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915 protocols using matlab software

1

EEG Recording and Analysis Protocol

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Nineteen Ag/Agcl scalp electrodes (active electrodes, SYMTOP, Beijing, China) Fp1, Fp2, F3, F4, C3, C4, P3, P4, O1, O2, F7, F8, T7, T8, P7, P8, Fz, Cz and Pz were placed on the scalp in accordance with international standard 10–20. These 19 Ag/AgCl scalp electrodes are linked to 19 data channels, and 2 reference electrodes (A1 and A2) are linked to the both earlobes. The UEA-BZ amplifier (SYMTOP, Beijing, China) was linked to these data channels to amplify and digitize the EEG signals. The acquisition of EEG signals was handed by Study Rome software. The preprocessing of raw EEG was performed in MATLAB software (MathWorks Inc., Natick MA, United States). EEG microstate analyses were carried out by Cartool software (the Key Institute for Brain-Mind Research, Zurich, Switzerland). Statistical analyses were performed by SPSS 25.0 software (IBM Inc., Chicago, IL, United States) and MATLAB software (MathWorks Inc., Natick MA, United States).
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2

Survival Assay Imaging Protocol

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Survival assay flasks were imaged with the BIO-RAD ChemiDoc chemiluminescent imager (BIO-RAD, Hercules, CA) via ImageLabTM 2.0.1 software (BIO-RAD) under white trans illumination utilizing a standard emission filter. These images were binarized and converted into a surface plot via MATLABTM software (MATHWORKS, Natick, MA). Pixel differences addressed colony distribution incorporating all colonies between the widths of 3 to 8 cm and depths of 2 to 17.5 cm.
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3

In vitro Stability and Cavitation Threshold of C-dots Microbubbles

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The in vitro stability of the C-dots MBs was measured by estimating their echogenicity from US B-mode images. The C-dots MBs (0 – 10×106 MBs/mL) were transferred into a 2% agarose phantom and imaged at intervals of 10 min at 37 °C for 1 h by a 7.5-MHz US imaging system (model t3000, Terason, MA, USA). The echogenicity of the C-dots MBs were estimated by comparing the signals intensity at each time point with 0 min by MATLABTM software (The MathWorks, Natick, MA, USA). The threshold of inertial cavitation at which MBs destruction occurred in the C-dots MB suspension (10×106 MBs/mL) with irradiation by a 1-MHz US sonication system (ST-TM1-20, Sonitron GTS Sonoporation System, Nepa Gene Co., Ltd. Japan) was determined using the US imaging system. The 1-MHz US sonication system was operated at 50% duty cycle with different powers (0.25, 0.5, 0.75, 1 W/cm2).
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4

Quantifying rhBMP-2 Bioactivity via Curve Fitting

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The background signal from the samples containing no rhBMP-2 was subtracted from the absorbance value of each test sample. The bioactivity of the sample was determined by fitting the data using a four-parameter logistic equation model, where
Y = measured optical density at 405 nm,
X = concentration of rhBMP-2,
A = minimum optical density,
B = slope at the inflection point,
C = ED50 (concentration that reflects that at half of the maximum concentration), and
D = maximum optical density.
MATLAB software (version R2016b; Mathworks) was used for the curve fitting using a modified program.* The upper limits of parameters A, B, C, and D were set at 1, infinity, 1369, and infinity, respectively. Lower limits were not set.
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5

Transverse Relaxation and MRI Analysis

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T2 relaxation measurements were performed using a low-field nuclear magnetic resonance (LF-NMR) analyzer minispec PQ 001 (Niumag, Ltd., Shanghai, China). The fish sample (2 × 2 × 2 cm) was put into the detecting tube (70-mm diameter). Using the Carr-Purcell-Meiboom-Gill sequence to set the T2 measurement parameters (9 (link)), the analysis software (NMI20-030H-1 NMR analyzer: Suzhou Niumag Analytical Instrument Co., Suzhou, China) was used to iteratively invert the collected signals to obtain the transverse relaxation time T2 spectrum. Similarly, the proton density distribution of the sample is determined by magnetic resonance imaging (MRI) after setting the parameters. The gray-scale map of proton intensity was altered to be pseudocolor images by MATLAB software (MathWorks Inc., Natick, MA, USA).
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6

