Intrinsic contrast optical cross-correlated wavelet angiography
View Patent ↗A time sequenced series of optical images of a patient is obtained at a rate faster than cardiac frequency, wherein the time sequenced series of images capture one or more physical properties of intrinsic contrast. A cross-correland signal from the patient is obtained. A cross-correlated wavelet transform analysis is applied to the time sequenced series of optical images to yield a spatiotemporal representation of cardiac frequency phenomena. The cross-correlated wavelet transform analysis comprises performing a wavelet transform on the time-sequenced series of optical images to obtain a wavelet transformed signal, cross-correlating the wavelet transformed signal with the cross-correland signal to obtain a cross-correlated signal, filtering the cross-correlated signal at cardiac frequency to obtain a filtered signal, and performing an inverse wavelet transform on the filtered signal to obtain a spatiotemporal representation of the time sequenced series of optical images. Images of the cardiac frequency phenomena are generated.
1. A method of extracting cardiac frequency phenomena from a series of optical images obtained by an optical system at faster than cardiac frequency comprising:
acquiring a time sequenced series of optical images of a patient obtained at a rate faster than cardiac frequency, wherein the time sequenced series of optical images capture one or more physical properties of intrinsic contrast;
acquiring a cross-correland signal from the patient;
applying a cross-correlated wavelet transform analysis to the time sequenced series of optical images to yield a spatiotemporal representation of cardiac frequency phenomena, wherein the cross-correlated wavelet transform analysis comprises:
performing a wavelet transform on the time sequenced series of optical images to obtain a wavelet transformed signal;
cross-correlating the wavelet transformed signal with the cross-correland signal to obtain a cross-correlated signal;
filtering the cross-correlated signal at cardiac frequency to obtain a filtered signal, and
performing an inverse wavelet transform on the filtered signal to obtain a spatiotemporal representation of the time sequenced series of optical images; and
generating images of the cardiac frequency phenomena from the spatiotemporal representation.
2. The method of claim 1 , further comprising displaying the spatiotemporal representation in one or more reconstructed images.
3. The method of claim 1 , further comprising obtaining a contemporaneously measured cardiac signal and cross-correlating the contemporaneously measured cardiac signal with the wavelet transformed signal.
4. The method of claim 1 , wherein the series of optical images are obtained by optical microscopy, near-infrared microscopy, ultrasound, or Doppler technology.
5. The method of claim 1 , wherein the series of optical images are obtained from imaging a body with a vascular structure.
6. The method of claim 1 , wherein the intrinsic contrast comprises thermal radiation, optical reflection, or auto-fluorescence.
7. The method of claim 1 , wherein the images of the cardiac frequency phenomena are provided as a cine video sequence.
8. The method of claim 1 , further comprising:
acquiring a second time sequenced series of images with intravenously injected chemical contrast and generating a second spatiotemporal representation of the images obtained from the intravenously injected chemical contrast;
pairing the spatiotemporal representation of the time sequenced series of optical images with the second spatiotemporal representation of the images obtained from the intravenously injected chemical contrast; and
calibrating the spatiotemporal representation of the time sequenced series of optical images based on the pairing.
9. An optical system for extracting cardiac frequency phenomena obtained at a rate faster than cardiac frequency, the system comprising:
one or more computer processors;
one or more computer readable storage media; and
program instructions stored on the one or more computer readable storage media for execution by at least one of the one or more computer processors, the program instructions comprising instructions to:
acquire a time sequenced series of optical images of a patient obtained at a rate faster than cardiac frequency, wherein the time sequenced series of optical images capture one or more physical properties of intrinsic contrast;
acquire a cross-correland signal from the patient;
apply a cross-correlated wavelet transform analysis to the time sequenced series of optical images to yield a spatiotemporal representation of cardiac frequency phenomena, wherein the cross-correlated wavelet transform analysis comprises:
performing a wavelet transform on the time sequenced series of optical images to obtain a wavelet transformed signal;
cross-correlating the wavelet transformed signal with the cross-correland signal to obtain a cross-correlated signal;
filtering the cross-correlated signal at cardiac frequency to obtain a filtered signal, and
performing an inverse wavelet transform on the filtered signal to obtain a spatiotemporal representation of the time sequenced series of optical images; and
generate images of the cardiac frequency phenomena from the spatiotemporal representation.
10. The system of claim 9 , wherein the program instructions further comprise instructions to:
display the spatiotemporal representation in one or more reconstructed images.
11. The system of claim 9 , wherein the program instructions further comprise instructions to:
obtain a contemporaneously measured cardiac signal and cross-correlate the contemporaneously measured cardiac signal with the wavelet transformed signal.
12. The system of claim 9 , wherein the series of optical images are obtained by optical microscopy, near-infrared microscopy, ultrasound, or Doppler technology.
13. The system of claim 9 , wherein the series of optical images are obtained from imaging a body with a vascular structure.
14. The system of claim 9 , wherein the intrinsic contrast comprises thermal radiation, optical reflection, or auto-fluorescence.
15. The system of claim 9 , wherein the images of the cardiac frequency are provided as a cine video sequence.
16. The system of claim 9 , wherein the program instructions further comprise instructions to:
acquire a second time sequenced series of images with intravenously injected chemical contrast and generate a second spatiotemporal representation of the images obtained from the intravenously injected chemical contrast;
pair the spatiotemporal representation of the time sequenced series of optical images with the second spatiotemporal representation of the images obtained from the intravenously injected chemical contrast; and
calibrate the spatiotemporal representation of the time sequenced series of optical images based on the pairing.
17. A computer program product for extracting cardiac frequency phenomena obtained at a rate faster than cardiac frequency, the computer program product comprising one or more non-transitory computer readable storage media collectively having program instructions embodied therewith, the program instructions executable by a computer to cause the computer to:
acquire a time sequenced series of optical images from a patient obtained at a rate faster than cardiac frequency, wherein the time sequenced series of optical images capture one or more physical properties of intrinsic contrast;
acquire a cross-correland signal from the patient;
apply a cross-correlated wavelet transform analysis to the time sequenced series of optical images to yield a spatiotemporal representation of cardiac frequency phenomena, wherein the cross-correlated wavelet transform analysis comprises:
performing a wavelet transform on the time sequenced series of optical images to obtain a wavelet transformed signal;
cross-correlating the wavelet transformed signal with the cross-correland signal to obtain a cross-correlated signal;
filtering the cross-correlated signal at cardiac frequency to obtain a filtered signal; and
performing an inverse wavelet transform on the filtered signal to obtain a spatiotemporal representation of the time sequenced series of optical images; and
generate images of the cardiac frequency phenomena from the spatiotemporal representation.
18. The computer program product of claim 17 , wherein the program instructions further comprise instructions to:
display the spatiotemporal representation of cardiac frequency angiographic phenomena in one or more reconstructed images.
19. The computer program product of claim 17 , wherein the program instructions further comprise instructions to:
obtain a contemporaneously measured cardiac signal and cross-correlate the contemporaneously measured cardiac signal with the wavelet transformed signal.
20. The computer program product of claim 17 , wherein the program instructions further comprise instructions to:
acquire a second time sequenced series of images with intravenously injected chemical contrast and generate a second spatiotemporal representation of the images obtained from the intravenously injected chemical contrast;
pair the spatiotemporal representation of the time sequenced series of optical images with the second spatiotemporal representation of the images obtained from the intravenously injected chemical contrast; and
calibrate the spatiotemporal representation of the time sequenced series of optical images based on the pairing.