Table 1 Areas of medicine where the next generation of smart mirrors is likely to create new opportunities to improve the health of patients

From: Reflecting health: smart mirrors for personalized medicine

Modality

Summary

Application

Passive monitoring

The ability to interact with users, without directly engaging them, to monitor physiological changes and health status.

Emotion detection

Balance measurement

Skin variation

Hair loss

Cardiovascular risk

Dynamic monitoring

The ability to receive user operation/interaction as input and provide real-time response related to the input (e.g., correction suggestions, health scores).

Gait analysis

Cognitive performance

Grip strength

Voice tracker

Physical therapy

Digital biomarker detection

The automatic detection of various metrics that are useful for assessing health.

Heart rate

Heart rate variability

Blood pressure

Respiratory rate

Stress level

Eye health

Telemedicine

A remote interaction between the patient and physicians.

Vitals detection

EHR integration

Personalized care

Health visualization

Health and fitness

Fitness and health performance as characterized by general consumer health (not in terms of clinical care).

Weight loss

Body fat

Activity tracking

Motivation

Metabolic performance

Personal coaching

  1. For each area, we highlight some specific example applications; we notice that each application can also be combined with other ones to obtain more comprehensive and multimodal systems