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In our experiments, we consider those files malicious that were labeled as malicious by at least five antivirus engines and those files benign that were labeled benign by all antivirus engines.
False-negative cases included a solitary 15-mm FDG-negative lung metastasis and an FDG-negative sub-centimetre liver metastasis, incorrectly labelled as benign, which on subsequent follow-up imaging had grown in size in addition to the development of several new hepatic metastases compatible with progressive disease.
The curves labelled 'benign ROI' were obtained from the FISH evaluation comparing the 17 histologically Benign ROI to the 26 BPH specimens.
The remaining 25 were labeled as benign.
Over 60% incorrectly labeled the benign seborrhoeic wart as suspicious, however more participants correctly labeled the haemangioma and junctional naevus as not suspicious.
Such mental activity requires that information about the topic or task is held as an active mental representation even if it is not currently conscious (see box labelled 'benign or task-related representation' in Fig. 1).
Representative labelings showed dense labels for benign sections, but undetectable labeling for malignant tissue.
Using the most recent dataset (August 8, 2014), we extracted records labeled either as benign or pathogenic (CLNSIG codes 2 and 5, respectively) and removed those found in our training data.
Therefore, 116 hours with at least one episode of HICP documented by the digital recording system were labeled 'benign' using the manual recording system.
Neuroendocrine secretory protein 55 labelling in benign and malignant tumours was cytoplasmic with a strong perinuclear accumulation.
Yet benign solar farms have been labelled "monstrous" by ministers who have nothing to say about fracking's "whiff of diesel" or its "thump of compressors that can be sensed up to two miles away" (Lord Howell again).
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com