Patents by Inventor Paul Joseph Chang
Paul Joseph Chang 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: 11636933Abstract: A system (100) includes an end point prediction engine (150) that predicts an end point (302) using a machine learning model (132) and one or more clinical report objects (152) for a patient, wherein the machine learning model inputs the one or more clinical report objects and outputs the predicted end point according to phrases or n-grams in the one or more clinical report objects. An end point visualization interface (160) visualizes the predicted end point (302) using a scorecard (162) or a timeline (164). An end point modeling engine (130) generates the machine learning model from training data that includes validated end points (122) and clinical report objects (116).Type: GrantFiled: April 19, 2018Date of Patent: April 25, 2023Assignee: Koninklijke Philips N.V.Inventors: Merlijn Sevenster, Sandeep Madhukar Dalal, Amir Mohammad Tahmasebi Maraghoosh, Paul Joseph Chang
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Patent number: 11495343Abstract: A device, system, and method determines a reading environment by synthesizing downstream needs. The method at a workflow server includes receiving a request from a physician device utilized by a referring physician, the request directed to performing an imaging procedure. The method includes determining at least one normalized need from the request, the normalized need corresponding to the referring physician. The method includes generating information to be included in a reading environment based on the at least one normalized need, the information assisting an image interpreter in interpreting the imaging procedure.Type: GrantFiled: March 30, 2018Date of Patent: November 8, 2022Assignees: KONINKLIJKE PHILIPS N.V., UNIVERSITY OF CHICAGOInventors: Merlijn Sevenster, Paul Joseph Chang
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Patent number: 11488698Abstract: A method and arrangement for determining measurements that need to be registered are disclosed. The method retrieves a plurality of clinical reports, detects a measurement in each of the plurality of clinical reports, and determines which of the detected measurements have been registered in a defined structured format. A method also identifies a plurality of patients with scheduled future clinical exam, determines if any of the plurality of patients have measurements that require registration and places the plurality of patients with the measurements requiring registration on a worklist. A further method retrieves data for a plurality of patients, determines whether each of the patients have new measurements, determines, for each of the patients, whether the new measurements have been registered, identifies a radiologist for each of the new measurements and generates a compliance scorecard for each of the radiologists.Type: GrantFiled: June 13, 2017Date of Patent: November 1, 2022Assignees: KONINKLIJKE PHILIPS N.V., UNIVERSITY OF CHICAGO SCHOOL OF MEDICINE (UCM)Inventors: Merlijn Sevenster, Paul Joseph Chang
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Patent number: 11409786Abstract: The present disclosure pertains to computer-assisted search of image slices. In some embodiments, an image slice having a detected finding (and representing a cross section of at least a portion of an individual) may be determined. A search space may be reduce to a subset of image slices respectively representing a cross section corresponding to the cross section represented by the determined image slice. The search space reduction may comprise filtering a set of image slices based on the cross section represented by the determined image slice. Image slice information related to the determined image slice and related one or more image slices (of the image slices subset) may be obtained based on the search space reduction. A determination of whether indications of the detected finding exist in the image slices (of the image slices subset) may be effectuated based on the image slice information.Type: GrantFiled: April 20, 2018Date of Patent: August 9, 2022Assignees: KONINKLIJKE PHILIPS N.V., THE UNIVERSITY OF CHICAGOInventors: Igor Trilisky, Merlijn Sevenster, Amir Mohammad Tahmasebi Maraghoosh, Paul Joseph Chang
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Patent number: 10998096Abstract: A system and method are provided for enabling a user to annotate a medical image. A collection of key-value pairs is provided, in which a key represents an image-observable quantity and a value represents the value of the image-observable quantity. A collection of structured finding objects is provided, wherein each structured finding object represents a set of key-value pairs, each set of key-value pairs representing a different annotation of the medical image. The user is enabled to select one or more of the collection of key-value pairs, thereby obtaining a user-selected structured finding object which represents a preliminary annotation of the medical image by the user. At least one recommended structured finding object is selected by using the user-selected structured finding object as input to a probabilistic recommendation algorithm. Feedback is provided to the user on the basis of the recommended structured finding object. The annotation is well suited for, e.g.Type: GrantFiled: July 17, 2017Date of Patent: May 4, 2021Assignees: KONINKLIJKE PHILIPS N.V., THE UNIVERSITY OF CHICAGOInventors: Merlijn Sevenster, Gabriel Ryan Mankovich, Paul Joseph Chang
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Publication number: 20200176107Abstract: A device, system, and method optimizes image acquisition workflows. The method performed at a workflow server includes receiving data associated with previous image acquisition procedures that have been performed, the image acquisition procedures having respective image orders, the image orders having respective contexts, each of the image acquisition procedures having used at least one sequence defining settings to capture an image. The method includes determining at least one metric associated with a use of a first one of the at least one sequence for a first one of the contexts. The method includes generating a rule indicative of whether the first sequence is to be included or excluded for a subsequent image acquisition procedure having the first context based on the at least one metric.Type: ApplicationFiled: July 25, 2018Publication date: June 4, 2020Inventors: Merlijn SEVENSTER, Nicole SCHADEWALDT, Amir Mohammad TAHMASEBI, Paul Joseph CHANG
