The following relates to the medical arts, medical diagnostic arts, medical case management arts, expert system arts, and related arts.
Clinical decision support (CDS) systems are expert systems constructed to provide automated assistance to physicians or other medical personnel in making medical decisions such as ailment diagnosis, treatment selection, and implementation of various treatment regimen options such as dosing, cycles, and so forth. Some illustrative CDS systems are described, for example, in Alsafadi, U.S. Publ. Appl. No. 2007/0175980 A1.
A physician or other human medical diagnostician relies upon his or her past experiences in patient diagnoses and outcomes in making medical diagnoses and assessments of current patients. However, the physician may not have relevant past experience related to a particular current patient. Commonly, the physician may address this experiential deficiency by consultation with other physicians or by consulting standard medical texts or other relevant medical literature. In spite of these sources of information, reliance upon past experiences can be problematic due to limitations on the experience of any one physician (especially a newer physician with less total experience) and biases or memory gaps in individual physicians' anecdotal recollections.
A clinical decision support (CDS) system augments the knowledge of the physician or other human medical diagnostician by providing a database of past clinical experiences that may be more extensive and complete than the past experience of any particular physician or even the collective past experience of a group of physicians. The CDS system also includes expert system filtering or selection capability enabling the CDS system to “sort through” this database to retrieve and present the most relevant content as assessed by the filtering or selection algorithm of the CDS system.
In many instances, a physician or other human diagnostician may wish to know information about a current patient case, such as the treatment choices made, the progression of a patient, and so forth, from the beginning of treatment of the patient to the current time. Typically, this information is available as paper or electronic medical records. It is tedious for a physician to obtain information about the patient case history from these sources because the physician has to go through many lengthy documents which are not always chronologically ordered. Existing CDS systems generally do not provide patient case histories in a concise, readily accessible and understandable format.
The physician often would also like to query the CDS system based on the treatment pathway of the current patient, since the objective is often to investigate outcomes of patients who have undergone similar treatment. Existing CDS systems do not provide a convenient way to formulate such queries.
The following provides new and improved apparatuses and methods which overcome the above-referenced problems and others.
In accordance with one disclosed aspect, a clinical decision support (CDS) system comprises: a patient treatment histories database containing patient treatment histories; and a patient case navigation tool operative to select a patient treatment history from the patient treatment histories database and to display a flowchart representation of at least a portion of the selected patient treatment history and to additionally selectively display a flowchart representation of a portion or all of a patient nonspecific treatment guideline not coinciding with the selected patient treatment history.
In accordance with another disclosed aspect, a clinical decision support (CDS) system comprises: a patient treatment histories database containing patient treatment histories; a patient records query engine operative to receive a query and apply the received query against the patient treatment histories database to retrieve query results; and a patient case navigation tool operative to select a patient treatment history from the patient treatment histories database and to display a flowchart representation of at least a portion of the selected patient treatment history, and further operative to generate a query responsive to user input and to display query results retrieved by the patient records query engine for the query.
In accordance with another disclosed aspect, a clinical decision support (CDS) method comprises: selecting a patient treatment history from a patient treatment histories database containing patient treatment histories; displaying a flowchart representation of the selected patient treatment history; and responsive to user selection of an overview option, displaying an overview including a flowchart representation of at least a portion of the selected patient treatment history in context with a flowchart representation of a portion or all of a patient nonspecific treatment guideline not coinciding with the selected patient treatment history.
In accordance with another disclosed aspect, a storage medium is disclosed, the storage medium storing instructions executable by a digital processor to perform the clinical decision support (CDS) method set forth in the immediately preceding paragraph.
One advantage resides in a CDS system that provides patient information of varying scope ranging from statistical information
Another advantage resides in providing a user interface for manual grouping of similar patient cases in which the patient cases are represented by patient icons comprising patient images or thumbnail images generated from patient images.
Another advantage resides in automatically aggregating and correlating image and non-image features.
Further advantages will be apparent to those of ordinary skill in the art upon reading and understand the following detailed description.
With reference to
The CDS system employs treatment guidelines for supported medical conditions. Toward this end, a medically knowledgeable user operates a computer 12 or other user interface to interact with a treatment guideline authoring tool 14 in order to construct or optionally modify a treatment guideline for a medical condition that is stored in a treatment guidelines database 16. In general, a treatment guideline is constructed for each supported medical condition. The treatment guideline may in general include various decision points and alternative treatment pathways whose traversal for a specific patient case depends upon various test results, observed medical complications, physician decisions, and other factors. The treatment guideline can be represented as a flow diagram in which nodes correspond to medical operations (medical tests, therapeutic interventions, decision points, or so forth) and the nodes are interconnected to indicate the flow or progression of the patient within the clinical pathway including treatment regimen over time.
