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The purpose of the study is to collect data to support the development and validation of a machine learning model for the automatic detection, prediction and monitoring of labour, through the use of a wearable sensor (Bloomlife sensor) that can be easily used at home.
Women participating in the study will be asked to regularly record data with the Bloomlife sensor, from inclusion in the study until delivery. In addition, clinical information related to their pregnancy and delivery will be collected.
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| Label | Type | Description | Intervention Names |
|---|---|---|---|
| Bloomlife | Experimental |
|
| Name | Type | Description | Arm Group Labels | Other Names |
|---|---|---|---|---|
| Bloomlife | Device | Women use the Bloomlife sensor to collect data throughout their pregnancy. The collected data is stored locally in the device, but it is not used to provide any feedback to the patients or to the clinical team. Therefore the use of the device doesn't have an impact on clinical decision making and patients' care. |
| Measure | Description | Time Frame |
|---|---|---|
| Accuracy | Accuracy of the machine learning model for the automatic detection of labor, measured in terms of sensitivity and specificity in detecting labour | At delivery |
| Measure | Description | Time Frame |
|---|---|---|
| Labour probability | Probability of being in labour, computed using electrophysiological signals collected with the Bloomlife sensor | At delivery |
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Inclusion Criteria:
Exclusion Criteria:
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| Name | Affiliation | Role |
|---|---|---|
| Wilfried Gyselaers, MD, PhD | Ziekenhuis Oost-Limburg | Principal Investigator |
| Frederic Chantraine, MD, PhD | CHR de la Citadelle | Principal Investigator |
| Facility | Status | City | State | ZIP | Country | Contacts |
|---|---|---|---|---|---|---|
| Ziekenhuis Oost-Limburg | Genk | 3600 | Belgium | |||
| CHR de la Citadelle |
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|
| Liège |
| 4000 |
| Belgium |