IP Library Granted Patent US 12,527,524
Granted Patent B2
US 12,527,524 · App. 17/189,935 · Granted Jan 20, 2026

Bed-based ballistocardiogram apparatus and method

Inventors: Hewon Jung (Atlanta, GA); Jacob P. Kimball (Douglasville, GA); Omer T. Inan (Marietta, GA); Timothy J. Receveur (Guilford, IN); Eric D. Agdeppa (Cincinnati, OH)
Assignees: Hill-Rom Services, Inc.; Georgia Tech Research Corporation
A61B5/6892A61B5/0205A61B5/1102A61B5/7221A61B5/7246A61B5/725G01G19/445G01G19/50G01G19/52G16H40/67A61B5/0816A61B5/7278A61B5/7435A61B5/7475A61B2562/0252A61B2562/046A61G7/015A61G7/018A61G2200/322A61G2200/325A61G2200/327A61G2203/44
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Quick Facts
Patent No.
US 12,527,524
App. No.
17/189,935
Granted
Jan 20, 2026
Kind
B2
Abstract

A bed-based ballistocardiogram (BCG) enables non-invasive cardiovascular monitoring of a patient on a patient bed. A method for bed-based BCG recordings includes (1) creating templates for standing BCG signals obtained from subjects in a prior study, and (2) quantifying the distance between these templates and BCG waveforms obtained in different body positions on the patient bed for a new set of subjects. The different body positions on the patient bed include supine, left lying, right lying, prone, and seated.

Claims (27)

1 . A patient bed comprising:

a frame configured to support a patient,

a weigh scale coupled to the frame and configured to weigh a patient supported by the frame of the patient bed, the weigh scale having four load cells that produce signals from which a patient weight is determined,

a ballistocardiogram carried by the frame, wherein the ballistocardiogram includes ballistocardiogram circuitry in electrical communication with only two of the four load cells of the weigh scale, wherein signals from the only two of the four load cells being processed by the ballistocardiogram circuitry to determine a heart rate of the patient, wherein a low pass filtered signal from at least one of the four load cells is processed by the ballistocardiogram circuitry to determine a tidal volume of the patient, and

a graphical user interface (GUI) carried by the frame and coupled electrically to the ballistocardiogram circuitry, the GUI being usable to provide inputs to a pneumatic system that controls inflation of bladders of a mattress of the patient bed, wherein the bladders overlie the four load cells, the GUI also being operable to display an input to capture supine waveforms to be used in determining a reference template for the ballistocardiogram while the patient is lying supine on the mattress.

2 . The patient bed of claim 1 , wherein the signals from the only two of the four load cells also are processed by the ballistocardiogram circuitry to determine a respiration rate of the patient.

3 . The patient bed of claim 1 , wherein the frame has a head end and a foot end, and wherein the only two of the four load cells are situated closer to the foot end than to the head end.

4 . The patient bed of claim 1 , wherein the heart rate is determined based on a comparison of the signals from the two of the four load cells to at least one template waveform generated previously during a force plate ballistocardiogram test of a test subject in a standing position on a force plate ballistocardiogram.

5 . The patient bed of claim 4 , wherein the comparison involves the circuitry accounting for a posture of the patient relative to the frame.

6 . The patient bed of claim 5 , wherein the posture accounted for by the circuitry includes one or more of the following: supine, left lying, right lying, prone, or seated.

7 . The patient bed of claim 5 , wherein the ballistocardiogram circuitry is configured to implement a transformation function that maps the signals from the two of the four load cells corresponding to left lying, right lying, prone or seated postures to the supine posture.

8 . The patient bed of claim 4 , wherein the comparison involves the ballistocardiogram circuitry using a signal quality index (SQI) that is determined as a function of an inverse of a distance between the signals from the two of the four load cells and the respective at least one template waveform.

9 . The patient bed of claim 8 , wherein the distance is determined by the circuitry using a dynamic-time feature matching (DTFM) technique.