Multimodal Neuroimaging Analysis of Reward Circuits

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MRI process and analysis were performed as previously described.
23 (link) For VBM analysis, all mice 3D T2‐WI images were preprocessed using SPM12 software (Wellcome Department of Cognitive Neurobiology, University College of London, UK), which included linear registration, segmentation, normalization, Jacobian modulation, and smoothing.
For rs‐fMRI analysis, we first discarded 10 volumes of fMRIs. After correcting the slice timing and head motif for the rest of the volumes, they were spatially normalized to the template established by 3D T2‐WI images. Then, to smooth the images, an 8‐mm full width at half maximum (FWHM) Gaussian kernel was used. Signal regression and motion vectors were used to correct for systemic noise. Next, the seed region of interest (ROI) was obtained from the VBM results. Second, the resting‐state functional connectivity map between the PFC and the reward system was calculated using the Pearson correlation coefficient. Fisher Z‐transformation was performed to increase the normality of the functional connectivity data. After statistical analysis of functional connectivity values using GraphPad Prism 8 (La Jolla, CA, USA), t‐values reflecting the differences in functional connectivity were converted into a matrix using MATLAB software (The MathWorks Inc).
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7

Spectral Segmentation and Analysis of Bread

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The HSIs in the SWIR and Vis-NIR ranges were segmented using the Otsu technique [38 (link)]. During the segmentation process, we developed binary images, with the pixels of the unwanted background set at zero (black), and the nonzero (white) elements were utilized to extract the pixels of the bread samples. The average of the spectra of the pixels of the bread samples for each image was obtained to acquire a representative spectrum. For the Vis-NIR region, images at 526 nm were utilized to segregate the pixels of concern from the background. For the SWIR region, the best contrast between the pixels of the bread sample and their background was obtained at 1513 nm. Also, the wavebands with the smallest amount of signal-to-noise ratio were removed. The binary images were applied to all the 224 and 288 waveband images for the Vis-NIR and SWIR wavelength regions, respectively. The spectral data obtained from each bread sample was arranged in an Excel file for multivariate data analysis. MATLAB software (MATLAB version 9.6, R2019a, MathWorks Inc., Natick, MA, USA) was used for the image segmentation and spectral data extraction [32 (link)].
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8

ECG-derived Vectorcardiographic Analysis

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Clinically obtained ECGs were reanalyzed in the GE MUSE Cardiology Information System version 8.0.2.10132 with analysis software version 241 (GE Healthcare, Chicago, IL) and exported in XML format. The fiducial points used to measure QRSd were manually over-read by 2 readers (D.J.F. and K.E.). QRS morphology was designated by the same 2 readers, who were blinded to outcomes. LBBB morphology was further divided into strict and nonstrict LBBB using the Strauss criteria.18 (link) Notably, the Strauss criteria incorporate information on both QRSd and characteristics (eg, notching).
For the current study, vectorcardiographs were derived from the XML files using customized MATLAB software (MathWorks, Inc, Natick, MA) using the Kors matrices.19 (link) We calculated the QRSA8 (link),12 (link) using the median complex. The integral under the depolarization curve was calculated for each of the 3 planes (x, y, z) and the 3-dimensional QRSA was calculated as (QRSx2 + QRSy2 +QRSz2)1/2.12 (link)
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9

Static Postural Sway Assessment

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Balance was assessed with static posturography by measuring the extent of postural sway in four conditions, each for two 20-second trials: (1) eyes open feet shoulder width apart (EOFA), (2) eyes closed feet shoulder width apart (ECFA), (3) eyes open feet together (EOFT), and (4) eyes closed feet together (ECFT). Foot spread in the feet apart condition was measured at baseline and repeated at this distance annually, and range was 9 to 35 cm. Data were collected at 1000 Hz using a Kistler 9281 force plate (Kistler Instrumente AG, Winterthur, Switzerland).7 (link) Balance deficits were calculated as the magnitude of postural sway (sway amplitude, in mm) using custom Matlab software (TheMathWorks, Inc, Natick, Massachusetts).
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10

Fluorescence Imaging of Ca2+ Dynamics in NSCs

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The fluorescence imaging of the Ca2+ dynamics of NSCs cultured on Au nanostrip array with a rotating magnetic field (300 rpm) for 5 days was performed using a fluorescent Ca2+ indicator (Fluo‐4 AM, Beyotime Biotechnology). Briefly, neurons on different substrates were washed with PBS three times and incubated with 0.5 × 10−6 m Fluo‐4 AM for 10 min at 37 °C in HEPES (Sigma‐Aldrich, USA). After incubation with Fluo‐4 AM, the neurons were washed with PBS and incubated for another 20 min to allow complete de‐esterification of the dye. A LSM800 confocal laser scanning microscope (Carl Zeiss) was used to observe and photograph the neurons labeled with Fluo‐4 AM. Neurotransmitters (acetylcholine, g‐aminobutyric acid, dopamine, or glutamine) at a concentration of 500 × 10−6 m were used to stimulate neurons to trigger Ca2+ sparks. The relative fluorescence intensity change (%ΔF/F) for individual neurons showing the change in intracellular concentration of Ca2+ after stimulation by the neurotransmitters was calculated using MATLAB software (MathWorks, USA). The fluorescence imaging of the Ca2+ dynamics of the NSCs cultured on TCP without a rotating magnetic field (300 rpm) for 7, 9, or 10 days was performed in the same way.
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