Diagnostic support program
Provided is a diagnostic support program that is possible to display a movement of an area whose shape changes for each respiratory element including all or part of expired air or inspired air. There are provided processing of acquiring a plurality of frame images from a database that stores images, processing of specifying of a cycle of a respiratory element including all or part of expired air or inspired air based on pixels in a specific area in each of the frame images, processing of detecting a lung field based on the cycle of the specified respiratory element, processing of dividing the detected lung field into a plurality of block areas and calculating a change in image in a block area in each of the frame images, processing of Fourier-transforming a change in image in each block area in each of the frame images, processing of extracting a spectrum in a fixed band including a spectrum corresponding to the cycle of the respiratory element, out of a spectrum obtained after the Fourier-transforming, processing of performing inverse Fourier transform on the spectrum extracted from the fixed band, and processing of displaying each of the images after performing the inverse Fourier transform, on a display.
1 . A diagnostic support system for analyzing human body images and displaying the analysis results, comprising:
an input interface that acquires a plurality of frame images;
a control unit that:
identifies at least one frequency of a respiratory element, which includes all or part of the exhalation or inhalation, based on the pixels of a specific region of each frame image;
detects lung fields from the acquired plurality of frame images;
divides the detected lung fields into a plurality of block regions, and calculates the image changes in the block regions for each frame image;
performs a Fourier transform on the image changes of each block region in each frame image;
extracts spectra from the Fourier transformed spectra, which are within a certain bandwidth and correspond to at least one frequency of the respiratory element, or weights specific spectra by applying coefficients;
performs an inverse Fourier transform on the spectra extracted from the certain bandwidth;
and generates images between frames based on the frequency of the respiratory element and each frame image.
2 . The diagnostic support system according to claim 1 ,
wherein the spectrum extracted from the certain bandwidth of the Fourier transformed spectra using a filter includes spectra containing noise frequencies, frequencies other than the respiratory element frequencies obtained from the frame images, or frequencies corresponding to the input frequency or frequency band.
3 . The diagnostic support system according to claim 1 ,
wherein the change rate of the pixels in the block regions of each frame image is calculated, and only the block regions where the synchronization rate, which is the ratio of the pixel change rate to the change rate of the dynamic part associated with respiration, falls within a predetermined range are extracted.
4 . The diagnostic support system according to claim 3 ,
wherein at least one frequency of a cardiovascular element extracted from the subject's heartbeat or at least one frequency of a vascular pulse element extracted from the vascular pulse is identified.
5 . The diagnostic support system according to claim 3 ,
wherein the logarithm value of the synchronization rate is defined as a certain range including zero.
6 . The diagnostic support system according to claim 1 ,
wherein the respiratory element is corrected by changing the phase of at least one frequency of the respiratory element or smoothing the waveform of the respiratory element.
7 . The diagnostic support system according to claim 1 ,
wherein only blocks with relatively high amplitude values are extracted and displayed after the inverse Fourier transform.
8 . A diagnostic support system for analyzing human body images and displaying the analysis results, comprising:
an input interface that acquires a plurality of frame images;
a control unit that:
identifies at least one frequency of a cardiovascular element extracted from the subject's heartbeat or vascular pulse;
identifies at least one frequency of a respiratory element, which includes all or part of the exhalation or inhalation, based on the pixels of a specific region of each frame image;
detects lung fields from the acquired plurality of frame images;
divides the detected lung fields into a plurality of block regions, and calculates the image changes in the block regions for each frame image;
performs a Fourier transform on the image changes of each block region in each frame image;
extracts spectra from the Fourier transformed spectra, which are within a certain bandwidth and correspond to at least one frequency of the cardiovascular element, or weights specific spectra by applying coefficients;
performs an inverse Fourier transform on the spectra extracted from the certain bandwidth, and
generates images between frames based on the frequency of the cardiovascular element and each frame image.
9 . The diagnostic support system according to claim 8 ,
wherein the spectrum extracted from the certain bandwidth of the Fourier transformed spectra using a filter includes spectra containing noise frequencies, frequencies other than the cardiovascular element frequencies obtained from the frame images, or frequencies corresponding to the input frequency or frequency band.
10 . A diagnostic support system for analyzing human body images and displaying the analysis results, comprising:
an input interface that acquires a plurality of frame images;
identifies at least one frequency of a cardiovascular element extracted from the subject's heartbeat or vascular pulse;
detects lung fields from the acquired plurality of frame images;
divides the detected lung fields into a plurality of block regions, and calculates the image changes in the block regions for each frame image;
performs a Fourier transform on the image changes of each block region in each frame image;
extracts spectra from the Fourier transformed spectra, which are within a certain bandwidth and correspond to at least one frequency of the cardiovascular element, or weights specific spectra by applying coefficients;
performs an inverse Fourier transform on the spectra extracted from the certain bandwidth, and
generates images between frames based on the frequency of the cardiovascular element and each frame image.
11 . A diagnostic support system for analyzing human body images and displaying the analysis results, comprising:
an input interface that acquires a plurality of frame images;
a control unit that:
identifies at least one frequency of a vascular pulse element extracted from the subject's vascular pulse;
divides the analysis range set for each frame image into a plurality of block regions, and calculates the image changes in the block regions for each frame image;
performs a Fourier transform on the image changes of each block region in each frame image;
extracts spectra from the Fourier transformed spectra, which are within a certain bandwidth and correspond to at least one frequency of the vascular pulse element, or weights specific spectra by applying coefficients;
performs an inverse Fourier transform on the spectra extracted from the certain bandwidth, and
generates images between frames based on the frequency of the vascular pulse element and each frame image.
12 . The diagnostic support system according to claim 11 ,
wherein the spectrum extracted from the certain bandwidth of the Fourier transformed spectra using a filter includes spectra containing noise frequencies, frequencies other than the vascular pulse element frequencies obtained from the frame images, or frequencies corresponding to the input frequency or frequency band.