System and method for outcome tracking and analysis
Inventors
Pellini, Michael • Palmer, Gary • Lancelotta, Mary Patricia • Hawryluk, Matthew J. • Miller, Vincent A.
Assignees
Interested in licensing this patent?
MTEC can help explore whether this patent might be available for licensing for your application.
Abstract
Provided are systems and methods for capturing outcome information associated with various cancer treatments. The system facilitates capture and analysis of cancer treatment information and associated outcome information. The treatment and outcome information can include genomic analysis and information on treatment of different cancers. The system can store and analyze any one or more of: tumor type, genomic alterations (e.g., genes and associated alterations, gene sequence mutations, alterations, amplifications, deletions, etc.), and treatment data (including, for example, treatments targeted to specific genes and/or genomic alterations). Users of the outcome system can supply and use the treatment and outcome information to facilitate diagnosis and therapy decisions. User interfaces within the system can be configured to allow users to easily locate outcome information associated with particular treatments of tumors having certain genomic alterations.
Core Innovation
The invention relates to tracking cancer treatment and outcome information using a model that analyzes treatment data and outcome data. The model indexes outcome data based on one or more genomic-based indices and specifies a data structure that includes the one or more genomic-based indices. Treatment and outcome information are received as user input indicative of an update to a patient’s treatment or outcome via a first user interface with user interface controls that categorize treatment information and outcome information into selectable categories to minimize time required by a physician to input data.
The model processes the user input and dynamically identifies a set of patients similar to the patient based on the model. After receiving an instruction for viewing similar patients, a second user interface is configured based at least partially on the model by generating a treatment data structure associated with the set of patients similar to the patient. The treatment data structure provides actionable information or advisory information for treatment decision making, including enabling a physician to locate treatment information and outcome information for dynamically identified similar patients.
The disclosure further centers on organizing and analyzing records by genomic alteration, affected gene/pathway, tumor type, and treatment, and dynamically identifies similar patient populations for filterable similar patient and patient-group outcome views. Outcome statuses are normalized among complete response, partial response, stable disease, and progressive disease, and course-of-treatment timelines are displayed to support review of treatment and outcomes over time.
Claims Coverage
The document includes three independent claims: a method, an electronic device, and a non-transitory computer-readable storage medium. Across these independent claims, the core inventive elements are generating a genomic-indexed model for treatment and outcome analysis, receiving categorized physician updates via a first user interface, dynamically identifying similar patients, and configuring a second user interface to display actionable or advisory treatment and outcome information for off-label treatment decision making.
Genomic-based indexed model for treatment and outcome analysis
Generating a model configured to analyze treatment data and outcome data, wherein generating the model includes indexing outcome data based on one or more genomic-based indices, and specifying a data structure that includes the one or more genomic-based indices.
Categorized physician update input via first user interface
Receiving a user input indicative of an update to treatment or outcome of a patient via a first user interface having one or more user interface controls categorizing treatment information and outcome information into a plurality of selectable categories to minimize time required by a physician to input data.
Dynamic identification of similar patients
Processing the user input according to the model; dynamically identifying a set of patients similar to the patient based on the model.
Second user interface providing actionable or advisory off-label decision support
Responsive to receiving an instruction for viewing similar patients, configuring a second user interface based at least partially on the model by generating a treatment data structure associated with the set of patients similar to the patient to provide actionable information or advisory information for treatment decision making, wherein the second user interface is configured to allow the physician to locate the treatment information and the outcome information for the set of patients similar to the patient dynamically identified based on the model to inform decision-making for off-label uses of a particular treatment.
Electronic device implementation of the model and interfaces
An electronic device including a display, one or more processors, a memory, and one or more programs stored in the memory and executed by the one or more processors, the one or more programs including instructions for generating the model with genomic-based outcome indexing and specifying the data structure, receiving the user input via the first user interface with selectable categories, processing the user input, dynamically identifying the set of patients similar to the patient, and configuring the second user interface to locate treatment information and outcome information for off-label decision-making.
Non-transitory computer-readable medium implementing the model and interfaces
A non-transitory computer-readable storage medium storing one or more programs whose execution causes the electronic device to generate the genomics-indexed model and data structure, receive categorized user input via the first user interface, process the user input, dynamically identify similar patients, and configure the second user interface to provide actionable or advisory information for treatment decision making for off-label uses.
Taken together, the independent claims cover a workflow in which a model indexes and analyzes treatment and outcome data using genomic-based indices, physician updates are entered through a categorized interface, similar patients are dynamically identified, and a second interface presents treatment and outcome information as actionable or advisory content to inform off-label treatment decision making.
Stated Advantages
Minimize time required by a physician to input data.
Provide actionable information or advisory information for treatment decision making.
Allow the physician to locate treatment information and outcome information for dynamically identified similar patients to inform decision-making for off-label uses of a particular treatment.
Documented Applications
Tracking cancer treatment and outcome information using an electronically configured workflow that enables viewing treatment information and outcome information for a dynamically identified set of patients similar to a patient, to inform off-label uses of a particular treatment.
Off-label treatment decision making using a set of dynamically identified similar patients with a second user interface configured to allow a physician to locate treatment information and outcome information.
Interested in licensing this patent?