公开(公告)号：US20190142388A1

公开(公告)日：2019-05-16

申请号：US16192620

申请日：2018-11-15

申请人： Brenda Gonyeau ,  Karl Thiele ,  Nathan Silberman ,  Christophe Meyer

发明人： Brenda Gonyeau ,  Karl Thiele ,  Nathan Silberman ,  Christophe Meyer

IPC分类号： A61B8/08 ,  G16H30/40 ,  A61B8/00

摘要： Aspects of the technology described herein relate to configuring an ultrasound device with ultrasound imaging presets. Some embodiments include configuring an ultrasound device with different sets of imaging parameter values without receiving user input regarding configuration of the ultrasound device between configuration of the ultrasound device with one set of imaging parameter values and configuration of the ultrasound device with another set of imaging parameter values. Some embodiments include automatically configuring an ultrasound device with a set of imaging parameter values based on automatically determining an anatomical location being imaged by the ultrasound device. Some embodiments include automatically configuring an ultrasound device with a cardiac preset when a cardiac region is being imaged and automatically configuring the ultrasound device with an abdominal preset when an abdominal region is being imaged during a FAST or eFAST exam.

公开(公告)号：US20190307428A1

公开(公告)日：2019-10-10

申请号：US16379498

申请日：2019-04-09

申请人： Nathan Silberman ,  Alex Rothberg ,  Israel Malkin ,  Karl Thiele ,  Tyler S. Ralston ,  Christophe Meyer

发明人： Nathan Silberman ,  Alex Rothberg ,  Israel Malkin ,  Karl Thiele ,  Tyler S. Ralston ,  Christophe Meyer

IPC分类号： A61B8/00 ,  A61B8/08

摘要： Aspects of the technology described herein relate to configuring an ultrasound system with imaging parameter values. In particular, certain aspects relate to configuring an ultrasound system to produce a plurality of sets of ultrasound images, each respective set of the plurality of sets of ultrasound images being produced with a different respective set of a plurality of sets of imaging parameter values; obtaining, from the ultrasound system, the plurality of sets of ultrasound images; determining a set of ultrasound images from among the plurality of sets of ultrasound images that has a highest quality; and based on determining the set of ultrasound images from among the plurality of sets of ultrasound images that has the highest quality, automatically configuring the ultrasound system to produce ultrasound images using a set of imaging parameter values with which the set of ultrasound images that has the highest quality was produced.

公开(公告)号：US10529088B2

公开(公告)日：2020-01-07

申请号：US15831132

申请日：2017-12-04

申请人： Gabriel Fine ,  Nathan Silberman

发明人： Gabriel Fine ,  Nathan Silberman

IPC分类号： G06T7/20 ,  G06T7/70 ,  G06T7/00 ,  G06K9/66 ,  A61B34/10 ,  A61B34/20 ,  G16H30/20 ,  G06K9/62 ,  G06T7/73 ,  G16H50/50 ,  G06N3/04 ,  G16H40/63 ,  G16H30/40 ,  G06N3/08 ,  A61F2/01 ,  G06N20/00 ,  A61B90/00

摘要： A method of determining the position and orientation of an invasive medical device is described using altered devices and a machine learning algorithm for detecting the position and orientation of such devices from imagery. Such predictions can subsequently be displayed to an operator to improve the speed and accuracy by which they perform procedures.

公开(公告)号：US20190282208A1

公开(公告)日：2019-09-19

申请号：US16352424

申请日：2019-03-13

申请人： Nathan Silberman ,  Pouya Samangouei

发明人： Nathan Silberman ,  Pouya Samangouei

IPC分类号： A61B8/00 ,  G06T7/10 ,  G09B23/28

摘要： Aspects of the technology described herein relate to collection and display of ultrasound images using an explaining model. A first ultrasound image may be determined to be in a first class and a second ultrasound image that is in a second class may be generated based on the first ultrasound image. The second ultrasound image may be generated by an explaining model. A classification model may classify the first and second ultrasound images in the first and second classes, respectively. Generating the second ultrasound image may include changing one or more portions of the first ultrasound image. The explaining model may also generate a transformed version of the first ultrasound image and a mask image, and the second ultrasound image may be a composite image of the first ultrasound image and the transformed version of the first ultrasound image. The mask image may determine how to generate the composite image.

公开(公告)号：US20210110568A1

公开(公告)日：2021-04-15

申请号：US17131341

申请日：2020-12-22

申请人： Gabriel Fine ,  Nathan Silberman

发明人： Gabriel Fine ,  Nathan Silberman

IPC分类号： G06T7/70 ,  G06T7/00 ,  G06K9/66 ,  A61B34/10 ,  A61B34/20 ,  G16H30/20 ,  G06K9/62 ,  G06T7/73 ,  G16H50/50 ,  G06N3/04 ,  G16H40/63 ,  G16H30/40 ,  G06N3/08

摘要： A system and method is disclosed for displaying augmented image data for invasive medical devices. A current orientation and a current position of the invasive medical device within a patient can be determined by applying a trained model of the invasive medical device to unannotated images of the invasive medical device as captured by an imaging device. The images of the invasive medical device can be displayed and overlaid with the current orientation and current position of the invasive medical device. User input can be received to initialize tracking of an orientation and a position of the invasive medical device as the invasive medical device is moved within the patient.

