Systems and methods for providing a universal platform for at-home health testing and diagnostics are provided herein. In particular, a health testing and diagnostic platform is provided to connect medical providers with patients and to generate a unique, private testing environment. In some embodiments, the testing environment may facilitate administration of a medical test to a patient with the guidance of a proctor. In some embodiments, the patient may be provided with step-by-step instructions for test administration by the proctor within a testing environment. The platform may display unique, dynamic testing interfaces to the patient and proctor to ensure proper testing protocols and accurate test result verification.

This disclosure relates to systems, media, and methods for updating motion models using sensor data. In an embodiment, the system may perform operations including receiving sensor data from at least one motion sensor; generating training data based on at least one annotation associated with the sensor data and at least one data manipulation; receiving at least one experiment parameter; performing a first experiment using the training data and the at least one experiment parameter to generate experiment results; and performing at least one of: update or validate a first motion model based on the experiment results.

A walking training system includes a treadmill configured to prompt a trainee to walk, a display device installed such that the trainee views the display device while walking on the treadmill, a camera configured to image the trainee at an angle of view at which a gait of the trainee is recognizable, a calculation unit configured to calculate a tilt of a body core of the walking trainee based on an image captured by the camera, and a display control unit configured to control the display device to display a body core line associated with the tilt, and an index indicating at least an end of a permissible range of a deflection of the body core line.

A smart mirror can show live or recorded streaming video of an instructor performing a workout in a package that is attractive and unobtrusive enough to hang in a living room. The smart mirror includes a mirror surface with a fully reflecting section and a partially reflecting section. A display behind the partially reflecting section shows the video when the smart mirror is on and is almost invisible when the smart mirror is off. The smart mirror also has a speaker, a microphone, and a camera to enable a user to view the video content and interact with the instructor. The smart mirror may connect to the user's smart phone, a peripheral device (e.g., a Bluetooth speaker) to augment user experience, a biometric sensor to provide biometric data to assess user performance, and/or a network router to connect the smart mirror to a content provider, an instructor, and/or other users.

Devices and methods for monitoring physiologic parameters are described where an airway device, in one embodiment, may comprise a mouthpiece section and an opening section defining one or more airway lumens therethrough with a first sensor in fluid communication with the one or more airway lumens and a second sensor positioned upon a hand-piece for contact against a portion of the user. The first sensor may be configured to detect an airway pressure when a user inhales or exhales through the one or more airway lumens, and the second sensor may be configured to detect a physiological signal from the user. Additionally, a controller may be in communication with the first and second sensors where the controller is programmed to correlate pressure oscillations in the airway pressure with heartbeats.

According to example embodiments, there is provided a handheld mobile computing device, for example a smartphone, includes a computing system, a motion detector, a global positioning system receiver, and a touch-screen display to display a user interface and detect user selections from the user interface. A usage goal-setting user interface includes a dashboard and a plurality of user-selectable menu options, the usage goal-setting user interface including display elements allowing a user to enter one or more parameters respecting the goals including physical activity usage goals, social activity usage goals, educational usage goals, and mindfulness usage goals. An activity and context tracking system includes computer instructions operable on the computing system to obtain the user's location, obtain the time of day, obtain motion information from the motion detector, obtain location information from the global positioning receiver, obtain app usage information, obtain operating mode changes for the mobile device. A recommendation engine includes computer instructions operable on a computing system and uses the parameters respecting the goals, as specified using the goal-setting user interface, and information from the activity and context tracking system, and analyzes the acquired information to generate and send messages identifying opportunities for the user to change their behavior to better align the use of the smart phone with the usage goals.

The present disclosure refers to a computer-implemented training system for user-interactive training of a plurality of in-vitro diagnostic (IVD) methods performable in an IVD laboratory system, comprising: one or more data processors; a memory device connected to the one or more data processors; a user interface provided with an output device having a display device and an input device configured to receive user input; and one or more software applications running on the one or more data processors and having a plurality of application modules. The plurality of application modules is further configured to control, in response to receiving user input, output of a plurality of views of the IVD laboratory system through the display device according to view output control data indicative of view parameters assigned to a view output mode from a plurality of view output modes; receive a training mode selection user input indicative of a user selection for an IVD method to be trained from the plurality of methods having an assigned view output mode of the plurality of view output modes.

The present invention relates to an augmented reality system (AR system) for teaching a user of an application. The AR system comprises a detection unit that detects a real environment and provides it as environmental data, wherein at least one work unit is arranged in the environment; a communication unit that receives process data from the work unit; a control unit that processes the process data and environmental data, wherein a virtual image can be created based on the process data; and a display unit that displays the real environment and the virtual image in relation to one another to a user. The AR system further comprises an audio output unit that, on the basis of the process data, outputs audio signals for instructing a user, wherein the audio signals are preferably matched to the virtual image.

Embodiments in accordance with the present disclosure provide an apparatus that facilitates education and learning through tactile sensory demonstration and action. The apparatus includes a first part and a second part attached to the first part. The first part may be worn by a guide, while the second part may be worn by a child or a student undergoing training. The apparatus allows the guide to control the movements of the child or the student.

In an aspect, an apparatus for procedural training is presented. An apparatus includes at least a processor and a memory communicatively connected to at least a processor. A memory contains instructions configuring at least a processor to receive optical data from a sensor in electronic communication with the at least a processor. At least a processor is configured to determine a procedural performance parameter as a function of optical data. At least a processor is configured to compare a procedural performance parameter to a procedural performance threshold. At least a processor is configured to display procedural training feedback through a display unit as a function of a comparison.