Patents by Inventor John Michael Sabol
John Michael Sabol has filed for patents to protect the following inventions. This listing includes patent applications that are pending as well as patents that have already been granted by the United States Patent and Trademark Office (USPTO).
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Patent number: 11776150Abstract: An x-ray image laterality detection system is provided. The x-ray image laterality detection system includes a detection computing device. The processor of the computing device is programmed to execute a neural network model for analyzing x-ray images, wherein the neural network model is trained with training x-ray images as inputs and observed laterality classes associated with the training x-ray images as outputs. The process is also programmed to receive an unclassified x-ray image, analyze the unclassified x-ray image using the neural network model, and assign a laterality class to the unclassified x-ray image. If the assigned laterality class is not target laterality, the processor is programmed to adjust the unclassified x-ray image to derive a corrected x-ray image having the target laterality and output the corrected x-ray image. If the assigned laterality class is the target laterality, the processor is programmed to output the unclassified x-ray image.Type: GrantFiled: July 26, 2021Date of Patent: October 3, 2023Assignee: GE Precision Healthcare LLCInventors: Khaled Salem Younis, Ravi Soni, Katelyn Rose Nye, Gireesha Chinthamani Rao, John Michael Sabol, Yash N. Shah
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Patent number: 11682135Abstract: An x-ray image orientation detection and correction system including a detection and correction computing device is provided. The processor of the computing device is programmed to execute a neural network model that is trained with training x-ray images as inputs and observed x-ray images as outputs. The observed x-ray images are the training x-ray images adjusted to have a reference orientation. The processor is further programmed to receive an unclassified x-ray image, analyze the unclassified x-ray image using the neural network model, and assign an orientation class to the unclassified x-ray image. If the assigned orientation class is not the reference orientation, the processor is programmed to adjust an orientation of the unclassified x-ray image using the neural network model, and output a corrected x-ray image. If the assigned orientation class is the reference orientation, the processor is programmed to output the unclassified x-ray image.Type: GrantFiled: November 29, 2019Date of Patent: June 20, 2023Assignee: GE PRECISION HEALTHCARE LLCInventors: Khaled Salem Younis, Katelyn Rose Nye, Gireesha Chinthamani Rao, German Guillermo Vera Gonzalez, Gopal B. Avinash, Ravi Soni, Teri Lynn Fischer, John Michael Sabol
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Publication number: 20210350186Abstract: An x-ray image laterality detection system is provided. The x-ray image laterality detection system includes a detection computing device. The processor of the computing device is programmed to execute a neural network model for analyzing x-ray images, wherein the neural network model is trained with training x-ray images as inputs and observed laterality classes associated with the training x-ray images as outputs. The process is also programmed to receive an unclassified x-ray image, analyze the unclassified x-ray image using the neural network model, and assign a laterality class to the unclassified x-ray image. If the assigned laterality class is not target laterality, the processor is programmed to adjust the unclassified x-ray image to derive a corrected x-ray image having the target laterality and output the corrected x-ray image. If the assigned laterality class is the target laterality, the processor is programmed to output the unclassified x-ray image.Type: ApplicationFiled: July 26, 2021Publication date: November 11, 2021Inventors: Khaled Salem Younis, Ravi Soni, Katelyn Rose Nye, Gireesha Chinthamani Rao, John Michael Sabol, Yash N. Shah
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Patent number: 11113577Abstract: An x-ray image laterality detection system is provided. The x-ray image laterality detection system includes a detection computing device. The processor of the computing device is programmed to execute a neural network model for analyzing x-ray images, wherein the neural network model is trained with training x-ray images as inputs and observed laterality classes associated with the training x-ray images as outputs. The process is also programmed to receive an unclassified x-ray image, analyze the unclassified x-ray image using the neural network model, and assign a laterality class to the unclassified x-ray image. If the assigned laterality class is not target laterality, the processor is programmed to adjust the unclassified x-ray image to derive a corrected x-ray image having the target laterality and output the corrected x-ray image. If the assigned laterality class is the target laterality, the processor is programmed to output the unclassified x-ray image.Type: GrantFiled: February 27, 2020Date of Patent: September 7, 2021Assignee: GE PRECISION HEALTHCARE LLCInventors: Khaled Salem Younis, Ravi Soni, Katelyn Rose Nye, Gireesha Chinthamani Rao, John Michael Sabol, Yash N. Shah
