Search Results - statistics quantification methods of comparison of algorithms

Comparison of non-parametric T2 relaxometry methods for myelin water quantification by Canales-Rodríguez, Erick Jorge, Pizzolato, Marco, Piredda, Gian Franco, Hilbert, Tom, Kunz, Nicolas, Pot, Caroline, Yu, Thomas, Salvador, Raymond, Pomarol-Clotet, Edith, Kober, Tobias, Thiran, Jean-Philippe, Daducci, Alessandro

“…•A comparison between ten methods for computing the T2 distribution was performed…”
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Bayesian Confidence Intervals for Multiplexed Proteomics Integrate Ion-statistics with Peptide Quantification Concordance by Peshkin, Leonid, Gupta, Meera, Ryazanova, Lillia, Wühr, Martin

“… The relative protein abundances are inferred by comparing the signals generated by isobaric tags, which encode the samples' origins…”
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Automated detection and quantification of reverse triggering effort under mechanical ventilation by Pham, Tài, Montanya, Jaume, Telias, Irene, Piraino, Thomas, Magrans, Rudys, Coudroy, Rémi, Damiani, L. Felipe, Mellado Artigas, Ricard, Madorno, Matías, Blanch, Lluis, Brochard, Laurent

“… A secondary objective was to describe the magnitude of the efforts generated during RT. Methods We developed algorithms for detection of RT using Paw and flow waveforms…”
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UMI-nea: a fast, robust tool for reference-free UMI deduplication and accurate quantification by Deng, Jixin, Zhang, Jingxiao, Tian, Song, DiCarlo, John, Xu, Hong, Rulli, Samuel J, Shaffer, Jonathan M, Gupta, Vikas, Karakoyun, Toeresin

“… However, many existing UMI deduplication tools rely on simple Hamming distance comparisons or suboptimal clustering algorithms, often resulting in erroneous UMI groupings, particularly in error-prone…”
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Uncertainty quantification of pollutant source retrieval: comparison of Bayesian methods with application to the Chernobyl and Fukushima Daiichi accidental releases of radionuclides by Liu, Y., Haussaire, J.‐M., Bocquet, M., Roustan, Y., Saunier, O., Mathieu, A.

“… However, in spite of seemingly reliable estimates, the retrievals are rarely accompanied by an objective estimate of their uncertainty, except when Gaussian statistics are assumed for the errors…”
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A Bayesian framework for performance assessment and comparison of imaging biomarker quantification methods by Smith, Brian J, Beichel, Reinhard R

“… of interest in images, and the algorithms that calculate biomarkers from regions. Moreover, these sources may differ within and between the quantification methods employed…”
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Left Ventricular Stroke Volume Quantification by Contrast Echocardiography - Comparison of Linear and Flow-Based Methods to Cardiac Magnetic Resonance by Dele-Michael, Abiola O., Fujikura, Kana, Devereux, Richard B., Islam, Fahmida, Hriljac, Ingrid, Wilson, Sean R., Lin, Fay, Weinsaft, Jonathan W.

“… For echo, SV was measured by Doppler and Teichholz methods. Cine‐CMR was used for volumetric SV and LVEF quantification, and delayed‐enhancement (DE…”
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A comparison of two Bayesian approaches for uncertainty quantification by Mara, Thierry A., Delay, Frederick, Lehmann, François, Younes, Anis

“… The posterior pdf is very often inferred by sampling the parameters with Markov Chain Monte Carlo (MCMC) algorithms…”
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Relationship between coronary artery disease and epicardial adipose tissue quantification at cardiac CT: comparison between automatic volumetric measurement and manual bidimensional estimation by Bastarrika, Gorka, Broncano, Jordi, Schoepf, U Joseph, Schwarz, Florian, Lee, Yeong Shyan, Abro, Joseph A, Costello, Philip, Zwerner, Peter L

“…The aim of this study was to compare the reproducibility of bidimensional and volumetric quantification of epicardial adipose tissue (EAT…”
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An Interval-Valued Neural Network Approach for Uncertainty Quantification in Short-Term Wind Speed Prediction by Ak, Ronay, Vitelli, Valeria, Zio, Enrico

“…) of the real target values. The NN training is performed by nondominated sorting genetic algorithm-II, so that the PIs are optimized both in terms of accuracy…”
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Bayesian Confidence Intervals for Multiplexed Proteomics Integrate Ion-statistics with Peptide Quantification Concordance by Peshkin, Leonid, Gupta, Meera, Ryazanova, Lillia, Wühr, Martin

“… The relative protein abundances are inferred by comparing the signals generated by isobaric tags, which encode the samples' origins…”
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Quantification of Respiratory Laryngeal Morphometry: Comparison of Laryngeal Lumen Angle Estimate Methods by Shembel, Adrianna, Kolouri, Soheil, Xu, Hongming, Verdolini Abbott, Katherine

“… morphometric angle estimate methods. Physical measurements of the laryngeal specimens were compared…”
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Tissue Characterization by Ultrasound: Linking Envelope Statistics with Spectral Analysis for Simultaneous Attenuation Coefficient and Scatterer Clustering Quantification by 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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Quantification of accuracy and precision of multi-center DTI measurements: A diffusion phantom and human brain study by Zhu, Tong, Hu, Rui, Qiu, Xing, Taylor, Michael, Tso, Yuen, Yiannoutsos, Constantin, Navia, Bradford, Mori, Susumu, Ekholm, Sven, Schifitto, Giovanni, Zhong, Jianhui

“… configurations at three sites. We assessed the feasibility of multi-center DTI studies by direct quantification of accuracy and precision of each dataset…”
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Prediction and Quantification of Individual Athletic Performance of Runners by Blythe, Duncan A. J., Király, Franz J.

“…) over a range of distances. We are also the first to report on a systematic comparison of predictors…”
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Comparison of public peak detection algorithms for MALDI mass spectrometry data analysis by Yang, Chao, He, Zengyou, Yu, Weichuan

“… However, neither a comprehensive survey nor an experimental comparison of these algorithms is yet available…”
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Reference standard for the evaluation of automatic segmentation algorithms: Quantification of inter observer variability of manual delineation of prostate contour on MRI by Molière, Sébastien, Hamzaoui, Dimitri, Granger, Benjamin, Montagne, Sarah, Allera, Alexandre, Ezziane, Malek, Luzurier, Anna, Quint, Raphaelle, Kalai, Mehdi, Ayache, Nicholas, Delingette, Hervé, Renard-Penna, Raphaële

“…The purpose of this study was to investigate the relationship between inter-reader variability in manual prostate contour segmentation on magnetic resonance…”
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iPQF: a new peptide-to-protein summarization method using peptide spectra characteristics to improve protein quantification by Fischer, Martina, Renard, Bernhard Y.

“… information on peptides is available, yet it is not considered in these methods. Methods: We present iPQF (isobaric Protein Quantification based on Features…”
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A comparison of statistical emulation methodologies for multi-wave calibration of environmental models by Salter, James M., Williamson, Daniel

“… (sometimes called tuning). When calibrating expensive simulators using uncertainty quantification methods, it is usually necessary to use a statistical model called an emulator in place of the computer code when running the calibration algorithm…”
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Parameter Uncertainty Quantification in an Idealized GCM With a Seasonal Cycle by Howland, Michael F., Dunbar, Oliver R. A., Schneider, Tapio

“…Climate models are generally calibrated manually by comparing selected climate statistics, such as the global top…”
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