Title,Publications,"Looking for Collaborations","Monitoring Category","Short Device Description","Company / Institution","Team Description","Website for device","Monitoring Category Description","How is the Device Worn? (Check All that Apply)","Device Worn description","If device is an implantable or external wearable, where on the body is it worn","Device Action (Check All that Apply)","Device action Description",About,"List of Publications","Is the device inter-operable with other devices","How is the Data from Device Transmitted to a Platform?" "Empatica Embrace",Yes,Yes,"Accelerometer, EDA, Location (GPS), Sleep Quality, Temperature","Embrace is a stylish, comfortable wearable that measures multiple signals and uses advanced on-board machine learning/AI to detect a likely convulsive seizure and issue an alert to caregivers.",Empatica,"Empatica makes clinical-quality devices and software for consumers and for leading researchers.",https://www.empatica.com/embrace2,,"External Wearable",,"wrist or ankle","Alert System for Caregiver, Alert System for Person Wearing the Device",,Cloud,"See the regularly updated list of publications in the science section at http://empatica.com",Yes,BlueTooth NINscan-SE,Yes,Yes,"Accelerometer, EDA, EEG, EKG, EMG, Other, Respiration, Self-Report, Sleep Quality, Temperature","NINscan-SE is a multi-modal physiological recording system originally developed for NASA. It has been demonstrated for use in brain monitoring and imaging, ambulatory/exercise settings, polysomnography, first responder physiological monitoring, and during football tackling, among other applications. The wide range of physiological sensors on a robust, mobile platform has strong potential to be combined with machine learning algorithms to improve seizure detection and warning capabilities for epilepsy patients.","Massachusetts General Hospital / Harvard Medical school","Neural Systems Group at MGH",https://www.nmr.mgh.harvard.edu/Neural_Systems_Group/,"In addition to the above, cuffless blood pressure & cerebral hemodynamics","External Wearable",,"Depends on which sensors are deployed, but the box is typically in a pocket with sensors on the head",Other,"Currently set up for recording only; alerts for wearer are possible","SD memory card, transferred to computer","Primary publications: Strangman GE, Ivkovic V, Zhang Q. Wearable brain imaging with multimodal physiological monitoring. J Appl Physiol (1985). 2018;124(3):564-72. Epub 2017/07/15. doi: 10.1152/japplphysiol.00297.2017. PubMed PMID: 28705994. Hu G, Zhang Q, Ivkovic V, Strangman GE. Ambulatory diffuse optical tomography and multimodality physiological monitoring system for muscle and exercise applications. J Biomed Opt. 2016;21(9):091314. doi: 10.1117/1.JBO.21.9.091314. PubMed PMID: 27467190.",Yes,"SD memory card, Bluetooth"