Don't be fooled by a graph. New research shows that a scientist's policy preferences can influence their results. Look past the model and find the ground truth.

Why are LMMs excellent in benchmarks but limited in the real-world?** Robustness is a crucial factor. In experiments, LMMs usually receive high-quality images, but in real-world scenarios that ...

Learn the NumPy trick for generating synthetic data that actually behaves like real data.

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Abstract: We consider the problem of image segmentation using active contours through the minimization of an energy criterion involving both region and boundary functionals. These functionals are ...

Abstract: The greater clarity of image features has led to the prominent use of contrast enhancement (CE) in a variety of disciplines, such as medical and satellite imaging systems. Existing CE ...

Objective: To evaluate the predictive value of whole-tumor apparent diffusion coefficient (ADC) histogram parameters derived from MRI for assessing lymph node metastasis (LNM) in pancreatic ductal ...