Other

Telecommunication Systems, Inc.

Trueposition, Inc.

Endovigilant Inc

Massachusetts Institute of Technology

Vineet Sachdev

Robert J Anderson

Louis A Stilp

Joseph W Sheehan

Ravindra Kompella

Thomas S Ginter

Om P Chaurasia

H David Helsley, Jr

Edwin E McCook

John Solley

Anthony Richard Brigidi

Michael John Kovach, Jr

Keith McFarland

Alan E E Rogers

John L Griffin

Hamed Pirsiavash

Kathryn Flynn

Alan E Rogers

A set of enhancements to further improve the performance of deep learning artificial intelligence algorithms trained to detect and localize colon polyps. The enhancements spanning training data mining efficiencies and automation, training data augmentation, early detection of polyps enable a more performant colon polyp detection solution for use on colonoscopy procedure recordings or live procedures in endoscopy centers.

Deep learning for real-time colon polyp detection

An endoscopy video feature enhancement platform (EVFEP) is connected to the output of any type endoscope system, and inputs and captures the output video. The video is visually augmented live with indicators of possible polyp detection and localization, polyp attributes, and procedure metrics, based on the collective learning of the output results of many different types of endoscopy systems on a large scale. An artificial intelligence model is trained on confirmed polyp detection previously determined by this and other EVFEP devices used with many different types of endoscope systems on a large scale. Augmented video, images and automatically generated short video clips of key procedure segments are passed to a reporting system, and supplemented with meta data.

Endoscopy video feature enhancement platform

Conventional quality of service (QoS) treatment is extended to over-the-top (OTT) applications transmitting data over a commercial wireless network via a virtual private network (VPN) tunnel. An over-the-top (OTT) application server and a VPN client/server routing data to/from that OTT application server via a VPN tunnel, are integrated with a quality of service (QoS) server to enable the OTT application server and/or VPN client/server to request and get desired QoS treatment for application data routed by the OTT application server over the VPN tunnel. The QoS server forwards QoS rules received in a QoS request message to a policy and charging rules function (PCRF) on the OTT application/VPN client devices' home mobile network operator (MNO). If the client device is roaming, the PCRF on the home MNO forwards QoS rules to a PCRF on a serving MNO. QoS treatment is then carried out by the PCRF in a conventional manner.

Quality of service to over the top applications used with VPN

A navigation application can be configured to output a navigation map corresponding to directions to a selected point of interest (POI). The navigation application can also be configured to detect that a location of an end-user device is within a predetermined parking proximity of the selected POI. The navigation application can further be configured to provide a request to a navigation server for parking options associated with the selected POI.

Parking option

An Applications Processor () including a centralized database system is used in a wireless location system (WLS). The APsmay be used to manage resources in the WLS, including signal collection systems (SCSs) and TDOA location processors (TLPs). Each APcontains a database containing triggers for the WLS. The WLS can be programmed to locate only certain pre-determined types of transmissions. When a transmission of a pre-determined type occurs, then the WLS is triggered to begin location processing. Each APalso contains applications interfaces that permit a variety of applications to securely access the WLS. These applications may access location records in real time or non-real time, create or delete certain types of triggers, or cause the WLS to take other actions. Each APis also capable of certain post-processing functions.

Applications processor including a database system, for use in a wireless location system

The accuracy of the location estimate of a Wireless Location System is dependent, in part, upon both the transmitted power of the wireless transmitter and the length in time of the transmission from the wireless transmitter. In general, higher power transmissions and transmissions of greater transmission length can be located with better accuracy by the Wireless Location System than lower power and shorter transmissions. Wireless communications systems generally limit the transmit power and transmission length of wireless transmitters in order to minimize interference within the communications system and to maximize the potential capacity of the system. Several methods meet the conflicting needs of both systems by enabling the wireless communications system to minimize transmit power and length while enabling improved location accuracy for certain types of calls, such as wireless 9-1-1 (emergency) calls. Such methods include mobile-assisted techniques in which the mobile unit includes functionality to assist in improving location accuracy. The WLS locates the transmitter (mobile unit) while the latter is using a modified transmission sequence comprising a message sent from the wireless transmitter using transmission parameters different from the normal transmission parameters broadcast on the forward control channel by the base stations in the associated wireless communications system. A trigger event, such as the user dialing 9-1-1, causes the mobile unit to operate in the mode in which the modified transmission sequence is used.

Mobile-assisted network based techniques for improving accuracy of wireless location system

A centralized database system is used in a wireless location system that determines the geographical locations of mobile wireless transmitters, the wireless location system including signal collection systems, location processors for processing digitized RF data provided by the signal collection systems, and a centralized database system for managing resources in the wireless location system. The centralized database system includes a computer, a database, and a plurality of software processes for managing the wireless location system, providing interfaces to external users and applications, and storing location records and configuration information.

Centralized database system for a wireless location system

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Millersville, MD, United States of America

Vineet Sachdev