Suchergebnisse - Linear normalization algorithm

Evaluating Voxelmorph: A Learning-Based 3D Non-Linear Registration Algorithm, Against the Non-Linear Symmetric Normalization Technique from Ants von Madge, Victoria

“… VoxelMorph is a deep learning-based non-linear technique promising fast diffeomorphic registrations and claiming comparable results to Symmetric Normalization from Advanced Normalization Tools (ANTs SyN …”
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Rapid phase demodulation for projection fringe profilometry von Zhang, Zhun, Chen, Jian pei, Liu, Shengde, Li, Jin qian, Chen, Qi jie, Zhong, Li yun

“… Secondly, the linear normalization algorithm is introduced to make the captured fringe normalization …”
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Evaluating intensity normalization on MRIs of human brain with multiple sclerosis von Shah, Mohak, Xiao, Yiming, Subbanna, Nagesh, Francis, Simon, Arnold, Douglas L., Collins, D. Louis, Arbel, Tal

“… ’ complexities, on the task of MS lesion identification against a linear normalization approach …”
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Comparative study on ChIP-seq data: normalization and binding pattern characterization von Taslim, Cenny, Wu, Jiejun, Yan, Pearlly, Singer, Greg, Parvin, Jeffrey, Huang, Tim, Lin, Shili, Huang, Kun

“… Here, we present a non-linear normalization algorithm and a mixture modeling method for comparing ChIP-seq data from multiple samples and characterizing genes based on their RNA polymerase II (Pol II) binding patterns. Results …”
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Toward Achieving Rapid Estimation of Vitamin C in Citrus Peels by NIR Spectra Coupled with a Linear Algorithm von Zhang, Weiqing, Lin, Mei, He, Hongju, Wang, Yuling, Wang, Jingru, Liu, Hongjie

“… ) algorithm, indicating that normalization correction (NC) was more suitable for spectral preprocessing and NC-PLS model built with full NC spectra (375 wavelengths …”
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Effects of interpolation methods in spatial normalization of diffusion tensor imaging data on group comparison of fractional anisotropy von Chao, Tzu-Cheng, Chou, Ming-Chung, Yang, Pinchen, Chung, Hsiao-Wen, Wu, Ming-Ting

“… ), with FA values measured before and after spatial normalization using two interpolation algorithms …”
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A comparison of meteorological normalization of PM2.5 by multiple linear regression, general additive model, and random forest methods von Qi, Ling, Zheng, Haotian, Ding, Dian, Wang, Shuxiao

“… PM2.5 is still one of the major atmospheric pollutants worldwide. Extracting contributions of anthropogenic emission control from the observed PM2.5 variations …”
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Graph-based normalization and whitening for non-linear data analysis von Aaron, Catherine

“… In this paper we construct a graph-based normalization algorithm for non-linear data analysis …”
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Hyperpolarized 129Xenon MRI Ventilation Defect Quantification via Thresholding and Linear Binning in Multiple Pulmonary Diseases von Roach, David J, Willmering, Matthew M, Plummer, Joseph W, Walkup, Laura L, Zhang, Yin, Hossain, Md Monir, Cleveland, Zackary I, Woods, Jason C

“… : linear binning and thresholding.RATIONALEThere is no agreed upon method for quantifying ventilation defect percentage (VDP …”
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The Effect of Various Dose Normalization Strategies When Implementing Linear Boltzmann Transport Equation Dose Calculation for Lung Stereotactic Body Radiation Therapy Planning von Erickson, Brett G, Ackerson, Bradley G, Kelsey, Chris R, Yin, Fang-Fang, Adamson, Justus, Cui, Yunfeng

“… To explore implications of various plan normalizations when implementing a linear Boltzmann transport equation solver dose calculation algorithm (LBTE …”
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Linear normalization of MR brain images in pediatric patients with periventricular leukomalacia von Machilsen, Bart, d'Agostino, Emiliano, Maes, Frederik, Vandermeulen, Dirk, Hahn, Horst K., Lagae, Lieven, Stiers, Peter