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Patent number: 10650514Abstract: A device and method integrates a lesion stager in a reporting tool. The method includes receiving a user input. The user input is image data including at least one variable value. The variable value is indicative of a variable parameter of the image data. The method includes associating each of the at least one variable value with a corresponding variable parameter to generate at least one variable-value pair. The method includes determining a computed output value as a function of select ones of the at least one variable-value pair.Type: GrantFiled: January 18, 2018Date of Patent: May 12, 2020Assignees: KONINKLIJKE PHILIPS N.V., UNIVERSITY OF CHICAGO SCHOOL OF MEDICINEInventors: Merlijn Sevenster, Paul Joseph Chang
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Publication number: 20200125598Abstract: The present disclosure pertains to computer-assisted search of image slices. In some embodiments, an image slice having a detected finding (and representing a cross section of at least a portion of an individual) may be determined. A search space may be reduce to a subset of image slices respectively representing a cross section corresponding to the cross section represented by the determined image slice. The search space reduction may comprise filtering a set of image slices based on the cross section represented by the determined image slice. Image slice information related to the determined image slice and related one or more image slices (of the image slices subset) may be obtained based on the search space reduction. A determination of whether indications of the detected finding exist in the image slices (of the image slices subset) may be effectuated based on the image slice information.Type: ApplicationFiled: April 20, 2018Publication date: April 23, 2020Inventors: Igor TRILISKY, Merlijn SEVENSTER, Amir Mohammad TAHMASEBI MARAGHOOSH, Paul Joseph CHANG
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Publication number: 20200118660Abstract: A system (100) includes an end point prediction engine (150) that predicts an end point (302) using a machine learning model (132) and one or more clinical report objects (152) for a patient, wherein the machine learning model inputs the one or more clinical report objects and outputs the predicted end point according to phrases or n-grams in the one or more clinical report objects. An end point visualization interface (160) visualizes the predicted end point (302) using a scorecard (162) or a timeline (164). An end point modeling engine (130) generates the machine learning model from training data that includes validated end points (122) and clinical report objects (116).Type: ApplicationFiled: April 19, 2018Publication date: April 16, 2020Inventors: Merlijn Sevenster, Sandeep Madhukar Dalal, Amir Mohammad Tahmasebi Maraghoosh, Paul Joseph Chang
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Publication number: 20200051684Abstract: A device, system, and method determines a reading environment by synthesizing downstream needs. The method at a workflow server includes receiving a request from a physician device utilized by a referring physician, the request directed to performing an imaging procedure. The method includes determining at least one normalized need from the request, the normalized need corresponding to the referring physician. The method includes generating information to be included in a reading environment based on the at least one normalized need, the information assisting an image interpreter in interpreting the imaging procedure.Type: ApplicationFiled: April 10, 2018Publication date: February 13, 2020Applicant: KONINKLIJKE PHILIPS N.V.Inventors: Merlijn SEVENSTER, Paul Joseph CHANG
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Publication number: 20200027534Abstract: A device, system, and method updates a problem list. The method performed at a reporting server includes receiving a first document, the first document associated with a second document, the first document including first information. The method includes extracting first concepts from the first information of the first document. The method includes determining select ones of the first concepts to be included in the second document. The method includes updating the second document based on the select ones of the first concepts.Type: ApplicationFiled: October 17, 2017Publication date: January 23, 2020Inventors: Paul Joseph CHANG, Merlijn Sevenster, Thomas Andre FORSBERG
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Publication number: 20190355456Abstract: A system includes a ranking engine (110) and a user interface (130). The ranking engine receives a list (114) for a patient which includes a plurality of occurrences (210) and computes a relevance score for each occurrence (210) in the list. The computed relevance score is according to a relevance scheme (116) that maps relevance scores from a lexicon controlling the list to each of the plurality of occurrences. The user interface (130) displays the list on a display device (137) of a local computing device (140) ordered by a presented computed relevance score that includes the computed relevance score. Each displayed occurrence of the plurality of occurrences includes a feedback indicator (136). The user interface receives feedback comprising an input for one displayed occurrence of the plurality of occurrences according to the feedback indicator which indicates the one displayed occurrence is to be displayed higher or lower in the list than a current position. The input is a binary indicator.Type: ApplicationFiled: December 5, 2017Publication date: November 21, 2019Applicant: KONINKLIJKE PHILIPS N.V.Inventors: Merlijn Sevenster, Thomas Andre Forsberg, Paul Joseph Chang