公开(公告)号：US20210110567A1

公开(公告)日：2021-04-15

申请号：US17130949

申请日：2020-12-22

申请人： Gabriel Fine ,  Nathan Silberman

发明人： Gabriel Fine ,  Nathan Silberman

IPC分类号： G06T7/70 ,  G06T7/00 ,  G06K9/66 ,  A61B34/10 ,  A61B34/20 ,  G16H30/20 ,  G06K9/62 ,  G06T7/73 ,  G16H50/50 ,  G06N3/04 ,  G16H40/63 ,  G16H30/40 ,  G06N3/08

摘要： A system and method is disclosed for automatically determining position information for an invasive medical device based on imaging data. An imaging device can generate 2D images of the invasive medical device within the patient from a vantage point relative to the patient. A trained model for the invasive medical device can be trained on annotated 2D images of the invasive medical device with position information. An imaging computer system can apply the trained model to unannotated 2D images of the invasive medical device within the patient to determine a current position of the invasive medical device. The 2D images of the invasive medical device and visual position information representing the current position of the invasive medical device can be outputted to a display.

公开(公告)号：US20210110566A1

公开(公告)日：2021-04-15

申请号：US17130938

申请日：2020-12-22

申请人： Gabriel Fine ,  Nathan Silberman

发明人： Gabriel Fine ,  Nathan Silberman

IPC分类号： G06T7/70 ,  G06T7/00 ,  G06K9/66 ,  A61B34/10 ,  A61B34/20 ,  G16H30/20 ,  G06K9/62 ,  G06T7/73 ,  G16H50/50 ,  G06N3/04 ,  G16H40/63 ,  G16H30/40 ,  G06N3/08

摘要： A system and method is disclosed for augmenting image data of an invasive medical device using optical imaging. An optical imaging sensor, separate from the invasive medical device, can generate images of the medical device within a patient. A trained model for the invasive medical device can be trained on annotated images of the invasive medical device with orientation and distance information of the invasive medical device. An imaging computer system can apply the trained model to images of the invasive medical device within the patient to determine a current orientation and a current distance of the invasive medical device. The images of the invasive medical device as captured by the optical imaging sensor, visual orientation information representing the current orientation of the invasive medical device, and visual distance information representing the current distance of the invasive medical device within the patient can be displayed.

公开(公告)号：US11625849B2

公开(公告)日：2023-04-11

申请号：US17130949

申请日：2020-12-22

申请人： Gabriel Fine ,  Nathan Silberman

发明人： Gabriel Fine ,  Nathan Silberman

IPC分类号： G06T7/70 ,  G06T7/00 ,  A61B34/10 ,  A61B34/20 ,  G16H30/20 ,  G06K9/62 ,  G06T7/73 ,  G16H50/50 ,  G06N3/04 ,  G16H40/63 ,  G16H30/40 ,  G06N3/08 ,  G06V30/194 ,  G06N20/00 ,  A61B90/00 ,  A61F2/01

摘要： A system and method is disclosed for automatically determining position information for an invasive medical device based on imaging data. An imaging device can generate 2D images of the invasive medical device within the patient from a vantage point relative to the patient. A trained model for the invasive medical device can be trained on annotated 2D images of the invasive medical device with position information. An imaging computer system can apply the trained model to unannotated 2D images of the invasive medical device within the patient to determine a current position of the invasive medical device. The 2D images of the invasive medical device and visual position information representing the current position of the invasive medical device can be outputted to a display.

公开(公告)号：US20210133998A1

公开(公告)日：2021-05-06

申请号：US17131066

申请日：2020-12-22

申请人： Gabriel Fine ,  Nathan Silberman

发明人： Gabriel Fine ,  Nathan Silberman

IPC分类号： G06T7/70 ,  G06T7/00 ,  G06K9/66 ,  A61B34/10 ,  A61B34/20 ,  G16H30/20 ,  G06K9/62 ,  G06T7/73 ,  G16H50/50 ,  G06N3/04 ,  G16H40/63 ,  G16H30/40 ,  G06N3/08

摘要： A system and method for augmenting unlabeled imaging data of invasive medical devices is disclosed. An imaging device can generate images of the invasive medical device inside a patient. A trained model for the invasive medical device can be trained on annotated images of the invasive medical device having labels indicating orientation and position information. An imaging computer system can apply the trained model to unlabeled images of the invasive medical device within the patient to determine a current orientation and a current position of the invasive medical device inside the patient. The images of the invasive medical device, visual orientation information representing the current orientation of the invasive medical device, and visual position information representing the current position of the invasive medical device inside the patient can be outputted to a display.

公开(公告)号：US20210110570A1

公开(公告)日：2021-04-15

申请号：US17131451

申请日：2020-12-22

申请人： Gabriel Fine ,  Nathan Silberman

发明人： Gabriel Fine ,  Nathan Silberman

IPC分类号： G06T7/70 ,  G06T7/00 ,  G06K9/66 ,  A61B34/10 ,  A61B34/20 ,  G16H30/20 ,  G06K9/62 ,  G06T7/73 ,  G16H50/50 ,  G06N3/04 ,  G16H40/63 ,  G16H30/40 ,  G06N3/08

摘要： A system and method is disclosed for guiding invasive medical devices relative to anatomical structures. An imaging device can generate one or more images of the invasive medical device within the patient. A trained model for the invasive medical device can be trained on annotated images of the invasive medical device with at least one of orientation and position information. An imaging computer system can apply the trained model to unannotated images of the invasive medical device within the patient to determine at least one of a current orientation and a current position of the invasive medical device relative to the one or more anatomical structures within the patient. The images of the invasive medical device, visual orientation information representing the current orientation, and visual position information representing the current position of the invasive medical device relative to the anatomical structures within the patient can be outputted to a display.