Electrocardiography has added value to automatically detect seizures in temporal lobe epilepsy (TLE) patients. The wired hospital system is not suited for a long-term seizure detection at home. To address this need, the performance of two wearable devices, based on electrocardiography (ECG) and photoplethysmography (PPG), are compared with ECG using an existing algorithm. This algorithm classifies basis heart rate features, extracted from increase. was applied recordings 11 patients setting...

A wearable electroencephalogram (EEG) device for continuous monitoring of patients suffering from epilepsy would provide valuable information the management disease. Currently no EEG setup is small and unobtrusive enough to be used in daily life. Recording behind ear could prove a solution setup. This article examines feasibility recording epileptic ear. It achieved by comparison with scalp recordings. Traditional behind-the-ear were simultaneously acquired 12 temporal, parietal, or...

The study investigated the possibility of identifying speed an imagined movement from EEG recordings in amyotrophic lateral sclerosis (ALS) patients. signals were acquired four ALS patients during imagination wrist extensions at two speeds (fast and slow), each repeated up to 100 times random order. movement-related cortical potentials (MRCPs) averaged sensorimotor rhythm associated with tasks obtained recordings. Moreover, offline single-trial classification was performed discrete wavelet...

Continuous monitoring of high-risk patients and early prediction severe outcomes is crucial to prevent avoidable deaths. Current clinical primarily based on intermittent observation vital signs the warning scores (EWS). The drawback lack time series dynamics correlations among signs. This study presents an approach real-time outcome machine learning from continuous recording Systolic blood pressure, diastolic heart rate, pulse respiration rate peripheral oxygen saturation were continuously...

Objective: To understand the brain motor functions and neurophysiological changes due to disorder by comparing electroencephalographic data between healthy people amyotrophic lateral sclerosis (ALS) patients. Methods: The movement related cortical potential (MRCP) was recorded from seven subjects four They were asked imagine right wrist extension at two speeds (fast slow). peak negativity (PN) rebound rate (RR) extracted MRCP for comparison. Results: statistical analysis has showed that...

The monitoring of oxygen therapy when patients are admitted to medical and surgical wards could be important because exposure excessive administration (EOA) may have fatal consequences. We aimed investigate the association between EOA, monitored by wireless pulse oximeter, nonfatal serious adverse events (SAEs) mortality within 30 days. included in Capital Region Copenhagen 2017 2018. Patients were hospitalized due acute exacerbation chronic obstructive pulmonary disease (AECOPD) or after...

Monitoring post-operative patients is important for preventing severe adverse events (SAE), which increases morbidity and mortality. Conventional bedside monitoring system has demonstrated the difficulty in long term of those because majority them are ambulatory. With development wearable advanced data analytics, would benefit greatly from continuous predictive monitoring. In this study, we aim to predict SAE based on vital signs. Heart rate, respiration blood oxygen saturation were...

Abstract Monitoring of high-risk patients in hospital wards is crucial identifying and preventing clinical deterioration. Sympathetic nervous system activity measured continuously non-invasively by Electrodermal (EDA) may relate to complications, but the use remains untested. The aim this study was explore associations between deviations EDA subsequent serious adverse events (SAE). Patients admitted general after major abdominal cancer surgery or with acute exacerbation chronic obstructive...

Abstract Epilepsy is the second most common neurological disorder characterized by recurrent and unpredictable seizures. Accurate seizure detection important for diagnosis treatment of epilepsy. Many researches achieved good performance on patient-specific detection. However, they were tailored to each specific individual which are less applicable clinically than patient non-specific detection, lacked performance. Despite several decades research automatic currently still based visual...

Epilepsy is the neurological disorder affecting around 50 million people worldwide. It characterized by recurrent and unpredictable seizures. Correctly counting seizure occurrences crucial for diagnosis treatment of epilepsy, which will lower risk SUDEP (sudden unexpected deaths in epilepsy). Many previous researches on patient-specific detection have obtained a good performance but with limited practicability clinical setting. On other hand, patient non-specific clinically practicable...

The period directly following surgery is critical for patients as they are at risk of infections and other types complications, often summarized severe adverse events (SAE). We hypothesize that impending complications might alter the circadian rhythm and, therefore, be detectable during night before. propose a SMOTE-enhanced XGBoost prediction model classifies nighttime vital signs depending on whether precede serious event or come from patient does not have complication all, based data 450...

Objective To explore the effects of three- stage swallowing rehabilitation on a-bility stroke patients with dysphagia. Methods 60 were divided into primary cerebral infarction and hemorrhage groups, then further treated control groups randomly. All given same routine internal medicine treatment. Patients in group three swallo-wing training additionally. assessed using Caiteng's Grading Method at outset end 2nd week, Ist month month. Results Swallowing function scores higher than those every...

Accessory mitral valve tissue (AMVT) is a rare congenital cardiac anomaly, which associated with other heart diseases. It diagnosed in neonates or childhood and rarely adulthood. Nevertheless, AMVT an incidental finding described as isolated. Echocardiography, especially three-dimensional(3D) echocardiography considered optimal imaging technique for diagnosis. We herein presented the two asymptomatic adult cases AMVT, who varying degrees of symptomatic left ventricular outflow tract (LVOT)...

Objective: To evaluate the clinical value of aspirin as a prophylactic for transplant renal artery stenosis (TRAS). Methods: From January 2017 to November 2019, data 307 patients who had undergone in Zhengzhou University People's Hospital were collected. Patients divided into two groups: treatment group (124 recipients taken oral 100 mg/d after transplant) and control (183 not transplant). The general data, incidence initially diagnosed confirmed TRAS, type anastomosis vessels, duration...