Koninklijke Philips Corporation N.v.

Intuit, Inc.

The General Hospital Corporation

Other

Raymond C Chan

Robert Manzke

Igor A Podgorny

Benjamin Indyk

Gert Wim 't Hooft

Bharat Ramachandran

Adrien Emmanuel Desjardins

Aleksandra Popovic

Tobias Klinder

Maya Ella Barley

Luis Felipe Gutierrez

Guy Shechter

Michael Grass

Molly Lara Flexman

David Paul Noonan

Haytham Elhawary

Robert M Manzke

Vivek Reddy

Ameet Kumar Jain

Christopher Stephen Hall

Laurent Verard

Adrien Desjardins

Guillermo J Tearney

Brett Eugene Bouma

Volker Rasche

Karen Irene Trovato

Zachary John Malchano

Martinus Bernardus Van Der Mark

Lyubomir Georgiev Zagorchev

Douglas Allen Stanton

Godefridus Antonius Harks

Larry M Jaipaul

Cynthia Ming-fu Kung

Johannes Fitzgerald De Boer

Daniel Robert Elgort

Carolina Ribbing

Stephen J Rucker

Snezana Sahter

Michael Chun-Chieh Lee

Shunmugavelu D Sokka

Jinnan Wang

Ladislav Jankovic

Franciscus Reinier Antonius Van Der Linde

Heinrich Von Busch

Khalid Shahzad

Milan Jan Henri Marell

Kevin Tung

Femke Van Belzen

Martin Bernardus Van Der Mark

Jason Richman

Timon Chiang

Preethy Vaidyanathan

Sami Ali Adib

Jim Smith

Mohammad Babak Matinfar

Vijay Parthasarthy

Sinu Sekhar

Andre Luiz Buchele D'avila

Mircea Mujat

Suresh Muthu

Smit Shah

Daniel Mason

Anuj Kumar

Gert 'T Hooft

Gert Wim 'T Hooft

A method including receiving a first and second data structures storing first and second data stored a first format and a second format. The first and second data are associated with a key. The first and second data and formats are dissimilar, but are related according to the key. A data conversion controller is applied to the first and second data structures to generate a third data structure that stores, in a third data format and associated with the key, both the first data and second data. A vector generation controller is applied to the third data structure to generate a vector including features representing the first and second data. A subset of features is determined from the features according to a type of the subject. A trained supervised machine learning model with the subset of features is applied to the vector to generate a prediction, which is presented.

Merging of dissimilar data structures having dissimilar data for generation of machine learning input

The present disclosure includes computer implemented techniques for providing a survey to a user. In one embodiment, a software application receives an audio stream including utterances spoken by the user interacting with a voice-user interface of the application. The application then determines a set of paralinguistic features from the audio stream and estimates at least a first attribute of the user based on the set of paralinguistic features. The application selects survey content based on a value of the first attribute and transmits a survey including the selected survey content to the user.

Adjusting product surveys based on paralinguistic information

A method may include selecting a cohort of entities for migration from a source storage repository to a target storage repository, obtaining a mapping between a source storage schema of the source storage repository to a target storage schema of the target storage repository, and migrating data for the entities in the cohort. Migrating the data of an entity may include copying, without locking the data in the source storage repository and in the target storage repository, the data from the source storage repository to the target storage repository, verifying, while the data is locked, that the data in the source storage repository is the same as the data in the target storage repository, changing, while the data in the source storage repository and the target storage repository is locked, an entity pointer for the entity to the target storage repository based on the verifying, and unlocking the data.

Data migration framework

Embodiments disclosed herein select a content message to present to a user on a page of an application based on paralinguistic features of audio input received from the user for the application. The audio input is received via a microphone associated with a computing device. A feature extractor extracts paralinguistic features from the audio input. A predictive model determines a label indicating a measure of receptiveness to product placement (e.g., a predicted marketing outcome) based on the paralinguistic features. A content-selection component selects a content message to present to the user based on the label and based on a profile of the user.

Adjusting content presentation based on paralinguistic information

An optical guidewire system employs an optical guidewire (), an optical guidewire controller (), a guide interface () and an optical connector (). The optical guidewire () is for advancing a catheter () to a target region relative to a distal end of the optical guidewire (), wherein the optical guidewire () includes one or more guidewire fiber cores () for generating an encoded optical signal () indicative of a shape of the optical guidewire (). The optical guidewire controller () is responsive to the encoded optical signal () for reconstructing the shape of the optical guidewire (). The guidewire interface () includes one or more interface fiber core(s) () optically coupled to the optical guidewire controller (). The optical connector () facilitates a connection, disconnection and reconnection of the optical guidewire () to the guidewire interface () that enables a backloading the catheter () on the optical guidewire ().

