Table 1.

Conditionally recommended devices by NICE for remote monitoring of Parkinson’s disease to inform treatment decisions.

Manufacturer	Device name	Device location	Detected symptoms	Algorithm	Number of patients trained for ML	Medical device certification	Cost according to NICE	Weakest points	Strongest points
PKG Health	PKG™	1 wrist sensor	ON/OFF, Bradykinesia (Upper limbs), Dyskinesia (Upper limbs), Tremor, Inactivity/Rest	Statistical method	–	FDA/CE Class IIa/TGA	225£ per report	Detection of only arm symptoms/Report	Usability
Great Lakes Neurotech	KINESIA360™	2 sensors (wrist/ankle)	Tremor, Dyskinesia, Bradykinesia, Mobility, Posture, Steps	Regression model	–	FDA/CE Class I/TGA	224£ per report	Usability	Gait data added to wrist information
Great Lakes Neurotech	KINESIAU™	1 wrist sensor	Tremor, Dyskinesia, Bradykinesia	Regression model	–	FDA/UKCA	64£ per patient	Detection of only arm symptoms	Usability
PD neurotechnology	PDMONITOR™	5 body-worn sensors	ON/OFF, Bradykinesia, Dyskinesia, Tremor, Freezing of Gait, Gait Parameters, Inactivity/Rest	ML in clinical and home environments	20 in clinical settings, 24 in home environments	CE Class IIa	350£ per month	Usability/Report	Comprehensive evaluation of symptoms
Sense4Care	STAT-ON™	1 waist sensor	ON/OFF, Bradykinesia, Dyskinesia, Freezing of Gait, Gait Parameters, Falls, Inactivity/Rest	ML in home environments	92 in home environments	CE Class IIa	1,600£ per year	Tremor not detected	Algorithm performance/single device