Abstract: A method includes: obtaining, by a computer, subject response data including audio data, video data, or audio-video data of a subject's response to one or more stimuli presented to the subject over a defined time period; extracting at least one subject descriptor from the subject response data as a function of time, the at least one subject descriptor including data characterizing involuntary or voluntary action of the subject in response to the one or more stimuli; deriving, from the at least one subject descriptor, a first biomarker characterizing a behavior of the subject in response to the one or more stimuli, in which a value of the first biomarker is indicative of a severity of a disease in the subject; and outputting a disease severity level for the disease as a function of the value of the first biomarker.

Abstract: A computer-implemented method includes obtaining a video of a subject, the video including a plurality of frames; generating, based on the plurality of frames, a plurality of optical flows; and encoding the plurality of optical flows using an autoencoder to obtain a movement-based biomarker value of the subject.

Abstract: A computer-implemented method includes obtaining a video of a subject, the video including a plurality of frames; generating, based on the plurality of frames, a plurality of optical flows; and encoding the plurality of optical flows using an autoencoder to obtain a movement-based biomarker value of the subject.

Abstract: A method includes: obtaining, by a computer, subject response data including audio data, video data, or audio-video data of a subject's response to one or more stimuli presented to the subject over a defined time period; extracting at least one subject descriptor from the subject response data as a function of time, the at least one subject descriptor including data characterizing involuntary or voluntary action of the subject in response to the one or more stimuli; deriving, from the at least one subject descriptor, a first biomarker characterizing a behavior of the subject in response to the one or more stimuli, in which a value of the first biomarker is indicative of a severity of a disease in the subject; and outputting a disease severity level for the disease as a function of the value of the first biomarker.

Abstract: Surgical trauma training simulator system including replaceable trauma module structured to mimic a portion of human anatomy and, in particular, a prosthetic anatomical structure containing a periorbital structure that includes an eye-lid and an eye globe in cooperation with a drive mechanism. The system is structured to provide, in operation, an event-driven surgical gesture recognition-based tracking of the simulation of the surgical procedure by the trainee and, in absence of expert trainer, provide visual feedback comparing the tracked simulation with correct sequence of steps of such procedure.

Abstract: Associating a network packet with biometric information for a user includes identifying biometric identification information for a user of a network device, including an identifier of the biometric identification information in at least one of a header and a trailer of a network packet without including biometric identification information in a payload of the network packet, and sending the packet via a network, wherein the identifier identifies the network packet as having originated from the user.

Abstract: Associating a network packet with biometric information for a user includes identifying biometric identification information for a user of a network device, including an identifier of the biometric identification information in at least one of a header and a trailer of a network packet without including biometric identification information in a payload of the network packet, and sending the packet via a network, wherein the identifier identifies the network packet as having originated from the user.

Abstract: Associating a network packet with biometric information for a user includes identifying biometric identification information for a user of a network device, including an identifier of the biometric identification information in at least one of a header and a trailer of a network packet without including biometric identification information in a payload of the network packet, and sending the packet via a network, wherein the identifier identifies the network packet as having originated from the user.

Abstract: Methods, systems, and computer program products for identifying a change in a container associated with a plurality of files are disclosed. According to one aspect, a method includes providing for identify a change in a container associated with a plurality of associated files. The prevailing metadata is not required to be from all of the plurality of associated files. Further, the container may be named based on the prevailing metadata.

Abstract: Surgical trauma training simulator system including replaceable trauma module structured to mimic a portion of human anatomy and, in particular, a prosthetic anatomical structure containing a periorbital structure that includes an eye-lid and an eye globe in cooperation with a drive mechanism. The system is structured to provide, in operation, an event-driven surgical gesture recognition-based tracking of the simulation of the surgical procedure by the trainee and, in absence of expert trainer, provide visual feedback comparing the tracked simulation with correct sequence of steps of such procedure.

