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CONTEXT Gemcitabine and 5-fluorouracil (5-FU) sensitize tumor cells to radiation. Furthermore, 5-FU enhances the cytotoxic effect of gemcitabine. OBJECTIVE We report the efficacy and the toxicity of concurrent chemoradiation with gemcitabine and 5-FU in the treatment of patients with locally advanced, unresectable pancreatic cancer. PATIENTS Thirty-two(More)
—Pixel-wise street segmentation of photographs taken from a drivers perspective is important for self-driving cars and can also support other object recognition tasks. A framework called SST was developed to examine the accuracy and execution time of different neural networks. The best neural network achieved an F1-score of 89.5 % with a simple feedforward(More)
—This paper describes the HASY dataset of handwritten symbols. HASY is a publicly available, 1 free of charge dataset of single symbols similar to MNIST. It contains 168 233 instances of 369 classes. HASY contains two challenges: A classification challenge with 10 pre-defined folds for 10-fold cross-validation and a verification challenge.
—Recent machine learning techniques can be modified to produce creative results. Those results did not exist before; it is not a trivial combination of the data which was fed into the machine learning system. The obtained results come in multiple forms: As images, as text and as audio. This paper gives a high level overview of how they are created and gives(More)
Inactivated vaccines are commonly produced by incubating pathogens with chemicals such as formaldehyde or β-propiolactone. This is a time-consuming process, the inactivation efficiency displays high variability and extensive downstream procedures are often required. Moreover, application of chemicals alters the antigenic components of the viruses or(More)
—This survey gives an overview over different techniques used for pixel-level semantic segmentation. Metrics and datasets for the evaluation of segmenta-tion algorithms and traditional approaches for segmen-tation such as unsupervised methods, Decision Forests and SVMs are described and pointers to the relevant papers are given. Recently published(More)
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