Precision Denoising in Medical Imaging via Generative Adversarial Network-Aided Low-Noise Discriminator Technique by Turki M. Alanazi, Paolo Mercorelli

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Development and Evaluation of a Nomogram for INCS Insensitivity in Chinese Adults with Allergic Rhinitis by Deping Sun, Lan Liu, Yuqing Yan

“…The performance of the nomogram was assessed using receiver operating characteristic (ROC) curves, calibration curves, and discrimination techniques. Results. In this study, 313 patients were included, of which 120 (38.3%) showed INCS insensitivity. …”
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Gallium oxide (Ga2O3) as a radiation detector distinguishing neutrons and gammas by D. J. Valdes, L. Rendon, J. Winkelbauer, P. Koehler, S. C. Vogel, K.-X. Sun

“…Pulse shape discrimination and constant fraction discrimination techniques were used to separate neutron and gamma interaction events. …”
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Genome-scale evolution in local populations of wild chimpanzees by Takashi Hayakawa, Takushi Kishida, Yasuhiro Go, Eiji Inoue, Eri Kawaguchi, Tomoyuki Aizu, Hinako Ishizaki, Atsushi Toyoda, Asao Fujiyama, Tetsuro Matsuzawa, Chie Hashimoto, Takeshi Furuichi, Kiyokazu Agata

“…This study conducted an exome-wide analysis of a total of 42 chimpanzees (Pan troglodytes) across six African regions, providing insights into population discrimination techniques. Wild chimpanzee DNA was extracted noninvasively from collected fecal samples using the lysis-buffer storage method. …”
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Machine Learning-Enhanced Discrimination of Gamma-Ray and Hadron Events Using Temporal Features: An ASTRI Mini-Array Analysis by Valentina La Parola, Giancarlo Cusumano, Saverio Lombardi, Antonio Alessio Compagnino, Antonino La Barbera, Antonio Tutone, Antonio Pagliaro

“…This profound signal-to-background imbalance necessitates sophisticated discrimination techniques that can effectively isolate genuine gamma-ray events while maintaining high rejection efficiency for cosmic-ray backgrounds. …”
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A Novel Clustering Method Combining ART with Yu’s Norm for Fault Diagnosis of Bearings by Zengbing Xu, Youyong Li, Zhigang Wang, Jianping Xuan

“…Time-domain features, frequency-domain features, and time series model parameters are extracted to demonstrate the fault-related information about the bearings, and then considering the irrelevance or redundancy of some features many salient features are selected by an improved distance discriminant technique and input into the proposed clustering method to diagnose the faults of bearings. …”
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Direct measurement of the $$^{39}$$ 39 Ar half-life from 3.4 years of data with the DEAP-3600 detector by P. Adhikari, R. Ajaj, M. Alpízar-Venegas, P.-A. Amaudruz, J. Anstey, D. J. Auty, M. Batygov, B. Beltran, M. A. Bigentini, C. E. Bina, W. M. Bonivento, M. G. Boulay, J. F. Bueno, M. Cadeddu, B. Cai, M. Cárdenas-Montes, S. Cavuoti, Y. Chen, S. Choudhary, B. T. Cleveland, R. Crampton, S. Daugherty, P. DelGobbo, P. Di Stefano, G. Dolganov, L. Doria, F. A. Duncan, M. Dunford, E. Ellingwood, A. Erlandson, S. S. Farahani, N. Fatemighomi, G. Fiorillo, R. J. Ford, D. Gahan, D. Gallacher, A. Garai, P. García Abia, S. Garg, P. Giampa, A. Giménez-Alcázar, D. Goeldi, V. V. Golovko, P. Gorel, K. Graham, A. Grobov, A. L. Hallin, M. Hamstra, S. Haskins, J. Hu, J. Hucker, T. Hugues, A. Ilyasov, B. Jigmeddorj, C. J. Jillings, A. Joy, G. Kaur, A. Kemp, M. Khoshraftar Yazdi, M. Kuźniak, F. La Zia, M. Lai, S. Langrock, B. Lehnert, J. LePage-Bourbonnais, N. Levashko, M. Lissia, L. Luzzi, I. Machulin, A. Maru, J. Mason, A. B. McDonald, T. McElroy, J. B. McLaughlin, C. Mielnichuk, L. Mirasola, A. Moharana, J. Monroe, A. Murray, C. Ng, G. Oliviéro, M. Olszewski, S. Pal, D. Papi, B. Park, M. Perry, V. Pesudo, T. R. Pollmann, F. Rad, C. Rethmeier, F. Retière, I. Rodríguez García, L. Roszkowski, R. Santorelli, F. G. Schuckman II, S. Seth, V. Shalamova, P. Skensved, T. Smirnova, K. Sobotkiewich, T. Sonley, J. Sosiak, J. Soukup, R. Stainforth, M. Stringer, J. Tang, R. Turcotte-Tardif, E. Vázquez-Jáuregui, S. Viel, B. Vyas, M. Walczak, J. Walding, M. Ward, S. Westerdale, R. Wormington, A. Zuñiga-Reyes, DEAP Collaboration

“…Use of the pulse-shape discrimination technique in DEAP-3600 allows powerful discrimination between nuclear recoils and electron recoils, resulting in the selection of a clean sample of $$^{39}$$ 39 Ar decays. …”
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Assessment of a polymeric composite as a radiation attenuator and a restoration mortar for cracking in biological shields by A. T. Gheith, M. A. El-Sarraf, I. E. Hasan, N. L. Helal, R. A. Rizk, Amal A. El-Sawy, A. El-Sayed Abdo

“…The pulse shape discrimination technique which would come of the zero cross over method was used to measure the fast neutron and gamma-ray spectra. …”
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