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Publication number: 20210271931Abstract: An x-ray image laterality detection system is provided. The x-ray image laterality detection system includes a detection computing device. The processor of the computing device is programmed to execute a neural network model for analyzing x-ray images, wherein the neural network model is trained with training x-ray images as inputs and observed laterality classes associated with the training x-ray images as outputs. The process is also programmed to receive an unclassified x-ray image, analyze the unclassified x-ray image using the neural network model, and assign a laterality class to the unclassified x-ray image. If the assigned laterality class is not target laterality, the processor is programmed to adjust the unclassified x-ray image to derive a corrected x-ray image having the target laterality and output the corrected x-ray image. If the assigned laterality class is the target laterality, the processor is programmed to output the unclassified x-ray image.Type: ApplicationFiled: February 27, 2020Publication date: September 2, 2021Inventors: KHALED SALEM YOUNIS, Ravi Soni, Katelyn Rose Nye, Gireesha Chinthamani Rao, John Michael Sabol, Yash N. Shah
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Publication number: 20210166351Abstract: An x-ray image orientation detection and correction system including a detection and correction computing device is provided. The processor of the computing device is programmed to execute a neural network model that is trained with training x-ray images as inputs and observed x-ray images as outputs. The observed x-ray images are the training x-ray images adjusted to have a reference orientation. The processor is further programmed to receive an unclassified x-ray image, analyze the unclassified x-ray image using the neural network model, and assign an orientation class to the unclassified x-ray image. If the assigned orientation class is not the reference orientation, the processor is programmed to adjust an orientation of the unclassified x-ray image using the neural network model, and output a corrected x-ray image. If the assigned orientation class is the reference orientation, the processor is programmed to output the unclassified x-ray image.Type: ApplicationFiled: November 29, 2019Publication date: June 3, 2021Inventors: Khaled Salem Younis, Katelyn Rose Nye, Gireesha Chinthamani Rao, German Guillermo Vera Gonzalez, Gopal B. Avinash, Ravi Soni, Teri Lynn Fischer, John Michael Sabol
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Patent number: 10136868Abstract: Some embodiments are associated with an X-ray source configured to generate X-rays directed toward an object, wherein the X-ray source is to: (i) generate a first energy X-ray pulse, (ii) switch to generate a second energy X-ray pulse, and (iii) switch back to generate another first energy X-ray pulse. A detector may be associated with multiple image pixels, and the detector includes, for each pixel: an X-ray sensitive element to receive X-rays; a first storage element and associated switch to capture information associated with the first energy X-ray pulses; and a second storage element and associated switch to capture information associated with the second energy X-ray pulse. A controller may synchronize the X-ray source and detector.Type: GrantFiled: September 3, 2015Date of Patent: November 27, 2018Assignee: General Electric CompanyInventors: Yun Zou, John Michael Sabol, Brian David Yanoff, Hao Lai, Biju Jacob, Katelyn Rose Nye, Feng Chen
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Patent number: 9689997Abstract: An imaging system includes plural modular imaging detectors and a readout electronics unit. Each modular imaging detector includes pixels configured to collect imaging data, a substrate on which the pixels are disposed, and a mechanical interconnection feature. The mechanical interconnection feature is configured to cooperate with a corresponding mechanical interconnection feature of at least one other of the modular imaging detectors to directly join the modular imaging detector to the at least one other of the modular imaging detectors. The readout electronics unit is configured to be operably coupled to the modular imaging detectors and to receive signals corresponding to the imaging data from the modular imaging detectors.Type: GrantFiled: September 4, 2014Date of Patent: June 27, 2017Assignee: General Electric CompanyInventors: Nicholas Ryan Konkle, John Michael Sabol, James Michael Gent, Aaron Couture
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Patent number: 9610057Abstract: In accordance with one aspect of the present system, a dual energy X-ray imaging system includes a communication module configured to receive a pre-shot image from a detection circuitry and receive one or more pre-shot parameters from a source controller of the dual energy X-ray imaging system. The dual energy X-ray imaging system further includes an analysis module configured to determine one or more image characteristics of the pre-shot image. The dual energy X-ray imaging system further includes a determination module configured to calculate a first and a second set of main-shot parameters based on the one or more pre-shot parameters and the one or more image characteristics of the pre-shot image. The determination module is further configured to send the one or more main-shot parameters to the source controller of the dual energy X-ray imaging system.Type: GrantFiled: November 25, 2014Date of Patent: April 4, 2017Assignee: General Electric CompanyInventors: Yun Zou, David Allen Langan, Hao Lai, Rowland Frederick Saunders, John Michael Sabol, Guillermo Sander