A physician or other medical person (hereinafter referred to without loss of generality as a physician) interacts with the CDS system via a computer 20 or other user interface (which may, in general, be the same as or different from the computer 12). By way of example, the physician accesses the CDS system through a physician identification validation engine and CDS gateway module 22 which ensures that the physician is an authorized user of the CDS system. The physician identification validation employs a suitable authentication tool such as a password-based authentication, a fingerprint reader, retinal scanner, or so forth. The physician identification validation engine and CDS gateway module 22 optionally tags or otherwise identifies the physician's CDS operating session so that the physician's interactions with the CDS system are personally associated with the physician.
Once verified, the physician interacts with the CDS system via a patient case navigation tool 30 which is operative to select a patient treatment history from a patient treatment histories database 32 and to display a flowchart representation of the selected patient treatment history. As with the treatment guidelines, the patient treatment history can be represented as a flowchart representation with nodes and connectors. In general, the patient treatment history coincides with a portion of a treatment guideline corresponding to the patient's medical condition. The patient treatment histories database 32 includes or has access to at least enough information in order to generate the flowchart representation of the patient treatment history and to retrieve other informatoin pertinent to clinical decision support. In the illustrated embodiment, the patient treatment histories database 32 is linked with or otherwise communicates with an electronic patient records database 34 into which physicians, nurses, or other medical personnel input medical information about the patient via a computer 36 or other user interface device (which may, in general, be the same as or different from the computers 12, 20). Alternatively, the patient treatment histories database 32 and the electronic patient records database 34 may be constructed in unitary fashion as a single database. In another contemplated configuration, the patient treatment histories database 32 and the electronic patient records database 34 are not intercommunicating or integrated together, and instead the physician maintains the patient treatment history stored in the patient treatment histories database 32 by inputting relevant patient information into the patient treatment histories database 32 via the patient case navigation tool 30.
The patient case navigation tool 30 also optionally has access to the treatment guidelines database 16. In such embodiments, the patient case navigation tool 30 can display a flowchart representation of the selected patient treatment history, and can additionally also selectably display an overview flowchart representation including a portion or all of the overall patient-nonspecific treatment guideline which does not coincide with the selected patient treatment history. By way of example, the overview flowchart representation display may include visually perceptible delineating of the portion that coincides with the selected patient treatment history, so that the physician can readily identify the portion of the overarching treatment guideline that has been traversed for the selected patient in the context of the overall treatment guideline.
In this way, the patient case navigation tool 30 can provide an overview of the patient treatment regimen including portions not yet reached in the treatment of the selected patient, or including alternative treatment paths not traversed in the treatment of the selected patient due to decisions made at earlier decision points. The overview can usefully inform a current clinical decision by providing the physician with knowledge of future treatment path options that may be eliminated or irrevocably selected by the current clinical decision. The overview can also usefully inform a current clinical decision by providing the physician with knowledge of alternative treatment paths that may have been bypassed by previous clinical decisions in the selected patient case, but which might be reconsidered in view of more recently obtained information or knowledge.
The patient case navigation tool 30 also optionally includes or communicates with a patient records query engine 40 that is operative to receive a query and apply the received query against the patient treatment histories database 32 to retrieve query results. The patient case navigation tool 30 is operative to generate a query responsive to user input and to display query results retrieved by the patient records query engine 40 for the query. The query results may be displayed as a graphical representation, such as a histogram, over a patient characteristic such as patient age, patient weight, patient gender, patient ethnicity, and patient outcome, or as another graphical statistical representation of the query results. By way of example, the patient case navigation tool 30 may generate a query responsive to user selection of a node of the flowchart representation of the selected patient treatment history, in which the generated query requests patient records for patient treatment histories in the patient treatment histories database 32 that include the selected node.
Additionally or alternatively, the patient records query engine 40 may receive a similar patient identification from the patient case navigation tool 30 and retrieve a complete medical history or other medical information about the similar patient from the patient treatment histories database 32. The medical history or other medical information about the similar patient is communicated back to the patient case navigation tool 30 for display to the physician. By way of example, the physician may select the similar patient from the statistical information retrieved by a query generated for a user-selected node.
The aspects of providing an overview flowchart representation of the patient-nonspecific treatment guideline including at least a portion not coinciding with the selected patient treatment history, on the one hand, and of providing the query engine 40 for retrieving information from the patient treatment histories database 32, on the other hand, can be usefully combined. By way of example, the overview flowchart representation graphically shows nodes corresponding to treatments, tests, or so forth which the selected patient has not traversed. The physician can select such a node for query via the query engine 40 so as to retrieve statistical information about other patients who have traversed the selected node. This provides the physician with substantial information about the selected node thus aiding the physician in deciding whether the selected patient's treatment flow should encompass the selected node. Further, if the physician identifies in the statistical information a similar patient (or a few similar patients) whose treatment histories appear to closely parallel that of the currently selected patient, the physician can optionally also use the query engine 40 to retrieve a medical history or other medical information about the similar patient from the patient treatment histories database 32.