10 . The patient bed of claim 4 , wherein the comparison involves the ballistocardiogram circuitry calculating a Pearson correlation coefficient.

11 . The patient bed of claim 4 , wherein the ballistocardiogram circuitry includes at least one finite impulse response (FIR) band-pass filter with a Kaiser window through which the signals from the two of the four load cells are fed prior to reaching a controller.

12 . A patient bed comprising:

a frame configured to support a patient,

a weigh scale coupled to the frame and configured to weigh a patient supported by the frame of the patient bed, the weigh scale having a plurality of load cells that produce signals from which a patient weight is determined,

a ballistocardiogram carried by the frame, wherein the ballistocardiogram includes ballistocardiogram circuitry in electrical communication with the plurality of load cells, wherein the signals from at least some, but not all, of the plurality of load cells being processed by the ballistocardiogram circuitry to determine a heart rate of the patient by comparing signals from the at least some, but not all, of the plurality of load cells to at least one template waveform generated previously during a ballistocardiogram test of a test subject in a test position on the patient bed, wherein a low pass filtered signal from at least one load cell of the plurality of load cells is processed by the ballistocardiogram circuitry to determine a tidal volume of the patient, and

a graphical user interface (GUI) carried by the frame and coupled electrically to the ballistocardiogram circuitry, the GUI being usable to provide inputs to a pneumatic system that controls inflation of bladders of a mattress of the patient bed, wherein the bladders overlie the plurality of load cells, the GUI also being operable to display an input to capture supine waveforms to be used as the at least one template waveform while the patient is lying supine on the mattress.

13 . The patient bed of claim 12 , wherein comparing signals involves accounting for a posture of the patient relative to the frame.

14 . The patient bed of claim 13 , wherein the posture accounted for includes one or more of the following: supine, left lying, right lying, prone, or seated.

15 . The patient bed of claim 13 , wherein a transformation function is used to map the signals corresponding to left lying, right lying, prone or seated postures to the supine posture.

16 . The patient bed of claim 12 , wherein comparing signals involves using a signal quality index (SQI) that is determined as a function of an inverse of a distance between the signals and the respective at least one template waveform.

17 . The patient bed of claim 16 , wherein the distance is determined by using a dynamic-time feature matching (DTFM) technique.

18 . The patient bed of claim 12 , wherein comparing signals involves calculating a Pearson correlation coefficient.

19 . The patient bed of claim 12 , wherein the ballistocardiogram circuitry determines the heart rate by feeding the signals through at least one finite impulse response (FIR) band-pass filter with a Kaiser window prior to comparing the signals to the respective at least one template waveform.

Assignments (3)
RELEASE OF SECURITY INTEREST AT REEL/FRAME 050260/0644 Recorded Dec 14, 2021
From: JPMORGAN CHASE BANK, N.A.
To: BREATHE TECHNOLOGIES, INC.; HILL-ROM SERVICES, INC.; ALLEN MEDICAL SYSTEMS, INC.; WELCH ALLYN, INC.; HILL-ROM, INC.; VOALTE, INC.; BARDY DIAGNOSTICS, INC.; HILL-ROM HOLDINGS, INC.
Reel/Frame 058517/0001 →
ASSIGNMENT OF ASSIGNOR'S INTEREST Recorded Apr 12, 2021
From: RECEVEUR, TIMOTHY J.; AGDEPPA, ERIC D.
To: HILL-ROM SERVICES, INC.
Reel/Frame 055886/0542 →
ASSIGNMENT OF ASSIGNOR'S INTEREST Recorded Apr 12, 2021
From: JUNG, HEWON; KIMBALL, JACOB P.; INAN, OMER T.
To: GEORGIA TECH RESEARCH CORPORATION
Reel/Frame 055886/0622 →
Continuity (3)
Provisional Application 63086724 · Oct 2, 2020
Provisional Application 63001585 · Mar 30, 2020
Related Publication 20210298683A1 · Sep 30, 2021
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