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Publication number: 20170065240Abstract: Some embodiments are associated with an X-ray source configured to generate X-rays directed toward an object, wherein the X-ray source is to: (i) generate a first energy X-ray pulse, (ii) switch to generate a second energy X-ray pulse, and (iii) switch back to generate another first energy X-ray pulse. A detector may be associated with multiple image pixels, and the detector includes, for each pixel: an X-ray sensitive element to receive X-rays; a first storage element and associated switch to capture information associated with the first energy X-ray pulses; and a second storage element and associated switch to capture information associated with the second energy X-ray pulse. A controller may synchronize the X-ray source and detector.Type: ApplicationFiled: September 3, 2015Publication date: March 9, 2017Inventors: Yun Zou, John Michael Sabol, Brian David Yanoff, Hao Lai, Biju Jacob, Katelyn Rose Nye, Feng Chen
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Publication number: 20160070006Abstract: An imaging system includes plural modular imaging detectors and a readout electronics unit. Each modular imaging detector includes pixels configured to collect imaging data, a substrate on which the pixels are disposed, and a mechanical interconnection feature. The mechanical interconnection feature is configured to cooperate with a corresponding mechanical interconnection feature of at least one other of the modular imaging detectors to directly join the modular imaging detector to the at least one other of the modular imaging detectors. The readout electronics unit is configured to be operably coupled to the modular imaging detectors and to receive signals corresponding to the imaging data from the modular imaging detectors.Type: ApplicationFiled: September 4, 2014Publication date: March 10, 2016Inventors: Nicholas Ryan Konkle, John Michael Sabol, James Michael Gent, Aaron Couture
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Publication number: 20150359502Abstract: In accordance with one aspect of the present system, a dual energy X-ray imaging system includes a communication module configured to receive a pre-shot image from a detection circuitry and receive one or more pre-shot parameters from a source controller of the dual energy X-ray imaging system. The dual energy X-ray imaging system further includes an analysis module configured to determine one or more image characteristics of the pre-shot image. The dual energy X-ray imaging system further includes a determination module configured to calculate a first and a second set of main-shot parameters based on the one or more pre-shot parameters and the one or more image characteristics of the pre-shot image. The determination module is further configured to send the one or more main-shot parameters to the source controller of the dual energy X-ray imaging system.Type: ApplicationFiled: November 25, 2014Publication date: December 17, 2015Inventors: Yun Zou, David Allen Langan, Hao Lai, Rowland Frederick Saunders, John Michael Sabol, Guillermo Sander
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Patent number: 9118635Abstract: An autonomous medical imaging system includes at least one autonomous imaging subsystem and at least one autonomous detection subsystem. The autonomous detection subsystem is configured to communicate with the autonomous imaging subsystem, and the autonomous imaging subsystem is configured to communicate with the autonomous detection subsystem.Type: GrantFiled: November 2, 2007Date of Patent: August 25, 2015Assignee: GENERAL ELECTRIC COMPANYInventors: Kadri Nizar Jabri, Rajeev Ramankutty Marar, Ferry Tamtoro, Gopal Biligeri Avinash, John Michael Sabol
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Patent number: 8786873Abstract: Systems and methods are disclosed for managing autonomous detector and imager subsystems communicating as nodes on a network. In an embodiment, an application server is provided which coordinates use of the autonomous imager and detector subsystems so that appropriate combinations of imagers and detectors are used for particular imaging applications. In another embodiment, the performance of a detector subsystem may be automatically evaluated prior to use, such as by one or more automated routines that monitor or measure factors related to detector performance. Additional systems, methods, and devices are also disclosed.Type: GrantFiled: July 20, 2009Date of Patent: July 22, 2014Assignee: General Electric CompanyInventors: John Michael Sabol, James Zhengshe Liu, Rajeev Ramankutty Marar, Kadri Nizar Jabri, Gopal Biligeri Avinash, Chuande Liu, Tan Liu
