The present invention describes methods and systems to enable a concerned party to continuously monitor the progression of a medical condition in one or more patients. The progression of the medical condition is determined by processing sensor data obtained from one or more physiological and/or motion sensors and survey data obtained from the patients. Further, environmental data such as air quality, temperature and humidity may also be used along with the sensor data and the survey data to monitor/track the progression of the medical condition.

Systems and methods are disclosed herein for determining a diagnosis based on a base skin tone of a patient. In an embodiment, the system receives a base skin tone image of a patient, generates a calibrated base skin tone image by calibrating the base skin tone image using a reference calibration profile, and determines a base skin tone of the patient based on the calibrated base skin tone image. The system receives a concern image of a portion of the patient's skin, and selects a set of machine learning diagnostic models from a plurality of sets of candidate machine learning diagnostic models based on the base skin tone of the patient, each of the sets of candidate machine learning diagnostic models trained to receive the concern image and output a diagnosis of a condition of the patient.

The present disclosure relates to integrated systems, methods and apparatuses for assisting individuals in managing acute life-threatening conditions. A system in accordance with the current disclosure may comprise an electronic circuit configured to be attached to a container of a medication and one or more devices in communication with the electronic circuit in a private network. In an aspect, the one or more devices may work in concert to determine the safety level of an individual based on predetermined usage settings. In some aspects, the system may be configured to determine whether a medication would expire before its manufactured expiry date. In another aspect, the system may assist an individual in locating a medication. In a further aspect, the system may determine whether an individual is having an anaphylactic reaction. In some aspects, the system may detect a known allergen and alert the individual.

[Problem] To provide a device with which it is possible to learn calorie consumption state by performing monitoring.

[Solution] This absorbed calorie measuring device comprises: an irradiating unit which irradiates a subject with light; a light receiving unit which detects the intensity of reception light that has passed through the subject and emitted outside the subject; and a control unit which calculates absorbed calorie from the reception light intensity.

Apparatus and method for facilitating a microscopic imaging of at least one anatomical structure can be provided. For example, with a spectrally-encoded confocal microscopy (SECM) system, it is possible to provide at least one first electro-magnetic radiation to the anatomical structure(s). In addition, a mobile device can be provided which can communicate with the SECM system. The mobile device can have a sensor arrangement, and with such sensor arrangement, it is possible to receive at least one second electro-magnetic radiation that is based on the first radiation(s) from at least one section of the SECM system. The mobile device can further include a computer arrangement, with which it is possible to display at least one portion of the anatomical structure(s) as a microscopic image based on the second radiation(s) received by the sensor arrangement.

A system for performing an electrocardiogram (ECG) can include a handheld electrocardiograph device having a right arm electrode, a left arm electrode, and a left leg electrode, and can be configured to receive signals from the electrodes and to send data based on the electrode signals to a mobile electronic device. The mobile electronic device can be configured to process and analyze the receive information to provide ECG data, such as 6-lead ECG data. The mobile electronic device can analyze the ECG data to provide diagnostic information. The mobile electronic device can transfer the ECG data to a remote computing system, which can analyze the ECG data to provide diagnostic information.

A measurement apparatus for measuring biological information when a test site is in contact with a contact unit includes a biological sensor for acquiring a biometric output from the test site, a controller for measuring the biological information based on the biometric output, an arithmetic logic unit for calculating information on measurement accuracy of the biological information, and an information output unit for outputting the biological information and the information on the measurement accuracy.

An electronic device includes: a display module including a display panel and an input sensor disposed on the display panel, the display panel having a first area including a plurality of pixels and a second area having a transmittance higher than that of the first area; a first sensor disposed below the display module, overlapping the second area, and configured to measure a first signal having biometric information of a user; a second sensor disposed to surround the first sensor, overlapping the first area, and configured to measure a second signal applied from the user; and a driving unit connected to the display module, the first sensor, and the second sensor, the driving unit configured to drive the first sensor and the second sensor together with the display module.

The disclosure is related to a portable apparatus, and a system for measurement of cardiovascular health, and a method for the same. The portable apparatus is preferably a cuff-less blood pressure device that includes an electrode-based module and a piezoelectric sensor module. The electrode-based module has two electrodes that are used to contact skin of human for generating a first set of data by measuring a target heartbeat. The piezoelectric sensor module is used to generate a second set of data by measuring a pulse wave produced by the target heartbeat corresponding to the first set of data. When the two sets of data are received by a processor, it is able to calculate cardiovascular health value in accordance with cardiovascular health marker that is selected from arterial stiffness, blood pressure, heart rate, pulse transit time, and pulse wave velocity.

An electrode apparatus includes a portable amplifier and a plurality of external electrodes to be disposed proximate a patient's skin. A portable computing apparatus is operably coupled to the electrode apparatus. The portable computing apparatus is configured to monitor electrical activity from tissue of a patient using the plurality of external electrodes to generate a plurality of electrical signals over time. The portable computing apparatus is configured to perform at least one of optimizing at least one parameter of the of the implantable pacing device based on the plurality of electrical signals and determining cardiac synchrony based on the plurality of electrical signals.