| Title | Organizations/ Researcher |
Category | Year | Details |
|---|---|---|---|---|
| AF detection Algorithm Development |
Organizations/Researcher:
Mawi Research
|
Category:
AI for Arrhythmia Detection
|
Year:
2017-2019
|
Details:
Population: 9000+ single lead ECG recordings; Data Used: open datasets from Physionet and data collected by Mawi band; Status: done.
|
| Longitudinal study on child development in Malawi |
Organizations/Researcher:
Large scale joint research with numerous partners
|
Category:
Biosignal Analysis
|
Year:
2019+
|
Details:
For this project, Mawi has developed a special version of ECG device and software infrastructure for the collection of biosignal data from different sources. You will be able to find more information about this project in an upcoming press release.
|
| Development of sleep analysis system based on publicly available sensors |
Organizations/Researcher:
Done in partnership with startup REMMEDY
|
Category:
Biosignal Analysis
|
Year:
2019
|
Details:
For this project, Mawi has developed a sleep analysis application that uses data from publicly available sensors - chest-strap pulsometers to understand sleep patterns of the person. Feel free to contact us for more information about this project.
|
| AI-based signal filtering |
Organizations/Researcher:
Mawi Research
|
Category:
AI for ECG analysis
|
Year:
2019
|
Details:
We have developed a device-agnostic ECG filtering solution that is based on use of Generative adversarial networks (GANs).
|
| Arrhythmia Detection algorithm improvement and clinical trials |
Organizations/Researcher:
Mawi Research
|
Category:
AI for Arrhythmia Detection
|
Year:
2018-2020
|
Details:
Population: clinical Trial on 500+ people; Status: in progress; Feel free to contact if you want to join this research.
|
| ECG for Emotional State Analysis Research |
Organizations/Researcher:
Mawi Research
|
Category:
AI for ECG analysis
|
Year:
2017-2019
|
Details:
Population: records of 52 people were used;
Data Used: single-lead ECG data of people with evoked emotions was used;
Status: done.
|
| ECG Biometric Identification Project |
Organizations/Researcher:
Mawi Research
|
Category:
AI for ECG analysis
|
Year:
2017-2019
|
Details:
Population: ECG data of 1800+ People;
Data Used: data collected by Mawi team using Mawi band and other ECG devices were used to create the system;
Status: done;
Details: payment wristband solution that uses this technology was presented on FinovateSpring 2018 summit.
View more details
|
| Restoration of Multi-lead ECG by a smaller amount of leads |
Organizations/Researcher:
Mawi Research
|
Category:
AI for ECG analysis
|
Year:
2018-2020
|
Details:
Population: more than 5000 long-term ECGs;
Status: in progress;
Feel free to contact if you want to join this research.
View details in PDF
|
| AI for determining heart age using ECG signal |
Organizations/Researcher:
Joint Research with Insilico Medicine and Young.AI
|
Category:
AI for ECG analysis
|
Year:
2018-2019
|
Details:
Population: more than 20000 long-term ECGs;
Status: in progress.
View more details
|
| Mawi and Softserve R&D Joint Research Projects |
Organizations/Researcher:
Joint Research with Softserve
|
Category:
AI for ECG analysis
|
Year:
2018-2020
|
Details:
Status: in progress.
|
| Automatic heart attack detection |
Organizations/Researcher:
Mawi Research
|
Category:
AI for Heart Disease Prevention
|
Year:
2019-2020
|
Details:
Status: planned.
Feel free to contact if you want to join this research.
View details in PDF
|
| VoxBox - Application that uses VR to deal with stress |
Organizations/Researcher:
Joint Research Team
|
Category:
AI for ECG analysis
|
Year:
2018-2019
|
Details:
Population: final testing was performed on data of 28 People;
Data Used: numerous single-lead ECG measurements made using Mawi band;
Status: done.
View more details
|
| AI for fertility analysis using ECG signal |
Organizations/Researcher:
Mawi Research
|
Category:
AI for ECG analysis
|
Year:
2018-2020
|
Details:
Status: in progress.
|