Abstract: The disclosure provides a method for verifying training data, a training system, and a computer program produce. The method includes: receiving a labelled result with a plurality of bounding regions, wherein the labelled result corresponds to an image, the bounding regions are labelled by a plurality of annotators, the annotators comprises a first annotator and a second annotator, and the bounding region comprises a first bounding region labelled by the first annotator and a second bounding region labelled by the second annotator; and determining the first bounding region and the second bounding region respectively corresponds to different two target objects or corresponds to one target object according to a similarity between the first bounding region and the second bounding region.

Abstract: The disclosure provides a method for verifying training data, a training system, and a computer program produce. The method includes: receiving a labelled result with a plurality of bounding regions, wherein the labelled result corresponds to an image, the bounding regions are labelled by a plurality of annotators, the annotators comprises a first annotator and a second annotator, and the bounding region comprises a first bounding region labelled by the first annotator and a second bounding region labelled by the second annotator; and determining the first bounding region and the second bounding region respectively corresponds to different two target objects or corresponds to one target object according to a similarity between the first bounding region and the second bounding region.

Abstract: The disclosure provides a method for verifying training data, a training system, and a computer program produce. The method includes: providing a plurality of raw data to a plurality of annotators; retrieving a plurality of labelled results, wherein the labelled results includes a plurality of labelled data, and the labelled data are generated by the annotators via labelling the raw data; determining a plurality of consistencies by comparing the labelled results, and accordingly determining whether the labelled results are valid for training an artificial intelligence machine; in response to determining that the labelled results are valid, determining at least a specific part of the labelled results are valid for training the artificial intelligence machine.

Abstract: A medical system includes an interaction interface and an analysis engine. The interaction interface is configured for receiving an initial symptom. The analysis engine is communicated with the interaction interface. The analysis engine includes a prediction module. The prediction module is configured for generating symptom inquiries to be displayed on the interaction interface according to a prediction model and the initial symptom. The interaction interface is configured for receiving responses corresponding to the symptom inquiries. The prediction module is configured to generate a result prediction according to the prediction model, the initial symptom and the responses.

Abstract: An ultrasonic nebulizer including a circuit unit, a nebulization module, and a frequency sweeping unit. Constant electric power in the nebulization module of the ultrasonic nebulizer is maintained by automatic compensation of electric power consumption and/or current consumption. A fixed current consumption and electric power consumption of the nebulization module of the ultrasonic nebulizer is achieved by auto compensation, thereby improving nebulization performance.

Abstract: The invention provides an ultrasonic nebulizer comprising a circuit unit, a nebulization module, and a frequency sweeping unit. The invention utilizes the technique of maintaining constant electric power in the nebulization module of the ultrasonic nebulizer by automatic compensation of electric power consumption and/or current consumption. Using such a technique, the invention allows a fixed current consumption and electric power consumption of a nebulization module of an ultrasonic nebulizer by auto compensation, thereby improving nebulization performance.

Abstract: A line-switchable Near Field Communication (NFC) medical device comprising: a physiological measurement unit; a Micro Control Unit; a first NFC module in which there are a first memory and a first radio wave antenna communicating with an external second NFC module; a switching module communicating with the Micro Control Unit as well as the first NFC module and enabling or disabling information to be written into or read from the first NFC module's first memory.

Abstract: The present invention relates to a mobile device system actively capturing physiological parameters which comprises a suite of master software and a physiological measurement module: the master software actively sends master control signals through the mobile device's first wireless communications module and receives as well as present wireless physiological signals so that the physiological measurement module which is controlled by the mobile device measures physiological data and deliver them to the mobile device for display. As such, the mobile device can be used to actively control the physiological measurement module, capturing and saving physiological data, and actively presenting physiological data on the mobile device's display.

Abstract: A line-switchable Near Field Communication (NFC) medical device comprising: a physiological measurement unit; a Micro Control Unit; a first NFC module in which there are a first memory and a first radio wave antenna communicating with an external second NFC module; a switching module communicating with the Micro Control Unit as well as the first NFC module and enabling or disabling information to be written into or read from the first NFC module's first memory.

Abstract: The present disclosure presents a NFC (Near Field Communication) enabled medical device system comprising: a medical device which is able to obtain an individual's at least one physiological parameter and comprises a first NFC reader/writer used to store and exchange data; a portable module comprising a first NFC tag which stores data and exchanges data with the medical device by means of the first NFC reader/writer. As such, an individual's measured and stored physiological parameters can be rapidly, conveniently, confidentially and safely transferred to specific application software in a smart mobile phone, a tablet computer or a notebook computer so as to facilitate personal health management by listing individual's physiological parameter history and producing statistical tables and charts for the physiological parameters.

Abstract: A microdroplet generation apparatus comprises an oscillation plate having a first through-hole, a connection plate having a second through-hole corresponding to the first through-hole, a nozzle disc fixed to the connection plate and having a plurality of tiny injection holes on a region thereof corresponding to the first and second through-holes, and a bonding material joining together the oscillation plate and the connection plate. The connection plate has at least one side wall corresponding to and joined with a side wall of the contour or the first through-hole of the oscillation plate. The side walls of the connection plate increase the joined area of the connection plate, whereby is enhanced the joining strength of the connection plate and the oscillation plate, and whereby the connection plate can effectively conduct the vibration energy of the radial and longitudinal Rayleigh waves to the nozzle disc, and whereby is improved liquid atomization.

