An image forming apparatus for forming an image on paper includes a body surface temperature measuring sensor, a user interface, a communication interface, and a controller. The body surface temperature measuring sensor measures the body surface temperature of the operator in a non-contact manner. The user interface presents a message to the operator. The communication interface transmits a message to the administrator who manages the image forming apparatus. When access to the surface or the inside of the image forming apparatus is required and the body surface temperature of the operator is equal to or higher than a threshold temperature, the controller transmits a message requesting to touch the surface or the inside of the image forming apparatus to the administrator by the communication interface and presents a message requesting not to touch the image forming apparatus to the operator by the user interface.

A system for display for an augmented/virtual reality-based decision-making simulation includes a controller configured to receive input from a user, at least one of an augmented reality or a virtual reality device configured to display a simulated environment, a processor, and a memory coupled to the processor. The memory stores one or more computer-readable instructions, which, when executed by the processor, cause the system to: receive input by the user from the controller, indicating a selected scenario; display, on the at least one of the augmented reality or the virtual reality device, the selected scenario; receive input from the user, from the controller, to interact with the selected scenario; monitor one or more parameters associated with the execution of tasks in the selected scenario using the controller; and evaluate the user based on the monitored one or more parameters.

An efficiency inference apparatus infers an efficiency of a subject. The efficiency inference apparatus includes a biological information acquisition unit configured to acquire biological information of the subject, and an inference unit configured to infer the efficiency of the subject, based on the biological information. The inference unit may include a trained model to infer the efficiency of the subject from the biological information. The trained model may be trained with a training dataset including the biological information and the efficiency of the subject.

A prevention and safety management system utilizes a non-intrusive imaging sensor (e.g. surveillance cameras, smartphone cameras) and a computer vision system to record videos of workers not wearing sensors. The videos are analyzed using a deep machine learning algorithm to detect kinematic activities (set of predetermined body joint positions and angles) of the workers and recognizing various physical activities (walk/posture, lift, push, pull, reach, force, repetition, duration etc.). The measured kinematic variables are then parsed into metrics relevant to workplace ergonomics, such as number of repetitions, total distance travelled, range of motion, and the proportion of time in different posture categories. The information gathered by this system is fed into an ergonomic assessment system and is used to automatically populate exposure assessment tools and create risk assessments.

Systems and methods are discussed for providing sensor enhanced safety, recovery, and activity evaluation systems. Sensors that monitor user activity and behavior are worn by a user and/or placed in the user environment. Data from the sensors are processed to obtain a safety, recovery, and/or activity evaluation. Based on the evaluation, recommendations or adjustments to the terms of an insurance policy covering the user, the user's employer, or a facility providing health care to the user, are generated, to accurately reflect the risks associated with the user, employer, and/or facility. In embodiments, an alert may be generated when a failure to conform with activity guidelines is detected.

According to one embodiment, a behavior estimating method for estimating behavior of a person being measured equipped with an activity meter including an acceleration sensor, includes presetting a first angle between a gravitation direction and a direction of action of a standard person being measured, calculating different acceleration waveforms from the activity meter, extracting a second angle between the gravitation direction and the direction of action of the person from the acceleration waveforms, performing a coordinate transformation process among the acceleration waveforms based upon the present first angle and the extracted second angle, and performing behavior estimation of the person using a result of the coordinate transformation.

A system and method for assessing biomechanical risk in the context of handling heavy loads in workplaces. The system and method are applicable during a normal working activity for acquisitions lasting a work shift. The acquired data are then analysed in relation to regulatory references and international standards for the assessment of the biomechanical risk from manual handling of loads.

The invention in at least one embodiment includes a system and method for detecting and evaluating an adaptive physiological strain index (aPSI) of an individual with a processor and in a further embodiment taking into account the fitness, age and clothing of the individual based upon physiology. The invention in at least one embodiment includes a system and method to calculate the aPSI using physiological measures. In at least one embodiment, the method obtains an individual's skin temperature and heart rate in order to calculate the individual's aPSI.

Persons with sleep disordered breathing (SDB) may, or may not, recognize that they have symptoms of SDB, and/or that they may be at-risk of, or suffering certain health problems associated with SDB, including death. The disclosed Energy Conversion Monitor (ECM) sensor, when embodied, for example, in a wearable upper-armband format, has been demonstrated to be more sensitive and responsive than pulse oximetry monitoring of blood oxygen saturation as an indication of hypoxic stress induced by SDB, and is compatible with: (1) inclusion in sleep laboratory polysomnograph (PSG) testing instrumentation, (2) home-based diagnostic testing for SDB, (3) control of home-use airway therapy devices, (4) continuous remote surveillance and refinement of airway therapy, and (5) spot-check and continuous surveillance of sleep quality in the general population. The disclosed ECM also provides new measurements of physiologic stress during and following exercise. When applied during initial care of premature newborn infants, it offers improved therapeutic guidance during their transition from their limited in utero oxygen supply conditions, to the increased oxygen availability from breathing air. When applied during resuscitation of persons suffering from hypoxia and during reperfusion of ischemic tissue, such as during treatment of ischemic stroke, or ischemic heart attack, the ECM sensor can provide objective guidance regarding the safe and effective resupply of oxygen to the hypoxia-adapted tissue to help reduce or prevent microvascular occlusion and cellular injury. As a continuously worn physiologic surveillance monitor, the ECM offers the potential of early detection of sepsis. With the elderly and infirm, it offers a convenient and comfortable means of continuously assessing variations in status while awake and asleep.

A medical apparatus for airway management or diagnostics includes a sleeve with a distal end affixed to an outward-facing illumination device and a corresponding forward-facing imaging device, the sleeve including an open proximal end connecting a inner cavity to an outer space, the open proximal end to slidingly receive therethrough a distal end of an insertion tool suitable to be introduced into the airway of a subject. The sleeve additionally includes an inner surface around the inner cavity configured to wholly slide over and removably affix itself to the distal portion of the insertion tool. The medical apparatus additionally includes a communication mechanism operably connected to the imaging device configured to convey images from the imaging device to a remote device for displaying the images of the airway on the remote display device.