Evaluation of MTANNs for eliminating false-positive with different computer aided pulmonary nodules detection software
Journal Title: Pakistan Journal of Pharmaceutical Sciences - Year 2015, Vol 28, Issue 6
Abstract
MTANN (Massive Training Artificial Neural Network) is a promising tool, which applied to eliminate false-positive for thoracic CT in recent years. In order to evaluate whether this method is feasible to eliminate false-positive of different CAD schemes, especially, when it is applied to commercial CAD software, this paper evaluate the performance of the method for eliminating false-positives produced by three different versions of commercial CAD software for lung nodules detection in chest radiographs. Experimental results demonstrate that the approach is useful in reducing FPs for different computer aided lung nodules detection software in chest radiographs.
Authors and Affiliations
Zhenghao Shi , Jiejue Ma , Yaning Feng , Lifeng He , Kenji Suzuki
Keywords
Related Articles
- EP ID EP95837
- DOI -
- Views 102
- Downloads 0
Association study between 5-HT2A and NET gene polymorphisms and recurrent major depression disorder in Chinese han population
a functional NET T-182C polymorphism (rs2242446) in the promoter region, a synonymous polymorphisms G1287A in the exon 9(rs5569) and a functional serotonin 2A (5-HT2A) receptor (rs6311) genes in the promoter region...
Anti-inflammatory effects of Citrus sinensis L., Citrus paradisi L. and their combinations
Citrus bioflavonoids embrace a wide group of phenolic compounds effecting the production and scavenging of reactive oxygen species and the processes relating free radical-mediated injury. Keeping in view of the ant...
Exploration for the multi-effect of cardamom in’s resistance to multiple myeloma
This paper aimed to probe the cardamom in effect on the viability, proliferation, apoptosis and periodic function of the multiple myeloma, and explore its mechanism. We used CCK-8 method to evaluate the effect of c...
Natural antiemetics: An overview
Emesis encompasses the forceful expulsion of the contents of stomach via the mouth or sometimes the nose. The adverse effects of currently available anti-emetic agents potentiate the natural product researchers to...
Curative effect of paclitaxel and cisplatin combined chemotherapy on cervical cancer and its relation with tissue micro vascular and lymphatic vessels density
This study was to discuss the curative effect of paclitaxel and cisplatin combined chemotherapy on cervical cancer and its relation with tissue micro vascular and lymphatic vessels density. The combined chemotherap...