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Publication number: 20190259494Abstract: A system and method are provided for enabling a user to annotate a medical image. A collection of key-value pairs is provided, in which a key represents an image-observable quantity and a value represents the value of the image-observable quantity. A collection of structured finding objects is provided, wherein each structured finding object represents a set of key-value pairs, each set of key-value pairs representing a different annotation of the medical image. The user is enabled to select one or more of the collection of key-value pairs, thereby obtaining a user-selected structured finding object which represents a preliminary annotation of the medical image by the user. At least one recommended structured finding object is selected by using the user-selected structured finding object as input to a probabilistic recommendation algorithm. Feedback is provided to the user on the basis of the recommended structured finding object. The annotation is well suited for, e.g.Type: ApplicationFiled: July 17, 2017Publication date: August 22, 2019Applicants: Koninklijke Philips N.V., ANNOTATING MEDICAL IMAGESInventors: Merlijn Sevenster, Gabriel Ryan Mankovich, Paul Joseph Chang
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SYSTEM AND ARCHITECTURE FOR SEAMLESS WORKFLOW INTEGRATION AND ORCHESTRATION OF CLINICAL INTELLIGENCE
Publication number: 20190252061Abstract: A system and method for determining a desired action of a user reading a medical image. The system and method retrieving and displaying an image to be read by a user, receiving, via a processor, a contextual cue of the user in response to the displayed image to be read, mapping the contextual cue to a user intention via the processor, and generating an action based on the user intention via the processor.Type: ApplicationFiled: June 21, 2017Publication date: August 15, 2019Inventors: Paul Joseph Chang, Merlijn Sevenster, Amir Mohammad TAHMASEBI MARAGHOOSH, Robbert Christiaan VAN OMMERING, Aharona Shuali, Eliahu Zino -
Publication number: 20190206535Abstract: A method and arrangement for determining measurements that need to be registered are disclosed. The method retrieves a plurality of clinical reports, detects a measurement in each of the plurality of clinical reports, and determines which of the detected measurements have been registered in a defined structured format. A method also identifies a plurality of patients with scheduled future clinical exam, determines if any of the plurality of patients have measurements that require registration and places the plurality of patients with the measurements requiring registration on a worklist. A further method retrieves data for a plurality of patients, determines whether each of the patients have new measurements, determines, for each of the patients, whether the new measurements have been registered, identifies a radiologist for each of the new measurements and generates a compliance scorecard for each of the radiologists.Type: ApplicationFiled: June 13, 2017Publication date: July 4, 2019Inventors: MERLIJN SEVENSTER, PAUL JOSEPH CHANG
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Publication number: 20190108175Abstract: A radiology workstation (24) includes at least one display component (30, 32); at least one user input device (28); and at least one microprocessor (26, 34) programmed to generate a contextual ranking of clinical codes for a context received via the at least one user input device (28) and to display information pertaining to the contextual ranking on the display component (30, 32) of the radiology workstation (24). The contextual ranking is computed by the microprocessor from (i) statistics of occurrences of the clinical codes in radiology reports contained in a radiology reports database (10) and satisfying the context and (ii) statistics of the clinical codes in problem lists contained in a problem lists database and satisfying the context.Type: ApplicationFiled: April 4, 2017Publication date: April 11, 2019Applicants: Koninklijke Philips N.V., The University of ChicagoInventors: Merlijn Sevenster, Paul Joseph Chang, Amir Mohammad Tahmasebi Maraghoosh
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Publication number: 20190087924Abstract: A system includes an orchestrator with a processor and a plurality of processing actors in connection therewith. The processor orchestrates closed-loop implementation of a healthcare imaging workflow plan by the plurality of processing actors.Type: ApplicationFiled: November 13, 2018Publication date: March 21, 2019Inventors: Paul SELTZER, Paul Joseph CHANG
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Publication number: 20190074084Abstract: A system (100) includes a relevancy computation engine (150) configured to compute a relevancy score for a lab value in a lab report of a patient by applying rules that map one or more patient state indications and the lab value to the relevancy score.Type: ApplicationFiled: March 28, 2017Publication date: March 7, 2019Applicant: Koninklijke Philips N.V.Inventors: Merlijn SEVENSTER, Paul Joseph CHANG
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Publication number: 20180330820Abstract: A system and method perform the steps of retrieving a problem list with active diagnostic information items for a patient; constructing a clinical context for a current imaging exam based on retrieved relevant diagnostic information for the current imaging exam; determining a ranking scheme with relevance rules based on the clinical context, wherein the relevance rules rank a relevance of problem list diagnostic information items based on the clinical context for the current imaging exam; selecting a ranking scheme; and implementing the selected ranking scheme to sort the problem list diagnostic information items.Type: ApplicationFiled: November 25, 2016Publication date: November 15, 2018Applicant: Koninklijke Philips N.V.Inventors: Merlijn Sevenster, Paul Joseph Chang, Yuechen Qian
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Publication number: 20180308575Abstract: A device, system, and method determines a reading environment by synthesizing downstream needs. The method at a workflow server includes receiving a request from a physician device utilized by a referring physician, the request directed to performing an imaging procedure. The method includes determining at least one normalized need from the request, the normalized need corresponding to the referring physician. The method includes generating information to be included in a reading environment based on the at least one normalized need, the information assisting an image interpreter in interpreting the imaging procedure.Type: ApplicationFiled: March 30, 2018Publication date: October 25, 2018Inventors: Merlijn Sevenster, Paul Joseph Chang