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Patent number: 8761864Abstract: A method includes automatically determining at least one gating signal based on a physiological signal from a subject being imaged by an imaging system, automatically determining, based upon prior analysis and knowledge of the imaging system's capabilities, a timing of each of a plurality of exposures within a single or multiple cycles of the physiologic signal, and performing the multiple acquisitions.Type: GrantFiled: September 14, 2006Date of Patent: June 24, 2014Assignee: General Electric CompanyInventors: John Michael Sabol, Kadri Nizar Jabri, Renuka Uppaluri, Gopal B. Avinash
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Patent number: 8654919Abstract: A system and method for acquiring x-ray imaging data from a subject is disclosed. The x-ray imaging system includes a first support structure oriented in a vertical fashion and a second support structure oriented in a vertical fashion and spaced apart from the first support structure to define a scanning area configured to receive a subject to be scanned. A linear x-ray source is affixed to the first support structure on one side of the scanning area and is oriented in a vertical fashion, with the linear x-ray source configured to emit x-rays towards the subject. A linear detector arrangement is affixed to the second support structure on another side of the scanning area and is generally opposite the linear x-ray source. The linear detector arrangement is configured to receive x-rays after passing through the subject.Type: GrantFiled: June 29, 2011Date of Patent: February 18, 2014Assignee: General Electric CompanyInventors: John Michael Sabol, Lawrence E. Murphy, Kadri Nizar Jabri, Anila Lingamneni, Scott William Robinson, David L. Widmann
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Patent number: 8553967Abstract: A system and method for an improved digital X-ray radiographic tomosynthesis user interface and workflow. The system comprising a user interface providing a tomosynthesis reconstruction preference edit tool; a dose preference edit tool; a scout acquisition edit tool; a tomosynthesis acquisition edit tool; a retrospective reconstruction image processing edit tool; a slice image change auto forward edit tool; and an image annotation propogation edit tool.Type: GrantFiled: September 10, 2007Date of Patent: October 8, 2013Assignee: General Electric CompanyInventors: Xianfeng Ni, John Michael Sabol, Renuka Uppaluri, Kadri Nizar Jabri, Tammy Michael Merisotis
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Patent number: 8503613Abstract: Providing an operator with information concerning radiation dose associated with an imaging operation is disclosed. In certain embodiments, the dose information may be provided in conjunction with indicators related to reference dose levels to facilitate evaluation of the dose in the context of the reference levels. The dose information may be based on real-time assessment of dose or may be an expected dose based on a proposed or planned sequence of exposure events. Further the indication may be prospective, providing an indication to the operator of when certain dose thresholds may be crossed.Type: GrantFiled: November 24, 2010Date of Patent: August 6, 2013Assignee: General Electric CompanyInventors: John Michael Sabol, Rowland Frederick Saunders, Jon Charles Omernick, Kadri Nizar Jabri, Christopher Aaron Paulik, François Hensen, Bruce Alan Bergendahl
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Patent number: 8243882Abstract: A method and a system are disclosed for operating an X-ray imaging subsystem with an X-ray imaging detector. Each subsystem may be one of many that could operate with one another to create X-ray images. An association is established between the imaging subsystem and the imaging detector, and a user-perceptible indication of the association is generated. The user may be prompted to confirm the association. Thereafter, the two subsystems may be used together for X-ray imaging. An X-ray source of the imaging subsystem may be disabled until the association is established or until the confirmation is received.Type: GrantFiled: May 7, 2010Date of Patent: August 14, 2012Assignee: General Electric CompanyInventors: Kadri Nizar Jabri, Gopal Biligeri Avinash, John Michael Sabol, Rajeev Ramankutty Marar
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Publication number: 20120128116Abstract: Providing an operator with information concerning radiation dose associated with an imaging operation is disclosed. In certain embodiments, the dose information may be provided in conjunction with indicators related to reference dose levels to facilitate evaluation of the dose in the context of the reference levels. The dose information may be based on real-time assessment of dose or may be an expected dose based on a proposed or planned sequence of exposure events. Further the indication may be prospective, providing an indication to the operator of when certain dose thresholds may be crossed.Type: ApplicationFiled: November 24, 2010Publication date: May 24, 2012Applicant: General Electric CompanyInventors: John Michael Sabol, Rowland Frederick Saunders, Jon Charles Omernick, Kadri Nizar Jabri, Christopher Aaron Paulik, Francois Hensen, Bruce Alan Bergendahl