Systems and methods for classifying and displaying data

• US 10,376,172 B2
• Filed: 03/10/2016
• Issued: 08/13/2019
• Est. Priority Date: 01/04/2013
• Status: Active Grant

• Current Assignee: Infobionic, Inc.
• Original Assignee: Infobionic, Inc.
• Inventors: Kuppuraj, Ravi, Georgescu, Serban P., Fahey, Michael, Sonin, Juhan, Benoit, Eric
• Primary Examiner(s): Schaetzle, Kennedy
• Application Number:
  US15/066,265
• Publication Number:
  US 20160183833A1
• Time in Patent Office: 1,251 Days
• Field of Search: None
• CPC Class Codes: A61B 5/0006 ECG or EEG signals
• CPC Class Codes: A61B 5/0022 Monitoring a patient using a global network, e.g. telephone networks, internet
• CPC Class Codes: A61B 5/0205 Simultaneously evaluating both cardiovascular conditions and different types of body conditions, e.g. heart and respiratory condition
• CPC Class Codes: A61B 5/316 Modalities, i.e. specific diagnostic methods
• CPC Class Codes: A61B 5/332 Portable devices specially adapted therefor
• CPC Class Codes: A61B 5/339 Displays specially adapted therefor
• CPC Class Codes: A61B 5/349 Detecting specific parameters of the electrocardiograph cycle
• CPC Class Codes: A61B 5/363 Detecting tachycardia or bradycardia
• CPC Class Codes: A61B 5/4842 Monitoring progression or stage of a disease
• CPC Class Codes: A61B 5/7246 using correlation, e.g. template matching or determination of similarity
• CPC Class Codes: A61B 5/7264 Classification of physiological signals or data, e.g. using neural networks, statistical classifiers, expert systems or fuzzy systems neural networks per se G06N3/00; expert systems per se G06N5/00
• CPC Class Codes: G16H 15/00 ICT specially adapted for medical reports, e.g. generation or transmission thereof
• CPC Class Codes: G16H 40/67 for remote operation
• CPC Class Codes: G16H 50/20 for computer-aided diagnosis, e.g. based on medical expert systems

Abstract

A method is disclosed for displaying patient ECG data. The method includes receiving ECG data including an ECG waveform; receiving analyzed ECG data including arrhythmic events; generating an indicia of the detected arrhythmic event; and displaying the indicia of the detected arrhythmic event in relation to the ECG waveform at a position associated with a time of the detected arrhythmic event. A system for displaying patient ECG data is also disclosed.

Claims

1. A method for displaying ECG data associated with a plurality of members on a display screen of an electronic device, the method comprising:

classifying the plurality of members into multiple groups based on the ECG data, the multiple groups including a first group and a second group;

displaying in a first image on the screen, pictorial representations of the first group and the second group, wherein one or more attributes of the pictorial representation of the first group represent distinguishing features of the ECG data of the members of the first group compared to the ECG data of the members of the second group; and

displaying in the first image, a pictorial representation of at least one member of the first group separate from the pictorial representation of the first group, wherein one or more attributes of the pictorial representation of the at least one member represent distinguishing features of the ECG data of the at least one member compared to the ECG data of other members in the first group, wherein the pictorial representation of the at least one member includes an indication of at least one of (a) a severity of a health-related event detected from the ECG data, (b) a recency of a health-related event detected from the ECG data, and (c) a number of health-related events detected from the ECG data.

2. The method of claim 1, wherein at least one of a size, a color, or a shape of the pictorial representation of the first group is different from the pictorial representation of the second group.

3. The method of claim 1, wherein the pictorial representation of the at least one member of the first group is positioned outside a periphery of the pictorial representation of the first group.

4. The method of claim 1, wherein classifying the plurality of members into multiple groups includes grouping members based on a characteristic of the ECG data associated with each member of the plurality of members.

5. The method of claim 1, wherein a color of the pictorial representation of the at least one member identifies a difference in the ECG data of the at least one member compared to the ECG data of other members of the first group.

