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Company type | Delaware Corporation |
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Industry | Technology, weight management, health care |
Founded | 1999 |
Founder | John Stivoric (CTO) Astro Teller Chris Pacione Chris Kasabach |
Headquarters | Pittsburgh |
Key people | Christine Robins (CEO) John Stivoric (CTO) Jay Katarincic (Chairman) |
Number of employees | 60 |
Website | www.BodyMedia.com |
BodyMedia was a medical and consumer technology company headquartered in Pittsburgh, Pennsylvania. Incorporated in 1999, BodyMedia developed wearable body monitoring systems. In April 2013, BodyMedia was acquired by Jawbone for an estimated $100 million. [1]
BodyMedia staff published some of the first research on wearability of devices in 1998 [2] and detecting activity context using accelerometers in 1999 [3] at the 2nd and 3rd IEEE sponsored International Symposium on Wearable Computers. The BodyMedia informatics group made available a large anonymised human physiology data set for the 2004 International Conference on Machine Learning, running a Machine Learning Challenge. [4] They published about their very large data set and data modeling methodology at the Innovative Applications of Artificial Intelligence conference in 2011 winning the IAAI Deployed Application award. [5]
Between 2001 and 2005, BodyMedia provided healthcare professionals with metabolic assessment and behavioral therapy products for the treatment of obesity, diabetes, and CVD. BodyMedia have been used in hundreds of clinical studies. [6] The U.S. Food and Drug Administration (FDA) classifies BodyMedia as a Class II Medical Device.[ citation needed ]
BodyMedia was demonstrated to be accurate in comparison to the doubly labeled water method for measuring energy expenditure per day. [7] The mean absolute-percent difference per-person per-day in Kcalories was less than 10%.[ citation needed ] It was also shown that the standard WHO GPAQ survey underestimates physical activity bouts of at least 10 minutes. [8] The clinical and research software and armband were marketed under the "SenseWear" brand and have since been used e.g. to estimate exposure to air pollution in combination with other sensors. [9]
BodyMedia sold a consumer software product for armband hardware starting in 2001. [10] A consumer web site using BodyMedia armbands was branded; run in the US by "Dot Fit".[ citation needed ] In the UK a consumer web site is branded and run by "Ki Performance".[ citation needed ]
Home automation or domotics is building automation for a home. A home automation system will monitor and/or control home attributes such as lighting, climate, entertainment systems, and appliances. It may also include home security such as access control and alarm systems.
A pedometer, or step-counter, is a device, usually portable and electronic or electromechanical, that counts each step a person takes by detecting the motion of the person's hands or hips. Because the distance of each person's step varies, an informal calibration, performed by the user, is required if presentation of the distance covered in a unit of length is desired, though there are now pedometers that use electronics and software to determine how a person's step varies automatically. Distance traveled can be measured directly by a GPS receiver.
Wireless sensor networks (WSNs) refer to networks of spatially dispersed and dedicated sensors that monitor and record the physical conditions of the environment and forward the collected data to a central location. WSNs can measure environmental conditions such as temperature, sound, pollution levels, humidity and wind.
Resting metabolic rate (RMR) is whole-body mammal metabolism during a time period of strict and steady resting conditions that are defined by a combination of assumptions of physiological homeostasis and biological equilibrium. RMR differs from basal metabolic rate (BMR) because BMR measurements must meet total physiological equilibrium whereas RMR conditions of measurement can be altered and defined by the contextual limitations. Therefore, BMR is measured in the elusive "perfect" steady state, whereas RMR measurement is more accessible and thus, represents most, if not all measurements or estimates of daily energy expenditure.
A bioindicator is any species or group of species whose function, population, or status can reveal the qualitative status of the environment. The most common indicator species are animals. For example, copepods and other small water crustaceans that are present in many water bodies can be monitored for changes that may indicate a problem within their ecosystem. Bioindicators can tell us about the cumulative effects of different pollutants in the ecosystem and about how long a problem may have been present, which physical and chemical testing cannot.
Actigraphy is a non-invasive method of monitoring human rest/activity cycles. A small actigraph unit, also called an actimetry sensor, is worn for a week or more to measure gross motor activity. The unit is usually in a wristwatch-like package worn on the wrist. The movements the actigraph unit undergoes are continually recorded and some units also measure light exposure. The data can be later read to a computer and analysed offline; in some brands of sensors the data are transmitted and analysed in real time.
Exertion is the physical or perceived use of energy. Exertion traditionally connotes a strenuous or costly effort, resulting in generation of force, initiation of motion, or in the performance of work. It often relates to muscular activity and can be quantified, empirically and by measurable metabolic response.
Bioelectrical impedance analysis (BIA) is a method for estimating body composition, in particular body fat and muscle mass, where a weak electric current flows through the body, and the voltage is measured in order to calculate impedance of the body. Most body water is stored in muscle. Therefore, if a person is more muscular, there is a high chance that the person will also have more body water, which leads to lower impedance. Since the advent of the first commercially available devices in the mid-1980s the method has become popular, owing to its ease of use and portability of the equipment. It is familiar in the consumer market as a simple instrument for estimating body fat. BIA actually determines the electrical impedance, or opposition to the flow of an electric current through body tissues, which can then be used to estimate total body water (TBW), which can be used to estimate fat-free body mass and, by difference with body weight, body fat.
