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Total 793 results found since Jan 2013.

National hospital discharge survey: 2006 annual summary
This report presents 2006 national estimates and selected trend data on the use of nonfederal short-stay hospitals in the United States. Estimates are provided by selected patient and hospital characteristics, diagnoses, and surgical and nonsurgical procedures performed. Estimates of diagnoses and procedures are presented according to the International Classification of Diseases, Ninth Revision, Clinical Modification codes. Methods-The estimates are based on data collected through the National Hospital Discharge Survey (NHDS). The survey has been conducted annually since 1965. In 2006, data were collected for approximately...
Source: Vital Health Statistics Series 13 - October 1, 2014 Category: Statistics Authors: Verita C Buie Maria F Owings Carol J DeFrances Alexander Golosinskiy Source Type: research

Multilevel Strip Pooling-Based Convolutional Neural Network for the Classification of Carotid Plaque Echogenicity
In this study, we redesign the spatial pyramid pooling (SPP) and propose multilevel strip pooling (MSP) for the automatic and accurate classification of carotid plaque echogenicity in the longitudinal section. The proposed MSP module can accept arbitrarily sized carotid plaques as input and capture a long-range informative context to improve the accuracy of classification. In our experiments, we implement an MSP-based CNN by using the visual geometry group (VGG) network as the backbone. A total of 1463 carotid plaques (335 echo-rich plaques, 405 intermediate plaques, and 723 echolucent plaques) were collected from Zhongnan...
Source: Computational and Mathematical Methods in Medicine - August 30, 2021 Category: Statistics Authors: Wei Ma Xinyao Cheng Xiangyang Xu Furong Wang Ran Zhou Aaron Fenster Mingyue Ding Source Type: research

National hospital discharge survey: 2006 annual summary
This report presents 2006 national estimates and selected trend data on the use of nonfederal short-stay hospitals in the United States. Estimates are provided by selected patient and hospital characteristics, diagnoses, and surgical and nonsurgical procedures performed. Estimates of diagnoses and procedures are presented according to the International Classification of Diseases, Ninth Revision, Clinical Modification codes. Methods-The estimates are based on data collected through the National Hospital Discharge Survey (NHDS). The survey has been conducted annually since 1965. In 2006, data were collected for approximately...
Source: Vital Health Statistics Series 13 - October 1, 2014 Category: Statistics Authors: Verita C Buie Maria F Owings Carol J DeFrances Alexander Golosinskiy Source Type: research