Kanagawa Institute of Technology Repository
Not a member yet
11637 research outputs found
Sort by
[伊勢原銀行関係書類]/内容 損益勘定前期比較表 大正12年6月 状(孔) 調査係/資産負債勘定前期比較表 大正12年6月 状(孔) 調査係/各種預金月末現在高調 大正12年6月 状(孔)/本支店合算資金運用一覧表 大正12年6月 状(活) : [1923-06]
No full text箱9-00573状(孔)/状(孔)/状(孔)/状(活)1/1/1/1othe
Proposal for self-evolving CAD system using CNN
Get PDFapplication/pdfIn recent years, convolutional neural networks (CNN) have found active application in the field of computer-aided diagnosis (CAD). Typically, general-purpose, high performance detectors are designed by conducting machine learning provided with comprehensive sets of case images having different kinds of variations. The reasoning behind this is that images not included in learning are not expected to be successfully detected. In fact, a comparison of CNN trained using only relatively typical cases and CNN trained using a comprehensive set of cases showed superior performance by the latter. Such is also expected to be the case in the commercial release of CAD. This is because the cases used in development may not encompass the cases at the medical facilities that will actually operate the system. In response to this situation, this paper proposes a self-evolving CAD system that incorporates a relearning function. It is not possible to upgrade the detectors of previous CAD systems following their commercial release. As a remedy, we propose a mechanism for upgrading the detector, accomplished by endowing the CAD system with a misrecognition correction function that uses interpretation report information (i.e., electronic medical records), and performing relearning after certain data is applied. This function provided improved performance compared to when relearning is not performed. Moreover, multiple relearning resulted in gradual improvements, demonstrating a process by which the system evolved into a CAD system matched to the involved medical facility.departmental bulletin pape
The relationship between nurse's medical safety culture awareness and disposition
Get PDFapplication/pdfThe purpose of this study is to elucidate a relationship between medical safety culture awareness and disposition by analyzing nurses who works for surgical ward, so as to gain suggestions for promoting their awareness of medical safety. A survey was conducted by applying Spearman's correlation analysis to reliable factors; and as a result, “patient's safety promotion" from the hospital survey on patient safety culture and “reward dependence" from TCI turned out to have a positive weak significant correlation. (r=.301, P<.01) A nurses who had high reward dependence were mostly deliberate type, and tend to become sensitive to insecurity and evaluation. Therefore, from this result, it can be said that it is necessary to support them in a way which suits their character as an organization, and take concern with them so that they can feel social reward. In conclusion, we found that this effort gives a good influence on nurses who has high reward dependence, and leads organization to promote patient safety.departmental bulletin pape
農工債券預り金及貸出金月末現在高表 大正11年9月 綴(孔) [神奈川県農工銀行]/合綴 各種預金月末現在店別表 (孔) : [1922-09]
No full text箱10-00620綴(孔)/(孔)1/1othe