Backloadable optical shape sensing guidewires

A medical system for minimally-invasive measurement of blood flow in an artery (AT). An interventional device (IVD) with an optical fiber (FB) comprising a plurality of temperature-sensitive optical sensor segments, e.g. Fiber Bragg Gratings, spatially distributed along its longitudinal extension is configured for insertion into an artery (AT). A temperature changer (TC) is arranged in the WD to introduce a local change in temperature (&#x394;T) of a bolus of blood in the artery, to allow thermal tracking over time with the optical fiber (FB). A measurement unit (MU) with a laser light source (LS) delivers light to the optical fiber (FB) and receives light reflected from the optical fiber (FB) and generates a corresponding time varying output signal. A first algorithm (A1) translates this time varying output signal into a set of temperatures corresponding to temperatures at respective positions along the optical fiber (FB). A second algorithm (A2) calculates a measure of blood flow (BF) at respective positions along the optical fiber (FB) in accordance with a temporal behavior of said set of temperatures. Such system can be used to quickly scan an artery for diagnosing stenotic regions without the need for pullbacks or injection of toxic liquids. A good spatial resolution of the blood flow measurement can be obtained in real-time.

System for distributed blood flow measurement

A reflection reduction device includes an optical fiber () configured for optical sensing and having an end portion. A tip portion () is coupled to the end portion. The tip portion includes a length dimension (d) and is index matched to the optical fiber. The tip portion is further configured to include an absorption length to absorb and scatter light within the length dimension, and a surface (S) opposite the end portion is configured to reduce back reflections.

Tip reflection reduction for shape-sensing optical fiber

A medical method and system include a medical imaging system configured to generate images of an interventional procedure. An overlay generator is configured to generate an overlay image on the images of the interventional procedure. An interventional device tracking system is configured to track a three-dimensional position, orientation and shape of the interventional device during the procedure, wherein the overlay image is dynamically updated in response to deformations caused to an organ of interest by the interventional device during the procedure.

Non-rigid-body morphing of vessel image using intravascular device shape

Certain aspects of the present disclosure provide techniques for selecting a response to a self-support query. One example method generally includes receiving an audio stream query including spoken content from a user recorded by a mobile device and determining a set of paralinguistic features from the spoken content. The method further includes estimating an emotional state of the user based on the set of paralinguistic features and identifying subject matter of the spoken content in the audio stream query. The method further includes determining two or more query responses corresponding to the subject matter to present to the user and transmitting at least one query response to the mobile device.

Generating self-support metrics based on paralinguistic information

A guidance system and method include a real-time imaging device () configured to intra-operatively collect image data of a target region to provide a real-time image. A target determination module () is configured to generate an overlay map () registered to the real-time image to project morphological feature information on corresponding features in the real-time image of the target region. A medical instrument () is provided to perform a procedure on the target region such that the at least one medical instrument is guided to a region suitable for performing an operative task based upon the overlay map.

System and method for guided injection during endoscopic surgery

An apparatus, system and method for determining a position of an instrument () includes a sheath () configured to fit within an instrument channel of a medical scope. An optical fiber () is disposed within the sheath and a plurality of sensors () is integrated in optical fiber. The sensors are configured to measure deflections and bending in the optical fiber. A fixing mechanism () is sized to fit within the instrument channel in a first state and fixes the sheath within the instrument channel in a second state such that the fixing mechanism anchors the sheath and the optical fiber so that the deflections and bending in the optical fiber are employed with a pre-procedural volumetric image to determine a position of the instrument.

Flexible instrument channel insert for scope with real-time position tracking

A system and method for shape sensing assistance in a medical procedure includes a three-dimensional image () of a distributed pathway system (). A shape sensing enabled elongated device () is included for insertion into the pathway system to measure a shape of the elongated device in the pathway system. A pathway determination module () is configured to compute a planned path to a target in the three-dimensional image and compute permissible movements of the elongated device at diverging pathways in the pathway system to provide feedback for deciding which of the diverging paths to take in accordance with the planned path.

Shape sensing assisted medical procedure

A shape sensing system comprises a processor coupled to a memory storage device and a predictive model module stored in the memory storage device and configured to receive shape sensing measurements and predict next shape sensing measurements based upon current state data for a shape sensing enabled device, the predictive model module including a Kalman filter and at least one reference model employed by the Kalman filter. The Kalman filter employs the reference model(s) and the current state data to predict new shape data by weighting the reference model(s) versus the current state data to improve shape data measurements.

Adaptive instrument kinematic model optimization for optical shape sensed instruments

A system and method for shape sensing assistance in a medical procedure includes providing () a three-dimensional image of a distributed pathway system. A shape sensing enabled elongated device is introduced () into the pathway system. A shape of the elongated device in the pathway system is measured (). The shape is compared () with the three-dimensional image to determine whether a given path has been selected relative to a target.

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Brookline, MA, United States of America

Raymond C Chan