Despite its widespread use in radiotherapy, the time needed to evaluate and correct DL segmentations remains burdensome. While segmentation uncertainty could be beneficial for clinicians, there is a lack of und
AI-Quantifying uncertainty: Inference using full joint distribution, independence, Bayes' rule. Acting under uncertainty 1. Summarizing uncertainty In many domains, the agent’s knowledge can at best provide only adegree of beliefin the relevant sentences. Our main tool for dealing with degrees of ...
Implementing an ERP system is a significant step for any business, especially in the manufacturing sector where operational efficiency and inventory management are crucial. Odoo,… Economic Optimism Meets Uncertainty: Blue Chip Indicators Highlight Post-Election Fiscal Concerns and AI’s Looming Impact ...
Tumour vascular density assessed from CD-31 immunohistochemistry (IHC) images has previously been shown to have prognostic value in breast cancer. Current methods to measure vascular density, however, are time-consuming, suffer from high inter-observer v
aIllustration of three safety risks—adversarial example [49], invariant example [24], and uncertainty example (this paper [60]).bAn example to compare uncertainty example with adversarial example in MNIST. The first row: the first image is the raw input image, the second image is the uncerta...
Based on the spread in reported numbers (Table 2) and the poorly constrained annual reduction in ϵ, we set the overall uncertainty in ϵ¯ as ±20% of its value. We use this estimate for quantifying the uncertainty in Vsaved, t (Eq. 1). For estimating the annual price of saving...
It is well-documented that there is great uncertainty regarding data veracity and complete spill reports in the Niger Delta [43]. The self-reporting aspect demanded by regulatory compliance brings into question a conflict of interest and leads to reports that are incomplete, inconsistent, or ...
The uncertainty in water quality variable is described here using the coefficient of variation defined as the ratio of the standard deviation to the mean [48]. In Figure 3, a comparison is made between the water quality variables distributions at two locations (1) in uSSR at Leader and (2)...
In entrambi i casi, decidere cosa fare, implementare la soluzione e mantenerla richiede investimenti significativi in termini di tempo e risorse. Sebbene le tecniche di machine learning esistenti aiutino ad accelerare alcune parti del processo, l'integrazione di queste tecniche per fornire ...
We show here that although there were no adapted cells prior to the encounter with glucose, a large fraction of cells adapted to grow in this medium and this adaptation was stably inherited. The adaptation relied on individual cells that switched into an adapted state and, thus, the adaptation...