HEALTHCARE

We use data science and custom software engineering to shape the future of the healthcare industry

TYPES OF PROJECTS WE DO

  • Data Science Research
  • Product Development

OUR FOCUS

Quantum aims to advance the healthcare industry through data science and custom engineering solutions.

Quantum’s expertise includes data science research, imagery analysis, digital signal processing, statistical data analysis, as well as custom telemedicine solutions.

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EXPERTISE

IMAGERY ANALYSIS

  • Discovering and identifying anomalies to facilitate early diagnostics using neural networks

  • Imagery analysis to help reduce misdiagnosis and medical errors

  • Semantic and instance segmentation to detect diseases using MRI images

DIGITAL SIGNAL PROCESSING

  • Data cleaning of medical sensors, pre-processing, and signal smoothing

  • Using edge computing for pattern recognition and anomaly detection

  • Using neural networks to improve model generalization

  • Building predictive models based on recognized patterns

STATISTICAL DATA ANALYSIS

  • Analyzing and creating predictive algorithms and models to deliver actionable insights and support clinical decision-making

  • Using ML and data augmentation to discover patterns, predict drug resistance as well as diagnosis, epidemics, etc.

  • Using deep learning and ML on vast amounts of data to improve prediction for non-linear effects

  • Combining neural networks with statistical features to improve prediction quality

TELEMEDICINE

  • Developing turnkey solutions that guarantee the quality assurance of medical procedures

  • Digitally connecting patients with healthcare providers

  • Using IoT and wearables to provide remote health monitoring, diagnostics, and care access

  • Chronic disease management

  • Supporting the service quality of patients with forms and flows

Models of Cooperation

TIME AND MATERIAL

Suitable for dynamic and flexible mid-sized and large projects

FIXED-PRICE

Suitable for small and mid-sized projects with a strictly defined scope and a clear deadline

DEDICATED TEAM

Suitable for long-term projects where the scope isn’t strictly defined, and the managers want to manage the remote team themselves

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