2.Electrocardiogram classification algorithm based on CvT-13 and multimodal image fusion.
Guoquan LI ; Shuangqing ZHU ; Zitong LIU ; Jinzhao LIN ; Yu PANG
Journal of Biomedical Engineering 2023;40(4):736-742
Electrocardiogram (ECG) signal is an important basis for the diagnosis of arrhythmia and myocardial infarction. In order to further improve the classification effect of arrhythmia and myocardial infarction, an ECG classification algorithm based on Convolutional vision Transformer (CvT) and multimodal image fusion was proposed. Through Gramian summation angular field (GASF), Gramian difference angular field (GADF) and recurrence plot (RP), the one-dimensional ECG signal was converted into three different modes of two-dimensional images, and fused into a multimodal fusion image containing more features. The CvT-13 model could take into account local and global information when processing the fused image, thus effectively improving the classification performance. On the MIT-BIH arrhythmia dataset and the PTB myocardial infarction dataset, the algorithm achieved a combined accuracy of 99.9% for the classification of five arrhythmias and 99.8% for the classification of myocardial infarction. The experiments show that the high-precision computer-assisted intelligent classification method is superior and can effectively improve the diagnostic efficiency of arrhythmia as well as myocardial infarction and other cardiac diseases.
Humans
;
Electrocardiography
;
Heart Diseases
;
Myocardial Infarction/diagnostic imaging*
;
Algorithms
;
Electric Power Supplies
3.Practical Optimization and Application of Time-delay Exposure System for Mobile Digital Radiography Equipment.
Zhihao FU ; Chao DU ; Chuanjun XU ; Yuting TIAN
Chinese Journal of Medical Instrumentation 2023;47(6):695-697
This study introduced a time-delay exposure system independent of the mobile digital radiography equipment. The system consisted of lithium battery, delay control circuit, micro electric motor and related auxiliary facilities. When the starting time was reached through the delay circuit, the motor pushed out the rod to squeeze the exposure button and completed the exposure. The accessories used in this system were easy to purchase and cheap. At the same time, the technology was mature and had good compatibility. The exposure success rate was high and the exposure effect was satisfactory. This time-delay exposure system had good practicability and popularization value.
Radiographic Image Enhancement
;
Technology
;
Electric Power Supplies
4.Recent progress in vestibular prosthesis.
Peng HAN ; Huandi ZHAO ; Ling ZHANG ; Zichen CHEN ; Yuzhong ZHANG ; Sulin ZHANG ; Pengyu REN ; Qing ZHANG
Journal of Clinical Otorhinolaryngology Head and Neck Surgery 2023;37(10):848-852
Bilateral vestibulopathy(BVP) is one of the common diseases in the vestibular nervous system, with an incidence rate of about 4%-7% in the population, which can lead to a variety of body dysfunctions. At present, there are two main treatment methods for BVP. One is vestibular rehabilitation. However, only part of BVP patients can finally benefit from vestibular rehabilitation, and most patients will remain with permanent vestibular dysfunction. Benefiting from the maturity of cochlear implant technology, European and American countries took the lead in the development of vestibular prosthesis(VP) technology to restore the vestibular function in patients with BVP. This review will focus on the development history, principles, future applications and the related research progress of VP in China.
Humans
;
Bilateral Vestibulopathy/therapy*
;
Cochlear Implants
;
Vestibule, Labyrinth
;
Cochlear Implantation
;
China
5.Research progress of button battery ingestion in children.
Feng Zhen ZHANG ; Qing Chuan DUAN ; Gui Xiang WANG ; Jing ZHAO ; Hua WANG ; Hong Bin LI ; Xin NI ; Jie ZHANG
Chinese Journal of Otorhinolaryngology Head and Neck Surgery 2023;58(4):394-398
Child
;
Humans
;
Infant
;
Esophagus
;
Electric Power Supplies
;
Eating
;
Foreign Bodies
7.Characteristics of responsiveness of cochlear nerve to electrical stimulation in patients with cochlear nerve deficiency.
