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MATLAB Data Analysis and Modelling Services

Pubrica provides data analysis and numerical modelling in MATLAB for engineering, biomedical and physical science research groups. MATLAB is used widely for signal and image processing, numerical computation and simulation. Our analysts write documented scripts and functions, validate them against known cases, and deliver the code with the results.

  • Documented scripts and functions with inputs, outputs and assumptions described
  • Toolboxes stated so that you know which licences are needed to rerun the code
  • Validated against known cases before the analysis is applied to study data
  • Publication figures exported at the resolution and size the journal requires
  • Methods written for the manuscript, describing the algorithms and parameters used
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What you receive

MATLAB scripts and functions with documentationIncluded

List of toolboxes and versions requiredIncluded

Figures and tables for the manuscriptIncluded

Methods and results sectionsIncluded

Validation record for the algorithms usedIncluded

Service Scope

What Our MATLAB Analysis Service Covers

Each project is scoped individually. The components below are combined according to your study and its requirements.

Signal processing Filtering, spectral analysis and feature extraction for ECG, EEG, EMG and other physiological signals.
Image processing Segmentation, registration and quantitative analysis of biomedical images.
Numerical modelling Differential equation models, optimisation and parameter estimation.
Statistical analysis Hypothesis testing and regression with the Statistics and Machine Learning Toolbox.
Simulation Monte Carlo and pharmacokinetic simulations with the assumptions documented.
Meta-analysis tools Analyses using MATLAB-based tools such as MetaLab where the project requires them.

Applications

Typical Applications of MATLAB

Biomedical engineeringSignal and image analysis pipelines.
Physiology and neuroscienceEEG and electrophysiology processing.
PharmacokineticsCompartmental modelling and simulation.
Medical devicesAlgorithm prototyping and verification data analysis.
Theses and dissertationsModelling chapters with code supplied.

Process

How the Project Works

Methods, deliverables and fees are confirmed in writing before work begins.

01 Data and question reviewWe review the dataset, the research question and any analysis plan, and confirm that MATLAB suits the analysis.
02 Analysis plan agreedMethods, variables, handling of missing data and outputs are agreed in writing before analysis starts.
03 Analysis and codeThe analysis is carried out in MATLAB with commented code, and a second statistician checks the outputs.
04 Report and outputsYou receive tables, figures and a methods and results section written to the relevant reporting guideline.
05 Queries and revisionsWe answer your questions and reviewer comments on the analysis within the agreed scope.

FAQs

Frequently Asked Questions

If your question is not answered here, ask an expert.

Yes. Scripts and functions are delivered with documentation and the list of toolboxes required.

Yes, where you need an open-source version. Conversion is quoted separately and the results are compared with the original.

Yes. We agree the file formats and sampling details at the start and document the import steps.

Yes. Algorithms are tested against synthetic or reference data before they are applied to study data.

Pubrica Academy

Further Reading in Pubrica Academy

AcademyWhat Is MetaLab Software in MATLAB? AcademySoftware Programs to Assist Meta-Analysis AcademyBiostatistics in Current Health Data Research CategoryAll articles in Research Data, Analytics & AIPubrica Academy articles on statistics, data collection, analytics and AI.

Request a Quote for MATLAB Data Analysis

Send your dataset description and research question. We confirm the methods, the deliverables and the fee before any work begins.

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Regulations

Check your project against this rule

  1. 1Your work
  2. 2Your details
  3. 3Send
What do you need?

Material you send is held under signed confidentiality, with access limited to the assigned team and encrypted transfer. It is not used to train anything and is not passed to third-party tools. Ask for the agreement before you send anything you would rather cover first.