Automatic recognition and classification of EMG signals: Application to female relatives of x-linked muscular dystrophy

1983 ◽  
Vol 56 (3) ◽  
pp. S151-S152
Author(s):  
J.F. Pinel ◽  
P. Toulouse ◽  
R. Cosacov ◽  
R. Le Bars ◽  
B. Le Marrec
2022 ◽  
Vol 121 ◽  
pp. 104327
Author(s):  
Jiaming Li ◽  
Shibin Tang ◽  
Kunyao Li ◽  
Shichao Zhang ◽  
Liexian Tang ◽  
...  

2021 ◽  
Author(s):  
Radoslaw Niewiadomski ◽  
Amrita Suresh ◽  
Alessandra Sciutti ◽  
Giuseppe DI Cesare

The form of an action, i.e. the way it is performed, conveys important information about the performer’s attitude. In this paper we investigate spatiotemporal characteristics of different gestures performed with specific vitality forms and we study whether it is possible to recognize these aspects of action automatically. As the first step, we created a new dataset of 7 gestures performed with a vitality form (gentle and rude) or without a vitality form (neutral, slow and fast). Thousand repetitions were collected from 2 professional actors. Next, we identified 22 features from the motion capture data. According to the results, vitality forms are not merely characterized by a velocity/acceleration modulation but by a combination of different spatiotemporal properties. We also perform automatic classification of vitality forms with F-score of 87.3%.


2019 ◽  
Vol 29 (3) ◽  
pp. 290-296 ◽  
Author(s):  
Jonathan H Soslow ◽  
Matthew Hall ◽  
W Bryan Burnette ◽  
Kan Hor ◽  
Joanne Chisolm ◽  
...  

AbstractBackgroundOutcome analyses in large administrative databases are ideal for rare diseases such as Becker and Duchenne muscular dystrophy. Unfortunately, Becker and Duchenne do not yet have specific International Classification of Disease-9/-10 codes. We hypothesised that an algorithm could accurately identify these patients within administrative data and improve assessment of cardiovascular morbidity.MethodsHospital discharges (n=13,189) for patients with muscular dystrophy classified by International Classification of Disease-9 code: 359.1 were identified from the Pediatric Health Information System database. An identification algorithm was created and then validated at three institutions. Multi-variable generalised linear mixed-effects models were used to estimate the associations of length of stay, hospitalisation cost, and 14-day readmission with age, encounter severity, and respiratory disease accounting for clustering within the hospital.ResultsThe identification algorithm improved identification of patients with Becker and Duchenne from 55% (code 359.1 alone) to 77%. On bi-variate analysis, left ventricular dysfunction and arrhythmia were associated with increased cost of hospitalisation, length of stay, and mortality (p<0.001). After adjustment, Becker and Duchenne patients with left ventricular dysfunction and arrhythmia had increased length of stay with rate ratio 1.4 and 1.2 (p<0.001 and p=0.004) and increased cost of hospitalization with rate ratio 1.4 and 1.4 (both p<0.001).ConclusionsOur algorithm accurately identifies patients with Becker and Duchenne and can be used for future analysis of administrative data. Our analysis demonstrates the significant effects of cardiovascular disease on length of stay and hospitalisation cost in patients with Becker and Duchenne. Better recognition of the contribution of cardiovascular disease during hospitalisation with earlier more intensive evaluation and therapy may help improve outcomes in this patient population.


2020 ◽  
Vol 21 (11) ◽  
pp. 3795
Author(s):  
Eleni Peristeri ◽  
Athina-Maria Aloizou ◽  
Paraskevi Keramida ◽  
Zisis Tsouris ◽  
Vasileios Siokas ◽  
...  

Myopathies represent a wide spectrum of heterogeneous diseases mainly characterized by the abnormal structure or functioning of skeletal muscle. The current paper provides a comprehensive overview of cognitive deficits observed in various myopathies by consulting the main libraries (Pubmed, Scopus and Google Scholar). This review focuses on the causal classification of myopathies and concomitant cognitive deficits. In most studies, cognitive deficits have been found after clinical observations while lesions were also present in brain imaging. Most studies refer to hereditary myopathies, mainly Duchenne muscular dystrophy (DMD), and myotonic dystrophies (MDs); therefore, most of the overview will focus on these subtypes of myopathies. Most recent bibliographical sources have been preferred.


2012 ◽  
Vol 17 (4) ◽  
pp. 373-378
Author(s):  
Marcin Tokarski ◽  
Grzegorz Nowak ◽  
Cezary Draus

Abstract The article presents the classification software according to the international product description standard ETIM. The software has been designed for Polish manufacturers or wholesalers who want to implement this standard in their companies. Classification is done in Polish language, on the basis of information contained in the company’s product files. Application features several mechanisms to facilitate the creation of product description, like suggestion of the appropriate class or automatic recognition of values of the required parameters. With this application, the tedious and time consuming job of classification becomes easier and can be done much quicker.


2010 ◽  
Vol 25 (9) ◽  
pp. 1103-1109 ◽  
Author(s):  
Susan Sienko Thomas ◽  
Cathleen E. Buckon ◽  
Alina Nicorici ◽  
Anita Bagley ◽  
Craig M. McDonald ◽  
...  

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