Xiu Hua CHAO ; Jian Fen LUO ; Rui Jie WANG ; Zhao Min FAN ; Hai Bo WANG ; Lei XU
Chinese Journal of Otorhinolaryngology Head and Neck Surgery 2023;58(7):657-665
Objectives: This study aimed to evaluate the responsiveness of cochlear nerve to electrical stimulation in patients with cochlear nerve deficiency(CND), to compare their results with those measured in implanted children with normal-sized cochlear nerves, and to investigate the characteristics of the cochlear nerve injury of children with CND. Methods: Participants were children who underwent cochlear implantation at Shandong Provincial ENT Hospital from January 2012 to January 2020, including CND group and control group. The CND group included 51 subjects (male:20; female: 31) who were diagnosed with CND and had normal cochlea. For the CND group, four children had been bilaterally implanted, the mean implantation age was (2.7±1.5) years old. The control group included 21 subjects (male:10; femal:11) who had normal-sized cochlear nerve and normal cochlea. For the control group, all children had been unilaterally implanted except one, and the mean implantation age was (3.0±1.9)years old. Three subjects in the CND group used CI422 electrode arrays, and all the other subjects used CI24RECA/CI512 electrode arrays. The electrically evoked compound action potentials (ECAP) had been tried to record for each electrode using Custom Sound EP software (v. 4.3, Cochlear Ltd.) at least six months post first activation. Furthermore, ECAP amplitude growth functions (AGF) were measured at multiple electrode locations across the electrode array. Generalized linear mixed effect models with the subject group and electrode location as the fixed effects and subjects as the random effect were used to compare results of ECAP measurements. Results: In the control group, ECAP could been recorded at all electrodes (100%), but it could only be recorded in 71% (859/1 210) electrodes in the CND group. Additionally, the percentage of electrodes with measurable ECAP decreased from electrode 1 to electrode 22 in the CND group. Compared to the control group, the ECAP thresholds significantly increased, the ECAP amplitudes and AGF slopes significantly decreased, and the ECAP latency significantly increased in the CND group (P<0.01). GLMM showed that the stimulating site had a significant effect on the ECAP threshold, maximum amplitude, and AGF slope (P<0.01), but had no significant effect on the ECAP latency (P>0.05) in the CND group. However, the stimulating site had no significant effects on the ECAP measurements in the control group. Furthermore, the functional status of cochlear nerve varied greatly among CND group. From electrode 1 to electrode 22, the ECAP thresholds gradually increased, the ECAP maximum amplitudes and AGF slopes gradually decreased in the CND group. Conclusion: Compared with patients with normal-sized cochlear nerve, not only the number of residual spinal ganglion neurons reduce,but also the function of spinal ganglion neurons damages in CND patients. The degree of cochlea nerve deterioration varies greatly among CND patients. Generally, the deterioration of cochlear nerve tends to increase from the basal to the apical site of the cochlea.
Child, Preschool
;
Female
;
Humans
;
Infant
;
Male
;
Cochlea
;
Cochlear Implantation/methods*
;
Cochlear Implants
;
Cochlear Nerve
;
Electric Stimulation
;
Evoked Potentials, Auditory/physiology*
8.Chinese emergency expert consensus on bedside temporary cardiac pacing (2023).
EMERGENCY MEDICINE BRANCH OF CHINESE MEDICAL ASSOCIATION ; BEDSIDE TEMPORARY CARDIAC PACING CONSENSUS EMERGENCY EXPERT GROUP
Chinese Critical Care Medicine 2023;35(7):678-683
Temporary cardiac pacing is an essential technique in the diagnosis and treatment of arrhythmias. Due to its urgency, complexity, and uncertainty, it is necessary to develop an evidence-based emergency operation norms. Currently, there is no specific consensus guidelines at home or abroad. The Emergency Branch of Chinese Medical Association organized relevant experts to draft the Chinese emergency expert consensus on bedside temporary cardiac pacing (2023) to guide the operation and application of bedside cardiac pacing. The formulation of the consensus adopts the consensus meeting method and the evidentiary basis and recommendation grading of the Oxford Center for Evidence-based Medicine in the United States. A total of 13 recommendations were extracted from the discussion on the methods of bedside temporary cardiac pacing, the puncture site of transvenous temporary cardiac pacing, the selection of leads, the placement and placement of leads, pacemaker parameter settings, indications, complications and postoperative management. The recommended consensus includes the choice between transcutaneous and transvenous pacing, preferred venous access for temporary transvenous pacing, the target and best guidance method for implantation of bedside pacing electrodes, recommended default pacemaker settings, recommended indications for sinoatrial node dysfunction, atrioventricular block, acute myocardial infarction, cardiac arrest, ventricular and supraventricular arrhythmias. They also recommended ultrasound guidance and a shortened temporary pacing support time to reduce complications of temporary transvenous cardiac pacing, recommended bedrest, and anticoagulation after temporary transvenous pacing. Bedside temporary cardiac pacing is generally safe and effective. Accurate assessment, correct selection of the pacing mode, and timely performance of bedside temporary cardiac pacing can further improve the survival rate and prognosis of related emergency patients.