6. The method of claim 1, wherein the members include patients.

7. The method of claim 6, further comprising analyzing the ECG data to detect arrhythmic events.

8. The method of claim 1, wherein the pictorial representation of the first group is spaced apart from the pictorial representation of the second group.

9. The method of claim 1, wherein the pictorial representation of the at least one member identifies a battery level of a device used to measure the ECG data of the at least one member.

10. The method of claim 1, wherein the pictorial representation of the at least one member indicates the at least one member'"'"'s compliance with prior instructions.

11. The method of claim 1, wherein the multiple groups additionally include a third group, wherein (a) the first group includes members that have experienced a condition within a selected time period, (b) the second group includes members that have not experienced the condition within a second time period, and (c) the third group includes members that have completed a preselected monitoring period.

12. The method of claim 1, further including:

modifying the first image based on input received from a user; and

displaying the modified first image on the screen.

13. A system for displaying ECG data associated with a plurality of members on a screen, the system comprising:

a data storage device storing instructions for displaying; and

a processor configured to execute the instructions and perform a method comprising;

classifying the plurality of members into multiple groups based on the ECG data, the multiple groups including a first group and a second group;

displaying in a first image on the screen, pictorial representations of the first group and the second group, wherein one or more attributes of the pictorial representation of the first group represent distinguishing features of the ECG data of the members of the first group compared to the ECG data of the members of the second group; and

displaying in the first image, a pictorial representation of at least one member of the first group separate from the pictorial representation of the first group, wherein one or more attributes of the pictorial representation of the at least one member represent distinguishing features of the ECG data of the at least one member compared to the ECG data of other members in the first group, wherein the pictorial representation of the at least one member includes an indication of at least one of (a) a severity of a health-related event detected from the ECG data, (b) a recency of a health-related event detected from the ECG data, and (c) a number of health-related events detected from the ECG data.

14. The system of claim 13, wherein the members include patients.

15. The system of claim 14, further comprising analyzing the ECG data to detect arrhythmic events.

16. The system of claim 13, wherein at least one of a size, a color, or a shape of the pictorial representation of the first group is different from the pictorial representation of the second group.

17. The system of claim 13, wherein the pictorial representation of the first group is spaced apart from the pictorial representation of the second group, and the pictorial representation of the at least member of the first group is positioned outside a periphery of the pictorial representation of the first group.

18. The system of claim 13, wherein the plurality of groups further include a third group, wherein (a) the first group includes members that have experienced a condition within a selected time period, (b) the second group includes members that have not experienced the condition within the selected time period, and (c) the third group includes members that have completed a preselected monitoring period.

19. A handheld device for displaying ECG data associated with a plurality of members, the handheld device comprising:

a display device for displaying representations of the ECG data on a screen;

a memory device storing instructions for the displaying; and

a processor configured to execute instructions for;

classifying the plurality of members into multiple groups based on the ECG data, the multiple groups including a first group and a second group;

displaying in a first image on the screen, pictorial representations of the first group and the second group, wherein one or more attributes of the pictorial representation of the first group represent distinguishing features of the ECG data of the members of the first group compared to the ECG data of the members of the second group; and

displaying in the first image, a pictorial representation of at least one member of the first group separate from the pictorial representation of the first group, wherein one or more attributes of the pictorial representation of the at least one member represent distinguishing features of the ECG data of the at least one member compared to the ECG data of other members in the first group, wherein the pictorial representation of the at least one member includes an indication of at least one of (a) a severity of a health-related event detected from the ECG data, (b) a recency of a health-related event detected from the ECG data, and (c) a number of health-related events detected from the ECG data.

20. The device of claim 19, wherein:

(a) at least one of a size, a color, or a shape of the pictorial representation of the first group is different from the pictorial representation of the second group;

(b) the pictorial representation of the first group is spaced apart from the pictorial representation of the second group; and

(c) the pictorial representation of the at least one member of the first group is positioned outside a periphery of the pictorial representation of that group.