Abstract: A data-holistic optimized patient-physician technology (DH-OPPT) system, embodied in a set of one or more modular subsystems, may provide a unique approach to the clinical medical process to achieve enhanced efficiency and accuracy at many points throughout the end to end process of providing clinical medical care. Among other actions, the system may access conversation data that includes pairs of text passages from a dialog with a patient and then input the conversation data into a machine learning model trained to perform inference of medical conditions based on pairs of text passages. The trained machine learning model may output an inferred medical condition of the patient. The system may cause revision of an electronic health record of the patient based on the inferred medical condition.

Abstract: Systems and methods for detecting, localizing, and filtering signals such as radiofrequency signals using an array of antennas are disclosed. Input signals each containing a signal of interested are received, along with a reference signal sharing one or more characteristics of the signal-of-interest. Predetermined time delays and frequency shifts are applied to the input signals such that the signal-of-interest components of the signals are synchronized and to cancel any Doppler-shifting between the signal-of-interest components. A filtering process is employed to filter the shifted input signals and sum them such that a metric indicating the degree of difference between the reference signal and the summed filtered signals (such as the mean squared error, for example) is minimized.

Abstract: Systems and methods for detecting, localizing, and filtering signals such as radiofrequency signals using an array of antennas are disclosed. Input signals each containing a signal of interested are received, along with a reference signal sharing one or more characteristics of the signal-of-interest. Predetermined time delays and frequency shifts are applied to the input signals such that the signal-of-interest components of the signals are synchronized and to cancel any Doppler-shifting between the signal-of-interest components. A filtering process is employed to filter the shifted input signals and sum them such that a metric indicating the degree of difference between the reference signal and the summed filtered signals (such as the mean squared error, for example) is minimized.

Abstract: A system to enhance the performance of bi-directional wireless devices while operating within regulatory parameters utilizes at least two units. Each unit receives a signal from a transceiver. The signal may either be a transmit or receive signal and is sampled using a directional coupler and a power detector. A sample portion is sent to a logical decision device controlling the path the signal will take. Transmissions will be sent to an appropriate antenna for transmitting; however, receive signals will be routed to dedicated receiving antennas or arrays, thus increasing the range. Since each unit is thus enhanced, each user of the present invention receives the benefit without expensive retrofits or re-designs. In another embodiment, a control signal is generating a control circuit and directs the input to the appropriate antenna without the need for the directional coupler, power detector or logical decision device.