Internet of things (IoT) describes devices with sensors, processing ability, software and other technologies that connect and exchange data with other devices and systems over the Internet or other communication networks. The Internet of things encompasses electronics, communication, and computer science engineering. "Internet of things" has been considered a misnomer because devices do not need to be connected to the public internet; they only need to be connected to a network and be individually addressable.
Electronic textiles or e-textiles are fabrics that enable electronic components such as batteries, lights, sensors, and microcontrollers to be embedded in them. Many smart clothing, wearable technology, and wearable computing projects involve the use of e-textiles.
Wearable technology is any technology that is designed to be used while worn. Common types of wearable technology include smartwatches and smartglasses. Wearable electronic devices are often close to or on the surface of the skin, where they detect, analyze, and transmit information such as vital signs, and/or ambient data and which allow in some cases immediate biofeedback to the wearer.
A body area network (BAN), also referred to as a wireless body area network (WBAN), a body sensor network (BSN) or a medical body area network (MBAN), is a wireless network of wearable computing devices. BAN devices may be embedded inside the body as implants or pills, may be surface-mounted on the body in a fixed position, or may be accompanied devices which humans can carry in different positions, such as in clothes pockets, by hand, or in various bags. Devices are becoming smaller, especially in body area networks. These networks include multiple small body sensor units (BSUs) and a single central unit (BCU). Despite this trend, decimeter sized smart devices still play an important role. They act as data hubs or gateways and provide a user interface for viewing and managing BAN applications on the spot. The development of WBAN technology started around 1995 around the idea of using wireless personal area network (WPAN) technologies to implement communications on, near, and around the human body. About six years later, the term "BAN" came to refer to systems where communication is entirely within, on, and in the immediate proximity of a human body. A WBAN system can use WPAN wireless technologies as gateways to reach longer ranges. Through gateway devices, it is possible to connect the wearable devices on the human body to the internet. This way, medical professionals can access patient data online using the internet independent of the patient location.
The Nike+ FuelBand was an activity tracker worn on the wrist and compatible with iPhone, iPad, or Android devices.
An activity tracker is an electronic device or app that measures and collects data about an individual's movements and physical responses, towards the goal of monitoring and improving their health, fitness or psychological wellness over time.
Hearables or smart headphones or earbuds are electronic in-ear devices designed for multiple purposes. The category is split between hearables for hearing health, and hearables for other applications.
David A. Benaron is an American digital health entrepreneur, physician, and former Stanford University professor. His work in the field of medical optical imaging, digital health wearables, and predictive behavioral and health Artificial Intelligence led to the founding of multiple public companies. He is a member of SPIE, and a founding editorial board member of the Journal of Biomedical Optics.
A pulse watch, also known as a pulsometer or pulsograph, is an individual monitoring and measuring device with the ability to measure heart or pulse rate. Detection can occur in real time or can be saved and stored for later review. The pulse watch measures electrocardiography data while the user is performing tasks, whether it be simple daily tasks or intense physical activity. The pulse watch functions without the use of wires and multiple sensors. This makes it useful in health and medical settings where wires and sensors may be an inconvenience. Use of the device is also common in sport and exercise environments where individuals are required to measure and monitor their biometric data.
Canan Dağdeviren is a Turkish academic, physicist, material scientist, and Associate Professor at the Massachusetts Institute of Technology (MIT), where she currently holds the LG Career Development Professorship in Media Arts and Sciences. Dagdeviren is the first Turkish scientist in the history of the Harvard Society to become a Junior Fellow in the Society of Fellows at Harvard University. As a faculty member, she directs her own Conformable Decoders research group at the MIT Media Lab. The group works at the intersection of materials science, engineering and biomedical engineering. They create mechanically adaptive electromechanical systems that can intimately integrate with the target object of interest for sensing, actuation, and energy harvesting, among other applications. Dagdeviren believes that vital information from nature and the human body is "coded" in various forms of physical patterns. Her research focuses on the creation of conformable decoders that can "decode" these patterns into beneficial signals and/or energy.
Empatica Inc. is an MIT Media Lab spinoff company born in Cambridge, Massachusetts, operating in Healthcare, providing AI-enabled tools to advance forecasting, monitoring, research, and treatment. Empatica produces medical-grade wearables, software and algorithms for the collection and interpretation of physiological data. Empatica's wearables, Embrace2 and E4, track physiological signals such as Heart Rate Variability, electrodermal activity, acceleration and movement, skin temperature, and autonomic arousal. Embrace2 has been cleared by the FDA as a seizure alerting solution for epilepsy patients with generalized tonic-clonic seizures. The E4 is used by researchers for real-time physiological data capture. The company is headquartered in Boston, MA with offices in Milan, Italy, and Seoul, South Korea.
Sleep tracking is the process of monitoring a person's sleep, most commonly through measuring inactivity and movement. A device that tracks a person's sleep is called a sleep tracker. Sleep tracking may be beneficial in diagnosing sleep disorders. As sleep abnormalities are also symptoms of mental illness or relapsing psychotic disorders, it may also be beneficial in diagnosing mental disorders and psychotic disorders as well.