Abstract: A nebulizer and cartridge structure thereof for use in a nebulization apparatus comprises a first cartridge accommodation space and a second cartridge accommodation space. The first cartridge accommodation space includes at least one connection bottom, and the second cartridge accommodation space includes at least one connection side. Moreover, the second cartridge accommodation space is disposed under a lower connection position of the first cartridge accommodation space. The connection bottom is connected to the connection side to form an included angle that can be a lead angle. The lead angle further includes a fillet angle or a chamfering angle. Accordingly, the nebulizer and the cartridge structure can efficiently reduce the residues of liquid medicament.

Abstract: In an aerosolization device, an oscillating aerosol generator is installed at a position proximate to an opening at the bottom of a liquid container for aerosolizing a supplied liquid in the container and a sensor is provided to detect an oscillating signal variation according to a condition whether or not the liquid in the container is in contact with the oscillating aerosol generator and the oscillating signal variation is sent to a controller for computation, so as to control whether to continue operating or stop operating the aerosol generator. If the aerosol generator is controlled to stop its operation, the controller will drive an alarm device to send out an alarm signal at the same time.

Abstract: A microdroplet generation apparatus comprises an oscillation plate, a connection plate, a nozzle disc and a bonding material, wherein the nozzle disc is interposed between the oscillation plate and connection plate, and wherein the oscillation plate, connection plate and nozzle disc are joined with the bonding material. The oscillation plate and the connection plate respectively have a first through-hole and a second through-hole corresponding to each other. The nozzle disc has injection holes on the area corresponding to the first and second through-holes. The nozzle disc has via-holes on the area not corresponding to the first through-hole and the second through-hole. The bonding material passes through the via-holes of the nozzle disc to join the oscillation plate and the connection plate and fasten the nozzle disc to between the oscillation plate and the connection plate. Thus, vibration energy can be effectively transmitted from the vibration plate to the nozzle disc.

Abstract: A droplet generation apparatus is applied to a nebulizer. The droplet generation apparatus comprises a vibratable member, a nozzle disc, a housing and a connection member or a fastening plate or both the connection member and the fastening plate. The vibratable member has a first through hole. The nozzle disc has a plurality of apertures facing the first through hole, and is combined with the vibratable member. The connection member is disposed between the vibratable member and the nozzle disc, and has a second through hole corresponding to the first through hole. Alternatively, the fastening plate is combined with the nozzle disc. The housing covers up the combination of the vibratable member, the nozzle disc and the connection member or the fastening plate. Vibration efficiency generated by the vibratable member is improved through the connection member. An accommodation space is formed by the fastening plate and the nozzle disc.

Abstract: In a method and an apparatus of a guided operating instruction for a physiological measuring instrument, the apparatus includes: a display area, for displaying detected, computed and recorded physiological measurement information; an operating area, having function keys, and the operating area further includes: a symbol layer, having independent specific symbol blocks for displaying the function keys; a light source indicating layer, having specific light source blocks corresponding to the specific symbol blocks, and emitting a light source at the specific light source block; a key pressing circuit layer, having a touch control circuit block corresponding to the specific light source block of the light source indicating layer. The physiological measuring instrument only receives signals of the touch control circuit block at a specific position area that emits a light source with the light source indicating layer, so as to guide users to complete a physiological measurement quickly and easily.

Abstract: In an aerosolization device, an aerosol generator is installed a position proximate to an opening at the bottom of a liquid container for aerosolizing a supplied liquid in the container and a sensor is provided to detect a variation of electric characteristic according to a condition whether or not the liquid in the container is in contact with the aerosol generator and the variation of electric characteristic is sent to a controller for computation, so as to control whether to continue operating or stop operating the aerosol generator. If the aerosol generator is controlled to stop its operation, the controller will drive an alarm device to send out an alarm signal at the same time.

Abstract: This invention discloses a piezoelectric actuation system used for a nebulizer, and the system includes a frequency generator, a control interface and a piezoelectric actuator. The frequency generator generates at least one electric signal of a frequency value. The control interface is electrically connected to the frequency generator and provided for users to input or select an electric signal of the frequency generator, such that the frequency generator can issue an electric signal of a specific frequency value according to the input or selection of the control interface. Therefore, the piezoelectric actuator can receive the electric signal with the specific frequency value to produce a vibration of the best working frequency.

Abstract: A nebulizer and cartridge structure thereof for use in a nebulization apparatus comprises a first cartridge accommodation space and a second cartridge accommodation space. The first cartridge accommodation space includes at least one connection bottom, and the second cartridge accommodation space includes at least one connection side. Moreover, the second cartridge accommodation space is disposed under a lower connection position of the first cartridge accommodation space. The connection bottom is connected to the connection side to form an included angle that can be a lead angle. The lead angle further includes a fillet angle or a chamfering angle. Accordingly, the nebulizer and the cartridge structure can efficiently reduce the residues of liquid medicament.

Abstract: A manually pressurized electronic sphygmomanometer includes a casing, a display screen disposed on the casing and coupled to an electronic circuit, and a pressure detector in the casing. The pressure detector is coupled to an air current pipeline; the air current pipeline is sheathed onto an end of an interconnect pipe; the interconnect pipe disposed outside the casing has a manual pressurizing device at an end of the interconnect pipe and a pressure release adjusting knob at another end of the interconnect pipe for adjusting the flow of air discharged to the outside. An end of the interconnect pipe is coupled to an airbag, such that when the manual pressurizing device is pressurized, the pressurized air passes through the interconnect pipe to pressurize the airbag, and the pressure detector sends the detected blood pressure to the electronic circuit, and the detected blood pressure values are displayed on the display screen.