Zobrazeno 1 - 10
of 638
pro vyhledávání: '"Pomerantsev, A. P."'
Autor:
Ayala, Jose Roberto Tello, Fahed, Akl C., Pan, Weiwei, Pomerantsev, Eugene V., Ellinor, Patrick T., Philippakis, Anthony, Doshi-Velez, Finale
The adoption of machine learning in healthcare calls for model transparency and explainability. In this work, we introduce Signature Activation, a saliency method that generates holistic and class-agnostic explanations for Convolutional Neural Networ
Externí odkaz:
http://arxiv.org/abs/2309.11443
Publikováno v:
Chinese Phys. C 46, 114106 (2022)
The dibaryon concept for the nuclear force is presented, assuming that the main attraction between the nucleons at medium distances is determined by the $s$-channel exchange of an intermediate six-quark (dibaryon) state. To construct the respective $
Externí odkaz:
http://arxiv.org/abs/2205.06377
Neural network models have demonstrated impressive performance in predicting pathologies and outcomes from the 12-lead electrocardiogram (ECG). However, these models often need to be trained with large, labelled datasets, which are not available for
Externí odkaz:
http://arxiv.org/abs/2204.04360
Autor:
Popov, V. P., Pomerantsev, V. N.
The formation and various disintegration modes of $2s$ states for muonic hydrogen and deuterium atoms at kinetic energies both above and below the $2s-2p$ threshold are studied. The cross sections of the collision-induced radiative quenching, elastic
Externí odkaz:
http://arxiv.org/abs/2112.15197
Autor:
Raghu, Aniruddh, Guttag, John, Young, Katherine, Pomerantsev, Eugene, Dalca, Adrian V., Stultz, Collin M.
The impact of machine learning models on healthcare will depend on the degree of trust that healthcare professionals place in the predictions made by these models. In this paper, we present a method to provide people with clinical expertise with doma
Externí odkaz:
http://arxiv.org/abs/2103.02768
Publikováno v:
Eur. Phys. J. A, 56:266 (2020)
Properties of six-quark dibaryons in nuclear medium are considered by example of $A=6$ nuclei within the three-cluster $\alpha+2N$ model. Dibaryon production in nuclei leads to the appearance of a three-body force between the dibaryon and nuclear cor
Externí odkaz:
http://arxiv.org/abs/2010.10857
Autor:
Kukulin, V. I., Rubtsova, O. A., Platonova, M. N., Pomerantsev, V. N., Clement, H., Skorodko, T.
Publikováno v:
Eur. Phys. J. A (2020) 56:229
Phase shifts and inelasticity parameters for $NN$ scattering in the partial-wave channels ${}^3S_1$--${}^3D_1$ and ${}^1S_0$ at energies $T_{\rm lab}$ from zero to about 1 GeV are described within a unified $NN$ potential model assuming the formation
Externí odkaz:
http://arxiv.org/abs/2009.05941
Autor:
Aniruddh Raghu, Daphne Schlesinger, Eugene Pomerantsev, Srikanth Devireddy, Pinak Shah, Joseph Garasic, John Guttag, Collin M. Stultz
Publikováno v:
Scientific Reports, Vol 13, Iss 1, Pp 1-10 (2023)
Abstract Quantifying hemodynamic severity in patients with heart failure (HF) is an integral part of clinical care. A key indicator of hemodynamic severity is the mean Pulmonary Capillary Wedge Pressure (mPCWP), which is ideally measured invasively.
Externí odkaz:
https://doaj.org/article/8ae3952756e948fc80e8ba3e357d42f1
It has been shown for the first time that $NN$ interaction, at least in some partial waves, can be quantitatively described by the superposition of a long-range one-pion exchange and a short-range mechanism based on the complex pole in the $NN$ poten
Externí odkaz:
http://arxiv.org/abs/1908.10551
It is demonstrated that both elastic and inelastic $NN$ scattering at laboratory energies up to 600--800 MeV, at least in some partial waves characterized by a large inelasticity, can be described by a superposition of the conventional long-range one
Externí odkaz:
http://arxiv.org/abs/1901.09682