# US 11,308,591 B1 · Method and apparatus for a software enabled high resolution ultrasound imaging device > Agents: this data is available as JSON from the patentgrep API and MCP server — see https://patentgrep.com/llms.txt - Number: US 11,308,591 B1 - Document ID: US11308591B1 - Status: Granted - Kind: B1 - Application number: 16/507,910 - Filed: 2019-07-10 - Granted: 2022-04-19 - Earliest claimed: 2018-07-11 - Applicants: Masoud Vaziri - Inventors: Masoud Vaziri - Web page: https://patentgrep.com/patent/US11308591B1 ## CPC - G06T 5/50: using two or more images, e.g. averaging or subtraction - G06T 7/0016: {involving temporal comparison} - G06F 18/251: {of input or preprocessed data} - G06T 5/73: Deblurring; Sharpening - G06T 7/0012: {Biomedical image inspection} - G06V 10/80: Fusion, i.e. combining data from various sources at the sensor level, preprocessing level, feature extraction level or classification level (multimodal speaker identification or verification G10L17/10) - G06T 2207/10088: Magnetic resonance imaging [MRI] - G06T 2207/10132: Ultrasound image - G06T 2207/10136: 3D ultrasound image - G06V 2201/03: Recognition of patterns in medical or anatomical images - G06T: IMAGE DATA PROCESSING OR GENERATION, IN GENERAL - G06F: ELECTRIC DIGITAL DATA PROCESSING (computer systems based on specific computational models G06N) - G06V: IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING ## Abstract Various computational methods and techniques are presented to increase the lateral and axial resolution of an ultrasound imager in order to allow a medical practitioner to use an ultrasound imager in real time to obtain a 3D map of a portion of a body. ## Claims ### Claim 1 An imaging method for monitoring healing of an injury of a portion of a human body comprising: acquiring, via an ultrasound imager, at least one first image corresponding to at least one first slice of a first volume of the portion of the human body wherein the first volume includes a healthy volume and an injured volume, the healthy volume partially surrounds the injured volume, and the at least one first image includes at least one first subset that is associated with the healthy volume and at least one second subset that is associated with the injured volume; receiving at least one second image corresponding to at least one second slice of a second volume of the human body wherein the at least one second image captured with an MRI machine and prior to capturing the at least one first image and the first and second volumes have an overlap and the overlap includes at least a portion of the healthy and the injured volumes; and Executing, via at least one processor, an image resolution enhancement procedure to generate, based upon the at least one first image and the at least one second image, at least one third image corresponding to a portion of the at least one second subset in such a way that the image details in the at least one third image are more clear than the image details in the corresponding subset in the at least one first image; whereby through capturing at least one reference image with an MRI machine, a healthcare practitioner can monitor the healing of an injured portion of a human body over an extended period of time with an ultrasound imager that is much less expensive, much more compact and much easier to operate than an MRI machine and yet obtain images that in terms of resolution are comparable to the resolution of the at least one reference image. ### Claim 2 (depends on 1) The imaging method of claim 1 wherein the image resolution enhancement procedure comprises: recognizing patterns in both the at least one first image and the at least one second image; and learning from the recognized patterns to generate the at least one third image. ### Claim 3 (depends on 1) The imaging method of claim 1 wherein the first volume is a subset of the second volume. ### Claim 4 (depends on 1) The imaging method of claim 1 wherein the image resolution enhancement procedure is an iterative image resolution enhancement procedure. ### Claim 5 An imaging apparatus for monitoring healing of an injury of a portion of a human body comprising: an ultrasound imaging unit for capturing at least one first image corresponding to at least one first slice of a first volume of the portion of the human body wherein the first volume includes a healthy volume and an injured volume, the healthy volume partially surrounds the injured volume, and the at least one first image includes at least one first subset that is associated with the healthy volume and at least one second subset that is associated with the injured volume; a memory unit for storing at least one second image corresponding to at least one second slice of a second volume of the human body wherein the at least one second image captured with an MRI machine and prior to capturing the at least one first image and the first and second volumes have an overlap and the overlap includes at least a portion of the healthy and the injured volumes; and at least one processor, in communication with the ultrasound imaging unit and the memory unit, configured to: execute an image resolution enhancement procedure to generate, based upon the at least one first image and the at least one second image, at least one third image corresponding to a portion of the at least one second subset in such a way that the image details in the at least one third image are more clear than the image details in the corresponding subset in the at least one first image; whereby through capturing at least one reference image with an MRI machine, a healthcare practitioner can monitor the healing of an injured portion of a human body over an extended period of time with an ultrasound imager that is much less expensive, much more compact and much easier to operate than an MRI machine and yet obtain images that in terms of resolution are comparable to the resolution of the at least one reference image. ### Claim 6 (depends on 5) The imaging apparatus of claim 5 wherein the image resolution enhancement procedure comprises: recognizing patterns in both the at least one first image and the at least one second image; and learning from the recognized patterns to generate the at least one third image. ### Claim 7 (depends on 5) The imaging apparatus of claim 5 wherein the first volume is a subset of the second volume. ### Claim 8 (depends on 5) The imaging apparatus of claim 5 wherein the image resolution enhancement procedure is an iterative image resolution enhancement procedure. ### Claim 9 An imaging apparatus for monitoring healing of an injury of a portion of a first human body comprising: an ultrasound imaging unit for capturing at least one first image corresponding to at least one first slice of a first volume of the portion of the first human body wherein the first volume includes a healthy volume and an injured volume, the healthy volume partially surrounds the injured volume, and the at least one first image includes at least one first subset that is associated with the healthy volume and at least one second subset that is associated with the injured volume; a memory unit for storing at least one second image corresponding to at least one second slice of a second volume of a second human body wherein the at least one second image captured with an MRI machine and prior to capturing the at least one first image; and at least one processor, in communication with the ultrasound imaging unit and the memory unit, configured to: execute a learning based iterative image resolution enhancement procedure to generate, based upon the at least one first image and the at least one second image, at least one third image corresponding to a portion of the at least one second subset in such a way that the image details in the at least one third image are more clear than the image details in the corresponding subset in the at least one first image; whereby through capturing at least one reference image with an MRI machine, a healthcare practitioner can monitor the healing of an injured portion of a human body over an extended period of time with an ultrasound imager that is much less expensive, much more compact and much easier to operate than an MRI machine and yet obtain images that in terms of resolution are comparable to the resolution of the at least one reference image. ### Claim 10 (depends on 9) The imaging apparatus of claim 9 wherein the first and the second human bodies are the same.