System and Method for Extracting Radiological Information Utilizing Radiological Domain Report Ontology and Natural Language Processing
OwnerCharles R. Hale, Donald E. Satz +1inventors
InventorsCharles R. Hale, Donald E. Satz, Yihong Ding
Life of this patent
Estimating the term…
Abstract
A system and method that employs radiological report domain ontology and natural language processing to specify and model historical radiological information as knowledge is provided. The system and method trains a statistical probability based natural language processing system to recognize the semantics of a radiological domain. A methodology is provided to submit portions or the entire content of textual historical radiological report to a natural language processor wherein such data is interpreted and reported in a structured hierarchy.
Claims19
A method programmed in a computing environment for providing radiological reporting, the method comprising:
- utilizing a historical radiological data source;
- extracting one or more informational items from said historical radiological data source to provide said one or more informational items to a natural language processor;
- said natural language processor defining select ones of said one or more informational items as report domain concepts of a radiological ontology;
- and
- wherein said report domain concepts are categorized in the context of said radiological ontology to provide a hierarchical radiological report.
A method programmed in a computing environment for consulting and providing report information from a historical radiological report, the method comprising:
- defining one or more aspects of radiology report information as concept properties represented by a vocabulary of one or more instances of a radiological domain ontology, said radiological domain ontology declaring and fulfilling a model of radiological domain knowledge;
- wherein said model of radiological domain knowledge comprises:
- one or more findings;
- one or more finding characteristics;
- and
- object properties, wherein said object properties represent relationships among said findings and finding characteristics;
- extracting from said historical radiological report an informational item of interest;
- employing a natural language processor to identify a context that defines a set of said domain knowledge and the relationships among said set of domain knowledge to describe said informational item of interest;
- validating said informational item is reportable radiological information and resides in said domain of knowledge;
- identifying definitive concept of said informational item from within said domain of knowledge;
- and
- classifying said informational item into a hierarchical report.
A method for providing a knowledge based report of historical breast imaging information to an application program, the method comprising:
- interfacing the application program to a natural language processor;
- accessing a historical radiological report file including breast imaging information;
- said natural language processor employing a mammographic report ontology;
- said natural language processor analyzing said historical radiological report file and categorizing said breast imaging information therein to create a new radiological report;
- and
- providing the content of said new radiological report to the application program.
A computing system for providing radiological reporting utilizing a radiological report domain ontology in reference to a subject comprising:
- a definition of one or more aspects of radiology reports as concept properties represented by a vocabulary of one or more instances of said radiological report domain ontology, said radiological report domain ontology declaring and fulfilling a model of radiological report domain knowledge;
- means for receiving an informational report item of interest from a historical radiological report, wherein said informational report item of interest relates to said subject;
- a context that employs a set of said radiological report domain knowledge and the relationships among said set of said radiological report domain knowledge to describe said subject;
- a validation module to determine that said informational report item of interest is radiological and resides in said radiological report domain knowledge;
- an identification module to determine a definitive concept of said informational report item of interest from within said radiological report domain knowledge;
- and
- a classification module for classifying said informational report item of interest as a finding or a finding characteristic within said radiological report domain knowledge;
- and
- a report manager for providing said finding or said finding characteristic in a hierarchical radiological report.
Dependencies are inferred from the claim text.