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However, these approaches are often designed as black-box models, lacking interpretability. In this paper, we introduce Interpretable Artificial Intelligence (I-AI) a novel and unified controllable interpretable pipeline for decoding the intense focus of radiologists in CXR diagnosis. Our I-AI ...
The nominal signal tt¯ MC sample was generated assuming a top-quark mass of mt = 172.5 GeV using the Powheg- Box (v1) event generator [21–23], referred to in the fol- lowing as Powheg, providing NLO QCD matrix-element (ME) calculations [24]. The hdamp parameter that regulates ...
The Powheg Box v2 MC event generator [72–76] was used to model the gg H and VBF Higgs boson production mechanisms, calculated up to next-to-leading order (NLO) in αs. Powheg Box was interfaced with Pythia 8.212 [77,78], which used the CTEQ6L1 parton distribution functions [79] ...
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we provide a unified solution that offers insights into the cognitive process underlying radiological interpretation. Unlike current methods that rely on black-box machine learning models, which can be prone to extracting erroneous information from the entire input image during the diagnosis process, we...