Výsledky vyhledávání - statistical quantification methods of comparison of algorithms*

Multi‐Site Concordance of Diffusion‐Weighted Imaging Quantification for Assessing Prostate Cancer Aggressiveness Autor McGarry, Sean D., Brehler, Michael, Bukowy, John D., Lowman, Allison K., Bobholz, Samuel A., Duenweg, Savannah R., Banerjee, Anjishnu, Hurrell, Sarah L., Malyarenko, Dariya, Chenevert, Thomas L., Cao, Yue, Li, Yuan, You, Daekeun, Fedorov, Andrey, Bell, Laura C., Quarles, C. Chad, Prah, Melissa A., Schmainda, Kathleen M., Taouli, Bachir, LoCastro, Eve, Mazaheri, Yousef, Shukla‐Dave, Amita, Yankeelov, Thomas E., Hormuth, David A., Madhuranthakam, Ananth J., Hulsey, Keith, Li, Kurt, Huang, Wei, Huang, Wei, Muzi, Mark, Jacobs, Michael A., Solaiyappan, Meiyappan, Hectors, Stefanie, Antic, Tatjana, Paner, Gladell P., Palangmonthip, Watchareepohn, Jacobsohn, Kenneth, Hohenwalter, Mark, Duvnjak, Petar, Griffin, Michael, See, William, Nevalainen, Marja T., Iczkowski, Kenneth A., LaViolette, Peter S.

“…Background Diffusion‐weighted imaging (DWI) is commonly used to detect prostate cancer, and a major clinical challenge is differentiating aggressive from…”
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Statistical inference of mass channel purity from Fisher ratio analysis using comprehensive two-dimensional gas chromatography with time of flight mass spectrometry data Autor Ochoa, Grant S., Prebihalo, Sarah E., Reaser, Brooke C., Marney, Luke C., Synovec, Robert E.

“… hit lists has relied upon manual decomposition and quantification performed by chemometric methods such as parallel factor analysis (PARAFAC…”
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Preanalytic variable effects on segmentation and quantification machine learning algorithms for amyloid-β analyses on digitized human brain slides Autor Oliveira, Luca Cerny, Lai, Zhengfeng, Harvey, Danielle, Nzenkue, Kevin, Jin, Lee-Way, Decarli, Charles, Chuah, Chen-Nee, Dugger, Brittany N

“…Abstract Computational machine learning (ML)-based frameworks could be advantageous for scalable analyses in neuropathology. A recent deep learning (DL)…”
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Tissue Characterization by Ultrasound: Linking Envelope Statistics with Spectral Analysis for Simultaneous Attenuation Coefficient and Scatterer Clustering Quantification Autor Elvira, Luis, de León, Carla, Durán, Carmen, Ibáñez, Alberto, Parrilla, Montserrat, Martínez-Graullera, Óscar

“…This paper proposes the use of quantitative methods for the characterization of tissues by linking, into a single approach, ideas coming from the spectral analysis methods commonly used to determine…”
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Statistical uncertainty and its propagation in the analysis of quantitative polymerase chain reaction data: Comparison of methods Autor Tellinghuisen, Joel, Spiess, Andrej-Nikolai

“…Most methods for analyzing real-time quantitative polymerase chain reaction (qPCR) data for single experiments estimate the hypothetical cycle 0 signal y0 by first estimating the quantification cycle…”
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A benchmark for microRNA quantification algorithms using the OpenArray platform Autor McCall, Matthew N., Baras, Alexander S., Crits-Christoph, Alexander, Ingersoll, Roxann, McAlexander, Melissa A., Witwer, Kenneth W., Halushka, Marc K.

“…Background Several techniques have been tailored to the quantification of microRNA expression, including hybridization arrays, quantitative PCR (qPCR…”
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Toward acquisition protocol standardization for estimating liver fat content using ultrasound attenuation coefficient imaging Autor Ferraioli, Giovanna, Raimondi, Ambra, De Silvestri, Annalisa, Filice, Carlo, Barr, Richard G.

“…) measurement repeatability using the Canon ultrasound (US) system. The secondary aim was to evaluate whether similar results were obtained with other vendors’ AC algorithms.Methods…”
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Analysis of gamma-ray spectra with spectral unmixing — Part I: Determination of the characteristic limits (decision threshold and statistical uncertainty) for measurements of environmental aerosol filters Autor Xu, Jiaxin, Bobin, Jérôme, de Vismes Ott, Anne, Bobin, Christophe, Malfrait, Paul

“… In this paper, we present the quantification of the decision threshold and the limits of the coverage interval for the metrological use of such spectral unmixing algorithms…”
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Differences in dynamic susceptibility contrast MR perfusion maps generated by different methods implemented in commercial software Autor Orsingher, Laura, Piccinini, Silvia, Crisi, Girolamo

“… We focused the comparison on their main analysis issues, that is, the gamma-variate…”
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ASpli: integrative analysis of splicing landscapes through RNA-Seq assays Autor Mancini, Estefania, Rabinovich, Andres, Iserte, Javier, Yanovsky, Marcelo, Chernomoretz, Ariel

“… Since then, ever-growing data availability and the development of increasingly sophisticated analysis methods have uncovered the complexity of the general splicing repertoire…”
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Seizure detection: correlation of human experts Autor Wilson, Scott B, Scheuer, Mark L, Plummer, Cheryl, Young, Bryan, Pacia, Steve

“…Objective: The description and application of a new, overlap-integral comparison method and the quantification of human vs…”
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Energy dispersive X-ray fluorescence for elemental analysis of foods Autor Mamtha, S.I., Paranthaman, R., Negi, Aditi, Moses, J.A.

“… This method capitalizes on the characteristics of X-rays emitted by the elements in a sample when excited by the high-energy X-ray source, enabling quantitative and qualitative analysis across a wide range of matrices…”
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The formal stochastic framework for comparison of genetic algorithms Autor Popela, P., Roupec, J., Osmera, P., Matousek, R.

“… The quantification of the algorithms' capabilities inspires the use of statistical methods. A significant difference between various setups is detected by statistical tests…”
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