International Business Machines Corporation

Boston Scientific Neuromodulation Corporation

Tigran Tchrakian

Sergiy Zhuk

Robert Shorten

Randall Lee Cogill

Martin M Rufli

Zubair Nabi

Rudi Verago

Chungmok Lee

Fabian Wirth

Qinghuang Lin

Jeffrey L Rogers

Giovanni Russo

Andrea Simonetto

Olivier Gallay

Joe Naoum-Sawaya

Jia Yuan Yu

Rahul Nair

Jonathan P Epperlein

Seshu Tirupathi

Mykhaylo Zayats

Pol MacAonghusa

Nicole A Taheri

Ruggero Carli

Nicola Bastianello

Systems and techniques are disclosed to adjust programming of an implantable electrical neurostimulation device for treating chronic pain of a human subject, through the use of a dynamic model adapted to identify pain treatment parameters for a human patient and determine a best device operational program to implement the pain treatment parameters to address the chronic pain condition. In an example, the system to adjust programming of the neurostimulation device performs operations that: obtain data related to a state of pain of the human subject; identify pain treatment parameters using a dynamic model adapted to evaluate the pain treatment parameters in the human subject over a time period, based on the data related to the state of pain; and select a neurostimulation program for the neurostimulation device, corresponding to at least a portion of the identified pain treatment parameters.

Adaptive chronic pain relief via implanted electrical neurostimulation

Techniques that facilitate three-dimensional (3D) delineation of tumor boundaries via one or more supervised machine learning algorithms are provided. An example embodiment includes a computer-implemented method that includes: extracting, by a computing system operatively coupled to a processor, one or more feature vectors from a time-series evolution of fluorescence distribution observed at a section of bodily tissue of interest, wherein the one or more feature vectors represent a physical model describing on-tissue dye dynamics of the section of bodily tissue; and generating, by the computing system, a classification attribute for the section of bodily tissue represented by the one or more feature vectors, wherein a pre-trained classifier designates the section of bodily tissue as a biopsy or a non-biopsy candidate through execution of the one or more supervised machine learning algorithms.

Three-dimensional delineation of tumor boundaries via supervised machine learning algorithms and augmented reality

Systems and techniques are disclosed to establish programming of an implantable electrical neurostimulation device for treating chronic pain of a human subject, through the use of a dynamic model adapted to determine pain treatment parameters for a human patient and identify a new device operational program to implement the pain treatment parameters to address the chronic pain condition. In an example, the system to establish programming of the neurostimulation device performs operations that: obtain state data indicating a measured value that is correlated to pain experienced by the human subject; determine neurostimulation programming parameters, using a dynamic model, for pain treatment in the human subject, as the dynamic model is used to identify values of the neurostimulation programming parameters that predict an improvement to the measured value; and indicate a neurostimulation program for the neurostimulation device, that includes the neurostimulation programming parameters for the implantable electrical neurostimulation device.

Adaptive electrical neurostimulation treatment to reduce pain perception

Techniques regarding pain treatment are provided. For example, one or more embodiments described herein can comprise a system, which can comprise a memory that can store computer executable components. The system can also comprise a processor, operably coupled to the memory, and that can execute the computer executable components stored in the memory. The computer executable components can include: a data collection component that can determine at least one parameter associated with a pain perception of a subject, a computing component that can determine a relationship between the pain perception and the at least one parameter using artificial intelligence, and can determine a treatment for the subject based on the relationship; and a treatment component that can cause a device associated with the subject to apply at least a portion of the treatment.

Adaptive pain management and reduction based on monitoring user conditions

Embodiments for managing an as-a-service (aaS) computing system by a processor are provided. Input provided by at least one computing device to a cloud platform is monitored. Output provided by the cloud platform to the at least one computing device in response to the input provided by the at least one computing device is monitored. At least one local model is generated based on the input provided to the cloud platform and the output provided to the at least one computing device.

Methods and systems for managing as-a-service systems in the event of connectivity issues

Charging of a mobile device in an ad hoc parked vehicle charging system. A plurality of mobile device users and associated mobile devices are registered in an ad hoc parked vehicle charging system with a charging profile. A plurality of charging vehicles are also registered in the system with a charge supply profile. A mobile device user and associated mobile device are authenticated as a registered user in the system. A plurality of the registered charging vehicles parked within a preset distance range of the authenticated user and associated mobile device are located and one of the parked registered charging vehicles is selected based on an energy allocation criteria. A charging connection is established between the authenticated mobile device and the selected parked vehicle and charging of the mobile device is automatically controlled according to the user's charging profile, the vehicle's charge supply profile and the energy allocation criteria.

System for charging mobile device using an ad-hoc infrastructure with energy harvesting capabilities

A method and system of providing hot water efficiently. A cost of heating a volume of water to a predetermined temperature in a first water heater is determined. A cost of transferring a volume of hot water from a second water heater of a network of interconnected water heaters to the first water heater is determined. Upon determining that the cost of transferring the volume of hot water from the second water heater is lower than the cost of heating the volume of water of the first water heater, the second water heater transfers at least part of the volume of hot water to the first water heater. Otherwise, the volume of water is heated to the predetermined temperature in the first water heater.

Energy efficient hot water distribution

A local area security system interfaces with one or more vehicles to provide enhanced security. The vehicles have vehicle sensors which may further help determine a presence of potential threat within a vicinity of the local area security system. The multiple vehicle network may communicate with each other to expand the vicinity of the local area security system, share equipment, computing resources, and information in the determination of the presence of the potential threat. The battery powered vehicle may employ various methods to conserve battery power while coupled to the local area security system.

Vehicle and local area security system communications

A system and method for charging of a mobile device in an ad hoc parked vehicle charging system. A plurality of mobile device users and charging vehicles are registered in the ad hoc parked vehicle charging system. The current charge of an authenticated mobile device user is monitoring and the user is automatically alerted the authenticated user that the current charge is below a threshold set in the user's charging profile. The method includes locating registered charging vehicles parked within a preset distance range of the authenticated user and sending the parked location information to the user, automatically enabling a wireless charging connection between the authenticated user's mobile device and a parked registered charging vehicle selected by the user and automatically controlling charging the authenticated user's mobile device according to the authenticated user's charging profile and the parked registered charging vehicle's charge supply profile.

Growing community of inventors

Dublin, Ireland

Tigran Tchrakian