Abstract: A medical diagnostic method according to an embodiment includes receiving a plurality of slide images of a three-dimensional (3D) medical image obtained by capturing an object and clinical data for the object, extracting one or more slide images including a lesion among the plurality of slide images, extracting a region of interest (ROI) including the lesion from each of the extracted one or more slide images, generating latent space data including a feature of an image of the extracted ROI using a pre-trained deep learning-based ROI abstraction model, and generating a diagnostic result for the object from the latent space data and the clinical data using a pre-trained deep learning-based medical diagnostic model.

Abstract: An electronic device and method are disclosed. The electronic device includes a communication circuit, a memory storing identifiers for one or more external electronic devices defined as a group, and a processor. The processor implements the method, including receiving biometric information detected by an external biometric detection device via transmission from at least one external electronic device of the group, selecting from within the group a particular external electronic device based on the received biometric information and the information related to the particular external electronic device, and transmitting the received biometric information to the selected particular external electronic device.

Abstract: An electronic device and method are disclosed. The electronic device includes a communication circuit, a memory storing identifiers for one or more external electronic devices defined as a group, and a processor. The processor implements the method, including receiving biometric information detected by an external biometric detection device via transmission from at least one external electronic device of the group, selecting from within the group a particular external electronic device based on the received biometric information and the information related to the particular external electronic device, and transmitting the received biometric information to the selected particular external electronic device.

Abstract: An apparatus according to an embodiment includes a first training module configured to perform a first training on a text detection model which receives a document image and outputs a text score map and a text mask for the document image by using first training data including text detection ground truth (GT) and text enhancement GT, and a second training module configured to perform a second training on the text detection model by using second training data including only the text detection GT.

Abstract: A medical diagnostic method according to an embodiment includes receiving a plurality of slide images of a three-dimensional (3D) medical image obtained by capturing an object and clinical data for the object, extracting one or more slide images including a lesion among the plurality of slide images, extracting a region of interest (ROI) including the lesion from each of the extracted one or more slide images, generating latent space data including a feature of an image of the extracted ROI using a pre-trained deep learning-based ROI abstraction model, and generating a diagnostic result for the object from the latent space data and the clinical data using a pre-trained deep learning-based medical diagnostic model.

Abstract: An electronic device and method are provided guiding image capturing based on property information of an external light source. The electronic device includes a camera, a display, and a processor. The processor is configured to obtain an image using the camera; identify a face included in the image; determine a first brightness value for a first region of the identified face and a second brightness value for a second region of the identified face; determine property information of an external light source for the identified face, based on the first brightness value and the second brightness value; and provide, through the display, guide information corresponding to the property information of the external light source for the identified face.

Abstract: An electrocardiogram analysis apparatus according to an embodiment of the present invention includes an inputter configured to receive an electrocardiogram of a subject, a beat analyzer configured to first detect and classify one or more normal beats among a plurality of beats included in the received electrocardiogram, request beat classification for remaining beats except for the one or more normal beats from a remote diagnosis server, and label each of the plurality of beats according to a normal beat detection result and a beat classification result received from the remote diagnosis server, and a rhythm analyzer configured to perform rhythm analysis on the electrocardiogram based on a labeling result.

Abstract: A time series data analysis method according to an embodiment of the inventive concept is performed by a computing device. The method includes inputting, for each of a plurality of units, into which the time series data is split on a time axis, a feature of each of the units to an intermediate neural network, obtaining m-dimensional intermediate output data (m is a natural number of 2 or more) from the intermediate neural network, inputting the intermediate output data of a plurality of units immediately adjacent in time to a final neural network to obtain final output data output from the final neural network, and generating an analysis result of the time series data using the final output data.

Abstract: A method of operating an electronic device is provided. The method includes detecting a gesture through a first sensor module, acquiring first biometric information through a second sensor module in response to the gesture, determining whether a user's skin contacts the second sensor module based on the first biometric information, and acquiring second biometric information from the user's skin through the second sensor module according to a result of the determination.

Abstract: A method for information management of an electronic device and the electronic device therefor are provided. The method includes receiving a trigger signal for activating a sensor configured to receive bio information, activating the sensor according to the received trigger signal, obtaining, by the activated sensor, the bio information corresponding to at least one of an object approaching the sensor or an object contacting the sensor, and outputting the obtained bio information.

