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Data Science &
Machine Learning (ML)

Machine learning has been taking the industry by storm. At CONSULTiUS, we offer a wide range of expertise on everything Machine Learning with particular strengths in Medical Device and Healthcare industries.

  • Deep Learning
  • Natural Language Processing (NLP)
  • Computer Vision (CV)
  • Generative Adversarial Networks (GANs)
  • Custom Model Training
  • Predictive Modelling
  • R, Python, MATLAB
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Statistical Analysis

No matter which sector you work at, you may find yourself in need of a Statistician. Over the years we have built-up and honed our expertise  in Statistical Analysis Methods which we can now offer you.

  • Biostatistics and Bioinformatics
  • Predictive Modelling and Regression
  • Reference Equation Development (GAMLSS)
  • Sample-size Calculation
  • Hypothesis Testing
  • Data Visualisation
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Signal Processing

As seasoned veterans in Signal Processing, we can offer our insight into your project. From Pre-processing, Feature Selection/Definition to Post-Processing, we can help you along the way.

  • Biomedical and Statistical Signal Processing
  • Time-series Analysis
  • Spectral Analysis
  • Time-Frequency Analysis
  • Signal Enhancement and Filtering
  • Adaptive Methods
A time-frequency plot generated using the Empirical Mode Decomposition technique (Hilbert-Huang Spectrum), signifies the role of signal processing in data analysis

Automation &
Algorithm Development

Nothing describes Automation quite as well as the game Factorio! At CONSULTiUS, we are no strangers to increasing efficiency through Automation and Algorithm Development.  

  • Automation of entire Data Analysis Pipeline
  • Automation of Medical Device calibration processes
  • Custom Algorithm Development
  • Automatic Event Detection
  • Training your staff on Automation and how it can help them in practice
  • MATLAB, R, Python
A gif of the game Factorio, signifies automation which can increase efficiency

Computational & Mathematical Modelling

Computational/mathematical models are powerful tools to explore and understand the characteristics of complex systems. We have extensive experience in design and development of novel computational models to investigate the behaviour of systems of different sizes from cell biology to social networks.

  • Modelling protein structure
  • Modelling chromosome organisation and dynamics
  • Analysis of genomic datasets
  • Social network analysis
  • Modelling collective animal behaviour
  • LAMMPS, Python, MATLAB, R, C++, JAVA
A DNA structure made of leaves for aesthetic purpose, signifies the role computational modelling of biological systems

Technical & Medical Writing

We have extensive experience in writing peer reviewed scientific Technical and Medical papers. More notably so in the following fields:

  • Signal Processing
  • Statistical Reference (Normative) Equations
  • Respiratory Physiology and Tidal Breathing (an alternative respiratory assessment method)
  • Machine Learning
  • Graph/Social-Network Analysis
  • See some of our publications here
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Let's talk about your next project

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