摘要: Multimedia Tools and Applications - This paper analyses the performance of different types of Deep Neural Networks to jointly estimate age and identify gender from speech, to be applied in...关键词: Interactive voice response Age estimation Gender recognition Human-robot interaction Machine ...
Human age-group classification of facial images with subspace projection and support vector machines In this paper a system is presented for classification of facial images based on facial age estimation. The presented age-group classification system can b......
The softmax score of each age group represents the probability value that CNNs predict the tooth to the corresponding age group, and the accuracy of the classification task29. The age group with the highest softmax score was selected as the prediction result for the age group of each tooth....
Classification. The geometric components of face pictures such as face edge, wrinkle topography, left eye to right eye separation, eye to nose separation, eye to jaw separation and eye to lip separation are calculated. By considering the surface and shape data, age grouping is done making use ...
The 127 geriatric patients were correctly classified with the exception of 3 geriatric patients who were assigned to the healthy older group (Fig. 1(b)). Gait outcome identification and classification with random forest Figure 2(a) shows the classification results matrix of the RF method. The ...
We enrolled 1772 subjects who underwent pulmonary function test before preoperative examination in our study. Pre-bronchodilator forced expiratory volume in one second (FEV1), vital capacity (VC) and forced vital capacity (FVC) were measured as primary data. According to the numerical relationship bet...
Participants All singleton children born at KP from January 1, 1995, to December 31, 1999, were included in the study. We identified 593 children who had ASD diagnoses (International Classification of Diseases, Ninth Revision, Clinical Modification, code 299.0 or 299.8) recorded 2 or more times...
Using a standardized continuous approach will allow for comparison and generalization of the results among different studies and populations and also prevent the loss of data due to quantile classification. To the best of our knowledge, this is the first study to show the association between MetS ...
Within the Surveillance, Epidemiology, and End Results database, we identified patients with either clear-cell or papillary RCC, who underwent nephrectomy between 2001 and 2015. Harrell’s C-Index, calibration plot and decision curve analysis were used to validate the GRANT model using a five-...
We are grateful to the following collaborators who provided data and valuable input for the study: Ulla Berg, Magnus Hansson, Karin Littmann, and Kajsa Åsling-Monemi (Karolinska University Hospital Huddinge, Stockholm, Sweden), Arend Bökenkamp (Emma Children’s Hospital, Amsterdam University Med...