Humans
;
Cardiac Pacing, Artificial/methods*
;
Pacemaker, Artificial
;
Arrhythmias, Cardiac/therapy*
;
Myocardial Infarction/therapy*
;
Electrodes
9.Cochlear electrode array misplacement into the superior semicircular canal: a case report and literature review.
Chen SUN ; Zhenghua HUANG ; Yingxue MA ; Ye GU ; Qi LI
Journal of Clinical Otorhinolaryngology Head and Neck Surgery 2023;37(4):310-312
Electrode array misplacement is a rare complication of cochlear implant. This article reports an 11-year-old boy who was mistakenly implanted the cochlear electrode array into the superior semicircular canal during the initial cochlear implant. After the diagnosis was confirmed, he underwent a second cochlear implant and the electrode array were successfully implanted into the cochlea. This article conducted a systematic review of the literature on electrode array misplacement, and the causes of electrode array misplacement were analyzed from different implantation position.
Male
;
Humans
;
Child
;
Electrodes, Implanted
;
Reoperation
;
Cochlea
;
Cochlear Implantation
;
Cochlear Implants/adverse effects*
;
Semicircular Canals/surgery*
10.Application of intraoperative CT-assisted positioning in difficult cases of cochlear implantation.
Fan ZHANG ; Xing LU ; Wenjing ZHANG ; Lu LI ; Han XUAN ; Zhaobing QIN
Journal of Clinical Otorhinolaryngology Head and Neck Surgery 2023;37(5):329-333
Objective:To report the experience of using CT-guided cochlear implant surgery in difficult cases such as severe inner ear deformities and anatomical abnormalities, and to discuss the application value of intraoperative CT-assisted localization in difficult cases of cochlear implant surgery. Methods:Retrospectively analyzed the clinical data of 23 cases of difficult cochlear implant surgery cases completed by our team with the assistance of intraoperative CT, and collected their medical data, including preoperative imaging manifestations, surgical conditions, and intraoperative imaging images for evaluation. Results:During the study period, 23 difficult cases(27 ears) underwent cochlear implantation under the guidance of intraoperative CT, and 4 cases were bilaterally implanted. Including 6 cases of incomplete segmentation type Ⅰ(IP-Ⅰ), 1 case of incomplete segmentation type Ⅱ(IP-Ⅱ), 10 cases of incomplete segmentation type Ⅲ(IP-Ⅲ), 3 cases of common cavity deformity(CC) and 3 cases of cochlear ossification after meningitis. Facial nerve anatomy was abnormal in 9 cases, cerebrospinal fluid "blowout" was serious in 14 cases, electrode position was abnormal in 3 cases requiring intraoperative adjustment of electrode position, anatomical difficulties required intraoperative CT to assist in finding anatomical landmarks in 2 cases, and electrodes were not fully implanted in 3 cases. Conclusion:When faced with difficult cases with challenging and complex temporal bone anatomy, intraoperative CT can accurately evaluate the electrode position and provide intraoperative anatomical details, allowing immediate adjustment of the electrode position if necessary, providing safety guarantee for difficult cases of cochlear implant surgery and ensure accurate implantation of electrodes.
Humans
;
Cochlear Implantation/methods*
;
Retrospective Studies
;
Tomography, X-Ray Computed/methods*
;
Cochlea
;
Cochlear Implants

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