Results 61 to 70 of about 455,260 (321)
Respiratory Research, 2018 Bronchial asthma (BA) is a chronic inflammatory disease with a marked heterogeneity in pathophysiology and etiology. The heterogeneity of BA may be related to the inducing mechanism(s) (allergic vs non-allergic), the histopathological background ...
A. Matucci +3 more
semanticscholar +1 more source
IgE-Mediated Hypersensitivity Reactions to Cannabis in Laboratory Personnel [PDF]
, 2011 Background: There have been sporadic reports of hypersensitivity reactions to plants of the Cannabinaceae family (hemp and hops), but it has remained unclear whether these reactions are immunologic or nonimmunologic in nature.
Anibarro B +17 more
core +1 more source
A Rigorous Study of Integrated Gradients Method and Extensions to Internal Neuron Attributions [PDF]
arXiv, 2022 As deep learning (DL) efficacy grows, concerns for poor model explainability grow also. Attribution methods address the issue of explainability by quantifying the importance of an input feature for a model prediction. Among various methods, Integrated Gradients (IG) sets itself apart by claiming other methods failed to satisfy desirable axioms, while ...
arxiv
Maximum Entropy Baseline for Integrated Gradients [PDF]
arXiv, 2022 Integrated Gradients (IG), one of the most popular explainability methods available, still remains ambiguous in the selection of baseline, which may seriously impair the credibility of the explanations. This study proposes a new uniform baseline, i.e., the Maximum Entropy Baseline, which is consistent with the "uninformative" property of baselines ...
arxiv
Sensitization profiles to purified plant food allergens among pediatric patients with allergy to banana. [PDF]
, 2011 Banana fruit allergy is well known, but neither immunoglobulin E recognition patterns to purified plant food allergens nor true prevalences of putative banana allergens have been established. This study aimed to characterize β-1,3-glucanase and thaumatin-
Bobolea, Irina +7 more
core +2 more sources
A multiscale ocean data assimilation approach combining spatial and spectral localisation [PDF]
Ocean Science, 2019 Ocean data assimilation systems encompass a wide range of scales that are difficult to control simultaneously using partial observation networks. All scales are not observable by all observation systems, which is not easily taken into account in current ...
A.-S. Tissier +5 more
doaj +1 more source
Symmetry-Preserving Paths in Integrated Gradients [PDF]
arXiv, 2021 We provide rigorous proofs that the Integrated Gradients (IG) attribution method for deep networks satisfies completeness and symmetry-preserving properties. We also study the uniqueness of IG as a path method preserving symmetry.
arxiv
Rapid Fluctuations in the Lower Solar Atmosphere [PDF]
2011 ApJ, 743, L24, 2011 The Rapid Oscillations in the Solar Atmosphere (ROSA) instrument reveals solar atmospheric fluctuations at high frequencies. Spectra of variations of the G-band intensity (IG) and CaII K-line intensity (IK) show correlated fluctuations above white noise to frequencies beyond 300 mHz and 50 mHz, respectively.
arxiv +1 more source
BMC Medical Genomics, 2021 Background and aims Central obesity is a condition that poses a significant risk to global health and requires the employment of novel scientific methods for exploration.
Ting Xie +10 more
doaj +1 more source
Hyper IgE syndromes: clinical and molecular characteristics
Immunology and Cell Biology, 2018 Hyper IgE syndromes comprise a group of rare primary immunodeficiency disorders characterized by a triad of atopic dermatitis, recurrent skin and lung infections along with elevated IgE levels.
T. Al-Shaikhly, H. Ochs
semanticscholar +1 more source