmitting/receiving module. The device has the characteristics of synchronously acquiring physiological parameter data such as electrocardiograms, cardiac sound, breath sound, and the like of a human body and transmitting the data to a display and storage machine in real time through the wireless transmitting/receiving module, displaying and storing or replaying the electrocardiograms and frequency spectrograms of the cardiac sound and the breath sound and playing the cardiac sound and the breath sound, and providing more visual diagnostic data for doctors; and the device can provide quick diagnosis information of common diseases such as arrhythmia, structural heart diseases, lung diseases, and the like.
Owner:ZHEJIANG HELOWIN MEDICAL TECH

Body status continuously and real-time monitoring system and method

The invention relates to a sound-based body status continuously and real-time monitoring system and method. According to an embodiment, the sound-based body status continuously and real-time monitoring system comprises a sound collecting module, a sound storage module, a sound analyzing module and a sound determining module, wherein the sound collecting module is configured to continuously collecting monitored signals related to sounds produced by a specific body part; the sound storage module is configured to converting the monitored signals into digital sound data and storing the digital sound data; the sound analyzing module is configured to timely cutting the digital sound data into sound fragments and in real time analyze the sound fragments to determine the probability of pathological feature sounds contained in the sound fragments; the sound determining module is configured to determine body status at least on the basis of the probability of the pathological feature sounds. Thesound-based body status continuously and real-time monitoring system can replace medical workers to continuously monitor breath sounds and bowel sounds of a body, intelligently identify abnormal pathological sounds and issue alarming in a visual manner, thereby being applicable to monitoring of intensive care units and postoperative care units.
Owner:南京清科信息科技有限公司

Portable wireless electrocardiogram, heart sound and breath sound acquisition terminal device

The invention relates to a portable wireless electrocardiogram, heart sound and breath sound acquisition terminal device, and the device comprises a heart sound/breath sound sensor, a heart sound and breath sound signal conditioning circuit, an electrocardiogram sensor, an electrocardiogram signal conditioning circuit, an A/D (analog/digital) converter, a CPU (central processing unit) processor, a keyboard, a wireless transmitting/receiving module and an LED (light-emitting diode) indicator lamp, wherein the heart sound/breath sound sensor is connected with the heart sound and breath sound signal conditioning circuit and further connected with the CPU processor through the A/D converter; the electrocardiogram sensor is connected with the electrocardiogram signal conditioning circuit and further connected with the CPU processor through the A/D converter; and the CPU processor can perform wireless transmission of signals through the wireless transmitting/receiving module. The portable wireless electrocardiogram, heart sound and breath sound acquisition terminal device has the characteristics of synchronously acquiring electrocardiogram, heart sound, breath sound and other physiological parameter data of a human body, being capable of providing more intuitive diagnostic data by transmitting the data to a storage display device through the wireless transmitting/receiving module after filtration and signal amplification, giving out rapid diagnostic information for arrhythmia, structural heart diseases, lung diseases and other common diseases.
Owner:ZHEJIANG HELOWIN MEDICAL TECH

Portable wireless electrocardiogram heart sound and breath sound signal display and storage device

The invention discloses a portable wireless electrocardiogram heart sound and breath sound signal display and storage device which comprises a power management module, a touch screen, a CPU processor, a keyboard, a wireless receiving and transmitting module, an LED display, an audio power amplifier, a loudspeaker, an earphone output interface and a special receiving slot for a wireless collection terminal, wherein the CPU processor is wirelessly connected with a wireless electrocardiogram, heart sound and breath sound collection terminal through the wireless receiving and transmitting module and receives electrocardiogram, heart sound and breath sound signals, the CPU processor is internally provided with analysis software, is connected with the LED display which can displays in real time, and is also connected with the audio power amplifier, the loudspeaker and the earphone output interface. The portable wireless electrocardiogram heart sound and breath sound signal display and storage device can receive electrocardiogram, heart sound and breath sound signal data transferred by the wireless electrocardiogram, heart sound and breath sound collection terminal in real time, display, store or playback a cardiogram and a heart sound and breath sound audio spectrogram in real time, play heart sounds and breath sounds, fulfill the function of volume regulation, and supply more intuitive and accurate diagnosis data to a doctor.
Owner:ZHEJIANG HELOWIN MEDICAL TECH

Quick intelligent diagnosis method for infant pneumonia on the basis of hybrid deep learning model

The invention disclose a quick intelligent diagnosis method for the infant pneumonia on the basis of a hybrid deep learning model, and solves the problem that the body of an infant is injured since existing infant pneumonia diagnosis time is overlong or a misdiagnosis happens. The quick intelligent diagnosis method comprises the following steps of: S1: measuring and collecting each piece of physiological index data of the infant, and according to whether the infant suffers from the pneumonia or not, marking the data; S2: carrying out data cleaning and abnormal data rejection on non-breathing audio data, and constructing a dataset used for training a pneumonia diagnosis model; S3: constructing a dataset used for training a rale identification model; S4: carrying out long short-term memory (LSTM) training; and S5: carrying out deep neural network (DNN) training for interpreting each piece of physiological index data of a patient so as to judge whether the patient suffers from the pneumonia or not. According to the quick intelligent diagnosis method disclosed by the invention, the diagnosis rate and the accuracy of the infant pneumonia can be effectively improved, and serious injuriescaused for the body of the infant due to overlong diagnosis waiting time or the misdiagnosis can be avoided.
Owner:HUNAN UNIV

Sound detecting alarm

The invention discloses a sound detecting alarm which comprises a sound detecting module and an SCM control module, wherein the sound detecting module can preset characteristic frequency to be detected by adjusting a knob, detect various characteristic sounds, such as breath sound, footstep sound, impact sound of jewelries, sound emitted by paper medium objects, and the like and generate a trigger signal when detecting the sound at the preset frequency; the SCM control module is used for receiving the trigger signal of the sound detecting module and transmitting a corresponding control command to a voice alarm playing circuit and a wireless transmitting module so that the voice alarm playing circuit and the wireless transmitting module execute an alarm function; the voice alarm playing circuit can prerecord alarm prompting sound and play an alarm prompt under the action of the command of the SCM control module; and the wireless transmitting module transmits wireless information under the action of the command of the SCM control module to realize the effect of long-distance alarm. The invention has simple structure and can be controlled simply, conveniently and flexibly, can intelligently detect the sound at the special frequency, is safe and reliable and is suitable for being popularized and used by families.
Owner:TIANJIN POLYTECHNIC UNIV
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