It is to be understood that the various computer or digital data processing components 10, 12, 14, 20, 36 can be variously embodied. For example, the illustrated components 10, 12, 14, 20 can be embodied as a single computer that enables both configuration (e.g., treatment guideline authoring) and use of the CDS system. As another example, the components 10, 20 can be embodied together as an end-user CDS system, while the computer 12 and treatment guideline authoring tool 14 can be embodied as a separate CDS system configuration computer, in which case it is also contemplated for the configuration system 12, 14 to be located remotely from the end-user system 10, 20. As an example of this latter arrangement, the configuration system 12, 14 may be located at a CDS system vendor site, while the end-user system 10, 20 may be located at a hospital or other medical facility. It will also be appreciated that the disclosed CDS systems and methods may be embodied by a storage medium such as a magnetic disk, optical disk, random access memory (RAM), read-only memory (ROM), or so forth that stores instructions executable by a digital processor such as the illustrated processing components 10, 12, 14, 20, 36 to perform a disclosed CDS method.
The illustrative CDS system 10 shown in
In the flowchart representation 50 of
In the flowchart representation 50 of
It will be appreciated that the physicians clinical decision regarding the SCLC stage will determine future treatment of the selected patient. Based on the physician's clinical decision, only one of the nodes labeled “Very Limited Disease”, “Limited Disease”, or “Extensive Disease” will be traversed, while the other two will be bypassed. Future treatment is dependent upon this clinical decision.
To assist the physician in making this decision, relevant patient-specific information is provided in an additional windows 52 shown in the righthand side of the screenshot of
As already noted, future treatment for the selected patient is dependent upon the clinical decision to be made at the current node labeled “SCLC stage?”. However, the future treatment is not shown in the flowchart representation 50 of the selected patient treatment history shown in
In practice, however, it is recognized herein that the physician might want to know what future treatment is indicated in the patient-nonspecific SCLC treatment guideline for each of the possible decisions. For example, if the selected patient is frail the physician might want to know whether the SCLC treatment guideline for “Extensive Disease” entails aggressive therapies such as surgery or aggressive chemotherapy that the frail patient may be unable to withstand.
Further, depending upon the progress being made (or not being made) with the selected patient, the physician might begin to become uncomfortable with a decision made at an already-traversed node. For example, if what the physician is seeing for the selected patient (for example, as reflected in the patient-specific information set forth in the window 52) seems to the physician to be inconsistent with SCLC, then the physician might want to take a look back at the already-traversed “Initial Diagnosis?” decision node, to see what other diagnoses may have been available. Again, this information is not provided in the flowchart representation 50 of the selected patient treatment history shown in
It is recognized herein that in some instances the physician may want to have a more overarching view of future and/or past patient therapy options in order to better inform the current decision, or to enable reconsideration of past decisions made at already-traversed nodes. It is recognized herein that it is advantageous to provide the physician with the option of relaxing the conventional focus of the CDS system.
With continuing reference to
With reference to
The CDS system described with reference to
The overview capability of the patient case navigation tool 30 described with illustrative reference to the screenshot examples shown in
In making the clinical decision, the physician is likely to be guided by the physician's past experience with patients having similar cases. Toward this end, the physian may consult medical records of current or past SCLC patients who are or have been under the medical care of the physician. The physician may also consult case studies reported in the medical literature, or may consult with other physicians to mine relevant knowledge these other physicians have gleaned from their current or past SCLC patients.
With reference back to
The histogram 72 of
With continuing reference to
The statistical information provided in the window 70, such as the various histograms 72, 74, 75, 76, can be useful to the physician in making the current clinical decision. These statistics summarize a substantial number of patient cases (twenty-seven patient cases in the histogram 72, for example) and the constituent patient cases may have clinically significant differences as compared with the selected patient to which the current clinical decision pertains.
In some instances, however, the physician may want to focus in on information pertaining to a particular similar patient case of interest, rather than viewing a histogram or other statistical aggregated representation of information pertaining to numerous similar patients.
For example, with particular reference now being directed to
With continuing reference to
With reference to
The content of the pop-up window 90 is shown using a format similar to that of
The illustrative similar patient “Smith, Sam” is a patient of the physician or, alternatively, the physician is otherwise authorized to view personal medical information for similar patient “Smith, Sam”. However, in embodiments and circumstances in which patient privacy is to be maintained, personalizing information such as names, and other private patient medical information, is suitably redacted or anonymized in the pop-up window 90 or other display of similar patient information.
The CDS system described with reference to
This application has described one or more preferred embodiments. Modifications and alterations may occur to others upon reading and understanding the preceding detailed description. It is intended that the application be construed as including all such modifications and alterations insofar as they come within the scope of the appended claims or the equivalents thereof.
Filing Document | Filing Date | Country | Kind | 371c Date |
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PCT/IB2010/051543 | 4/9/2010 | WO | 00 | 11/15/2011 |
Number | Date | Country | |
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61178580 | May 2009 | US |