NAME Laboratory for biomedical signal processing and artificial inteligence

DESCRIPTION

The laboratory provides hardware support, software tools and knowledge for the application of advanced signal processing and machine learning techniques to diagnostic and prediction problems in bioengineering. Hardware and software structures are provided for the treatment of large repositories of biosignals (ECG, bioimpedance, capnography, ...) and biomedical data (records of monitors, clinical data, ...). These structures allow the development of models and validation of technology / software for patient monitoring or diagnostic aid.

FIELDS OF APPLICATION

Digital health

Electromedical devices

Laboratory equipment

Medical Image

Orthopedic and rehabilitation Technology

MOST OUTSTANDING EQUIPMENT AND COMPONENTS

  • BIOPAC (Biopac Systems Inc.) portable platform for the acquisition and recording of biomedical signals

    BIOPAC (Biopac Systems Inc.) portable platform for the acquisition and recording of biomedical signals. It includes 12-lead ECG, thoracic impedance and pulsioximetery.

  • Multichannel system PowerLab 26T (AD-Instruments) for monitoring and acquiring physiological signals

    Multichannel system PowerLab 26T (AD-Instruments) for monitoring and acquiring physiological signals. This portable system includes 3-lead ECG, finger/ear pulsioximeter and thoracic impedance. It can connected to an external PC.

  • Portable system for recording and monitoring non invasive cerebral oximetry

    Portable system for recording and monitoring non invasive cerebral oximetry, with three modules: 1 oximeter Niro-200NX (Hamamatsu) of high time-resolution and 2 acquisition channels, and 2 light portable devices SenSmart X-100 (Nonin) with 4 input channels. All modules equipped for out-of-hospital use.

  • System for data processing, computing and recording

    System for data processing, computing and recording with two modules: 1) T-Series W Xeon server with 2 GPUs Gigabyte RTX 2080 Ti. 2) Workstation Asus ESC4000 Xeon Silver 4216, with 4 GPUs Geforce RTX 2080Ti (for applications of deep learning). Both are integrated in the communication network of the UPV/EHU.

SERVICES OFFERED BY THE ASSET

Biomedical signal analysis

Expert advice on the development of systems and products for the processing of biomedical signals with the final aim of extracting information for the monitoring and diagnosis of patients. Can be applied for the proof of concept or in the development of new products.

Design and validation of artificial intelligence models

Design and development of machine learning and deep learning models for problems of classification or prediction of clinical data and/or biomedical signals. Useful for the preclinical validation of diagnostic hypothesis, proof of concept or technological development based on signal processing and the clinical data

Laboratory of medical signal acquisition

Multichannel recording of biomedical and physiological signals in a controlled environment. Can be applied for the proof of concept or in the development of new products.

System for the compiling of biomedical records

Design and implementation of computer networks for the compiling and management of biomedical data and records from devices and monitors.

ENTITY MANAGING THE ASSET

ENTITY MANAGING THE ASSET
UPV/EHU
Contact person:
Gorka Artola Beobide
gorka.artola@ehu.eus