Abstract: An analog-to-digital converter includes a plurality of sequentially cascaded stages, each stage including an amplifier and four copies of a circuit block including a flash and capacitors, in which the four copies of the circuit block operate interleavingly in a respective sample mode, pre-gain mode, gain mode, and reset mode of the circuit block, the copies of the circuit block in the sample mode, pre-gain mode, and reset mode are decoupled from the amplifier, and the copy of the circuit block in the gain mode is coupled to the amplifier to produce an output for a next following stage.

Abstract: Method and apparatus to provide simulation of a human casualty. In one embodiment an autonomous casualty simulator includes a processing module having a scenario progression controller and a physiological modeling system to receive sensor input and to control effectors. The autonomous casualty simulator can be contained in a nominal human mannequin form.

Abstract: Method and apparatus to provide simulation of a human casualty. In one embodiment an autonomous casualty simulator includes a processing module having a scenario progression controller and a physiological modeling system to receive sensor input and to control effectors. The autonomous casualty simulator can be contained in a nominal human mannequin form.

Abstract: Method and apparatus to provide simulation of a human casualty. In one embodiment an autonomous casualty simulator includes a processing module having a scenario progression controller and a physiological modeling system to receive sensor input and to control effectors. The autonomous casualty simulator can be contained in a nominal human mannequin form.

Abstract: An analog-to-digital converter includes a plurality of sequentially cascaded stages, each stage including an amplifier and four copies of a circuit block including a flash and capacitors, in which the four copies of the circuit block operate interleavingly in a respective sample mode, pre-gain mode, gain mode, and reset mode of the circuit block, the copies of the circuit block in the sample mode, pre-gain mode, and reset mode are decoupled from the amplifier, and the copy of the circuit block in the gain mode is coupled to the amplifier to produce an output for a next following stage.

Abstract: An analog-to-digital converter includes a plurality of sequentially cascaded stages, each stage including an amplifier and four copies of a circuit block including a flash and capacitors, in which the four copies of the circuit block operate interleavingly in a respective sample mode, pre-gain mode, gain mode, and reset mode of the circuit block, the copies of the circuit block in the sample mode, pre-gain mode, and reset mode are decoupled from the amplifier, and the copy of the circuit block in the gain mode is coupled to the amplifier to produce an output for a next following stage.

Abstract: Disclosed are methods, systems, and computer program products for identifying sensitive application-layer data and controlling transmission of the data in a network. According to one method, sensitive data in a system resource is identified at an application layer. A packetization of the identified sensitive data is detected. A flag indicative of the presence of sensitive data is inserted in a packet having at least a portion of the identified sensitive data in response to identifying the sensitive data and detecting the packetization. The flag is inserted in a portion of the packet corresponding to a layer other than the application layer. Transmission of the packet is controlled in a network based on the flag.

Abstract: Associating a network packet with biometric information for a user includes identifying biometric identification information for a user of a network device, including an identifier of the biometric identification information in at least one of a header and a trailer of a network packet without including biometric identification information in a payload of the network packet, and sending the packet via a network, wherein the identifier identifies the network packet as having originated from the user.

Abstract: Methods, systems, and computer program products for reconfiguring an operational mode of an input interface based on a privacy level are disclosed. According to one method, at least one of an environment in which data is being entered into a computer via an input interface and a destination for the data being entered is identified. An input interface privacy level is determined based on the identified at least one of the environment and the data destination. The input interface is reconfigured to operate in a mode corresponding to the determined input interface privacy level.

Abstract: Disclosed are methods, systems, and computer program products for identifying sensitive data from a user-entered input sequence based on user-defined criteria. According to one method, user-defined criteria for identifying sensitive data within user-entered input sequences that include sensitive data and padding data are received. A request for sensitive data from a requesting agent is presented. A user-entered input sequence that includes sensitive data and padding data is received in response to the request for sensitive data. Sensitive data is identified within the user-entered input sequence using the user-defined criteria. The identified sensitive data is provided to the requesting agent in response to the request for sensitive data.