Abstract: An electronic device and method are provided guiding image capturing based on property information of an external light source. The electronic device includes a camera, a display, and a processor. The processor is configured to obtain an image using the camera; identify a face included in the image; determine a first brightness value for a first region of the identified face and a second brightness value for a second region of the identified face; determine property information of an external light source for the identified face, based on the first brightness value and the second brightness value; and provide, through the display, guide information corresponding to the property information of the external light source for the identified face.

Abstract: An electronic device and method are disclosed. The electronic device includes a communication circuit, a memory storing identifiers for one or more external electronic devices defined as a group, and a processor. The processor implements the method, including receiving biometric information detected by an external biometric detection device via transmission from at least one external electronic device of the group, selecting from within the group a particular external electronic device based on the received biometric information and the information related to the particular external electronic device, and transmitting the received biometric information to the selected particular external electronic device.

Abstract: Provided are a data clustering apparatus and method, which can rapidly and accurately cluster data. The data clustering apparatus includes an index discriminating unit discriminating an index corresponding to an input position of new data input to a space for data clustering, including a lattice-type segmented space having lattice unit spaces set with different indexes, and a clustering unit creating a new cluster in the discriminated index using the input new data as a representative value when a cluster is not created at the discriminated index.

Abstract: The present invention relates to a heterogeneous data cluster generation apparatus and method and a data clustering method and apparatus, and more particularly, to a data clustering method and apparatus which cluster data measured by different sensors into a number of groups. Aspects of the present invention provide an apparatus and method for generating clusters by putting together heterogeneous data which are values measured by different types of sensors. Aspects of the present invention also provide an apparatus and method for generating clusters by setting indices in order to effectively cluster multi-dimensional data, massive data, or scattered data.

Abstract: A method of operating an electronic device is provided. The method includes detecting a gesture through a first sensor module, acquiring first biometric information through a second sensor module in response to the gesture, determining whether a user's skin contacts the second sensor module based on the first biometric information, and acquiring second biometric information from the user's skin through the second sensor module according to a result of the determination.

Abstract: A pairing method and an apparatus thereof for an ad-hoc connection in a wireless communication terminal are provided. In the method, an event duration that occurs according to user manipulation is measured. A pairing key is generated using the measured duration. A pairing procedure is performed with a counterpart terminal using the pairing key.

Abstract: An apparatus and method for extending a network are provided. The method includes registering, by a transmission-side remote access agent in a first network, a plurality of transmission channels for transmitting data; receiving, by the transmission-side remote access agent, event request messages each including access information regarding an apparatus from a plurality of apparatuses located in a transmission-side network; storing, by the transmission-side remote access agent, access information included in the received event request messages, which cannot be used in a registered channel of a reception-side network in a second network; and converting, by the transmission-side remote access agent, the event request message to be used in the registered transmission channels, and transmitting the converted event request message to the reception-side network different from the transmission-side network.

Abstract: The present invention relates to a heterogeneous data cluster generation apparatus and method and a data clustering method and apparatus, and more particularly, to a data clustering method and apparatus which cluster data measured by different sensors into a number of groups. Aspects of the present invention provide an apparatus and method for generating clusters by putting together heterogeneous data which are values measured by different types of sensors. Aspects of the present invention also provide an apparatus and method for generating clusters by setting indices in order to effectively cluster multi-dimensional data, massive data, or scattered data.

Abstract: The present invention relates to a heterogeneous data cluster generation apparatus and method and a data clustering method and apparatus, and more particularly, to a data clustering method and apparatus which cluster data measured by different sensors into a number of groups. Aspects of the present invention provide an apparatus and method for generating clusters by putting together heterogeneous data which are values measured by different types of sensors. Aspects of the present invention also provide an apparatus and method for generating clusters by setting indices in order to effectively cluster multi-dimensional data, massive data, or scattered data.

Abstract: A method and apparatus construct a widget environment. The method converts an application programming interface (API) into an API call in a Web service format in response to identifying that the API that is not executable in a current device is called. The method transmits the API call in the Web service format to a remote device in which the API is executable. The method receives a result obtained from the API call being executed in the Web service format in the remote device.