Deep Learning Network Intensification for Preventing Noisy-Labeled Samples for Remote Sensing Classification by Chuang Lin, Shanxin Guo, Jinsong Chen, Luyi Sun, Xiaorou Zheng, Yan Yang, Yingfei Xiong

“…The segmentation task was set to extract buildings from the Inria Aerial Image Labeling Dataset, which includes Austin, Chicago, Kitsap County, Western Tyrol and Vienna. The network’s performance was evaluated by comparing it with the original U-Net model by adding noisy training samples with different noise rates and noise levels. …”
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Introduction of organised mammography screening in Tyrol: results following first year of complete rollout by Knapp Rudolf, Daniaux Martin, Geiger-Gritsch Sabine, Oberaigner Willi, Siebert Uwe, Buchberger Wolfgang

“…</p> <p>Methods</p> <p>Working from the results of the pilot phase, we extended the organised mammography system to all counties in Tyrol. All women living in Tyrol and covered by compulsory social insurance were invited for a mammography, in the age group 40-59 annually and in the age group 60-69 biennially. …”
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Introduction of organised mammography screening in tyrol: results of a one-year pilot phase by Daniaux Martin, Frede Thomas, Buchberger Wolfgang, Oberaigner Willi, Knapp Rudolf, Marth Christian, Siebert Uwe

“…We report on the results of the first year of piloting organised mammography screening in two counties in Tyrol.</p> <p>Results</p> <p>56,432 women were invited. …”
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