scholarly journals Application Research of Iterative Detection Strategy in the Crowdsourcing Quality Evaluation

Author(s):  
Zhiyun Zheng ◽  
Xiaoqiang Guo ◽  
Zhenfei Wang ◽  
Dun Li ◽  
Quanmin Li
2013 ◽  
Vol 278-280 ◽  
pp. 1338-1341 ◽  
Author(s):  
Xiang Jun Wang

It is difficult to evaluate water quality, because there are lots of influence factors. It presents discrete Hopfield neural network to evaluate water quality in this paper. The criteria of nutrition water quality used as training samples to train discrete Hopfield neural network, which is stored in discrete Hopfield neural network. The data in a monitoring point used as test samples to evaluate water quality. The experimental results show that discrete Hopfield neural network can evaluate water quality effectively. The classification results can be shown directly, and the running speed is faster than BP neural network. This method has important guiding significance and practical application value to other water quality evaluation.


2012 ◽  
Author(s):  
Christopher Weaver ◽  
Avanti Jangalapalli ◽  
Kimberly Yano ◽  
Charles Ramskov ◽  
Paul Marcille

2019 ◽  
Vol 98 (5) ◽  
pp. 200-206

ntroduction: Detection and examination of proper number of lymph nodes in patients after rectal resection is important for next treatment and management of patients with rectal carcinoma. There are no clear guideliness for minimal count of lymph nodes, variant recommendations agree on the number of 12 (10−14) nodes. There are situations, when is not easy to reach this count, mainly in older age groups and in patients after neoadjuvant, especially radiation therapy. As a modality for improvement of lymph nodes harvesting seems to be establishing of defined protocols originally designed for mesorectal excision quality evaluation. Methods: The investigation group was formed by patients examined in 2 three-years intervals before and after implementation of the protocol. Elevation in count of harvested lymph nodes was rated generaly and in relation to age groups and gender. Results: The average count of lymph nodes increased from 10 to 15 nodes, in subset of patients whose received neoadjuvant therapy from 7 to al- most 14 nodes. The recommended number of lymph nodes was obtained in all investigated age groups. By the increased number of lymph nodes, rises also possibility of positive nodes found, that can lead to upstaging of the disease, in subset of patients whose received neoadjuvant therapy it is more than 4%. Conclusion: Our conclusions show, that forming of multidisciplinary cooperative groups (chiefly surgeon-pathologist), implementation of defined protocol of surgery, specimen manipulation and investigation by detached specialists lead to benefit consequences for further management and treatment of the patients with colorectal cancer.


2020 ◽  
Vol 8 (1) ◽  
Author(s):  
Andréa Vidal Ferreira ◽  
Rodrigo Modesto Gadelha Gontijo ◽  
Guilherme Cavalcante de Albuquerque Souza ◽  
Bruno Melo Mendes ◽  
Juliana Batista da Silva ◽  
...  


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