TABLE 5.

PDF distances for each clinical data for each proposed method. The larger is the scored distance the better the method is able to cluster DVPs in a clinical relevant manner. The methods are scored, for each clinical data, from the best to the poorest.

Variable	Distance	Method	Variable	Distance	Method	Variable	Distance	Method
Age	0.19	CNN AE baseline	0.05	BMI	CNN AE template	0.05	BPM	CNN AE baseline
Age	0.18	DDTW baseline	0.05	BMI	CNN AE baseline	0.04	BPM	DDTW baseline
Age	0.17	CNN AE template	0.05	BMI	DDTW baseline	0.04	BPM	CNN AE template
Age	0.17	Handcrafted template	0.04	BMI	Handcrafted template	0.03	BPM	Handcrafted template
Age	0.17	Handcrafted baseline	0.04	BMI	Handcrafted baseline	0.03	BPM	Handcrafted baseline
Age	0.08	DDTW template	0.03	BMI	DDTW template	0.03	BPM	DDTW template
Age	0.07	Handcrafted optimal	0.02	BMI	Handcrafted optimal	0.02	BPM	Handcrafted optimal
Age	0.05	CNN AE optimal	0.01	BMI	CNN AE optimal	0.01	BPM	CNN AE optimal
Age	0.05	DDTW optimal	0.01	BMI	DDTW optimal	0.01	BPM	DDTW optimal
Height	0.06	Handcrafted baseline	0.08	PAD	CNN AE template	0.09	PAS	CNN AE baseline
Height	0.06	CNN AE baseline	0.08	PAD	CNN AE baseline	0.09	PAS	CNN AE template
Height	0.06	CNN AE template	0.07	PAD	Handcrafted template	0.08	PAS	DDTW baseline
Height	0.06	Handcrafted template	0.07	PAD	DDTW baseline	0.08	PAS	Handcrafted template
Height	0.05	DDTW baseline	0.06	PAD	Handcrafted baseline	0.07	PAS	Handcrafted baseline
Height	0.02	Handcrafted optimal	0.03	PAD	DDTW template	0.03	PAS	DDTW template
Height	0.02	DDTW template	0.03	PAD	Handcrafted optimal	0.03	PAS	Handcrafted optimal
Height	0.02	CNN AE optimal	0.02	PAD	CNN AE optimal	0.02	PAS	CNN AE optimal
Height	0.01	DDTW optimal	0.02	PAD	DDTW optimal	0.02	PAS	DDTW optimal
TT	0.17	DDTW baseline	0.09	PWV	DDTW baseline	0.05	Weight	DDTW baseline
TT	0.17	CNN AE baseline	0.09	PWV	CNN AE baseline	0.05	Weight	CNN AE template
TT	0.16	Handcrafted template	0.09	PWV	Handcrafted baseline	0.05	Weight	CNN AE baseline
TT	0.16	CNN AE template	0.09	PWV	CNN AE template	0.04	Weight	Handcrafted template
TT	0.15	Handcrafted baseline	0.08	PWV	Handcrafted template	0.03	Weight	DDTW template
TT	0.07	DDTW template	0.04	PWV	DDTW template	0.03	Weight	Handcrafted baseline
TT	0.06	Handcrafted optimal	0.03	PWV	Handcrafted optimal	0.02	Weight	Handcrafted optimal
TT	0.05	DDTW optimal	0.03	PWV	DDTW optimal	0.02	Weight	CNN AE optimal
TT	0.05	CNN AE optimal	0.03	PWV	CNN AE optimal	0.02	Weight	DDTW optimal