“… The feasibility of linear normalization of child brain images with structural abnormalities due to periventricular leukomalacia (PVL …”
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Infrared Precursor Experiment to Predict Water Inrushes in Underground Spaces Using a Multiparameter Normalization von Cao, Kewang, Dong, Furong, Ma, Liqiang, Khan, Naseer Muhammad, Feroze, Tariq, S. Alarifi, Saad, Hussain, Sajjad, Ali, Muhammad

“… The multiparameters such as strain energy field and infrared radiation temperature field were normalized based on the normalization …”
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A Note On Advanced Normalization Algorithms And Their Applications von Amutha, B, Perumal, R, Jackson, J, Senthil, S

“… In this paper we suggest 'Advanced normalization method' and its algorithms to solve the max linear system and its applications are discussed …”
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Polarimetric Retrieval of Raindrop Size Distribution: Double‐Moment Normalization Approach and Machine Learning Techniques von Shin, Kyuhee, Kim, Kwonil, Song, Joon Jin, Lee, GyuWon

“… In contrast, machine learning (ML) algorithms offer a promising solution as it effectively models the complex non‐linear relationship …”
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Smart indoor monitoring for disabled individuals using an ensemble of deep learning models in an IoT environment von Alsubaei, Faisal S., Alshdadi, Abdulrahman A., Rizwanullah, Mohammed

“… Indoor activity monitoring methods assurance the well-being and security of disabled and aging individuals living in their homes. These models utilize numerous …”
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A Reverberation-Time-Aware Approach to Speech Dereverberation Based on Deep Neural Networks von Wu, Bo, Li, Kehuang, Yang, Minglei, Lee, Chin-Hui

“… There are three key steps in designing a robust system. First, in contrast to sigmoid activation and min-max normalization in state-of-the-art algorithms, a linear activation function at the output layer and global mean-variance normalization of target …”
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Privacy preserving blockchain integrated explainable artificial intelligence with two tier optimization for cyber threat detection and mitigation in the internet of things von Alohali, Manal Abdullah, Aljebreen, Mohammed, Ahmad, Nazir, Alahmari, Sultan, Albouq, Sami Saad, Alqazzaz, Ali, Alkhiri, Hassan, Said, Yahia

“… Cyber threat hunting early hunts for cyberattacks hidden by conventional defence tools. It inspects extreme to recognize mischievous programs (i.e., malware) …”
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Data normalization for addressing the challenges in the analysis of single-cell transcriptomic datasets von Cuevas-Diaz Duran, Raquel, Wei, Haichao, Wu, Jiaqian

“… Background Normalization is a critical step in the analysis of single-cell RNA-sequencing (scRNA-seq) datasets …”
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Trajectory of lobar atrophy in asymptomatic and symptomatic GRN mutation carriers: a longitudinal MRI study von Chen, Qin, Boeve, Bradley F., Senjem, Matthew, Tosakulwong, Nirubol, Lesnick, Timothy, Brushaber, Danielle, Dheel, Christina, Fields, Julie, Forsberg, Leah, Gavrilova, Ralitza, Gearhart, Debra, Graff-Radford, Jonathan, Graff-Radford, Neill, Jack, Clifford R., Jones, David, Knopman, David, Kremers, Walter K., Lapid, Maria, Rademakers, Rosa, Ramos, Eliana Marisa, Syrjanen, Jeremy, Boxer, Adam L., Rosen, Howie, Wszolek, Zbigniew K., Kantarci, Kejal

“… Loss-of-function mutations in the progranulin gene (GRN) are one of the major causes of familial frontotemporal lobar degeneration. Our objective was to …”
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Compensation for systematic cross-contribution improves normalization of mass spectrometry based metabolomics data von Redestig, Henning, Fukushima, Atsushi, Stenlund, Hans, Moritz, Thomas, Arita, Masanori, Saito, Kazuki, Kusano, Miyako

“… We present a novel normalization algorithm, which compensates for systematic CC effects that can be …”
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