Hello,
Background
I recently started learning ImageJ and using it to process my CT scans. This is one of the original pictures
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Analiysis goal
I want to get the area of these pores. Using threshold segmentation sometimes divides in noise as well as edges, and has a large gap from the original image pore area.
The better method I found so far is to use the magic wand to manually frame out and fill the pore area, and then use threshold segmentation, but the number of images is too large and takes too much time
This article describes the steps to import images from a drone to Site Scan Flight for ArcGIS version 4.2 and later, and upload them to Site Scan Manager for ArcGIS, along with how to import images captured using a third-party flight control application and how to use the Quick Upload functionality. The Site Scan Flight app uses the iOS Files application to store and access images from drone missions.
Procedure After completing a mission, you can either import the images to the iPad for upload and processing in Site Scan Manager, or upload images manually to Manager from a computer. To load images manually through a computer, see the article: How To: Upload photos to Site Scan Manager for ArcGIS.
The recommended option to transfer images to the Flight app is using an SD card dongle. This is preferred, especially for large missions, as it is more efficient than wirelessly downloading many images. This method also allows automatically downloading the images for all Pending Missions at once.
New Missions can be created from images in the Files app. This is particularly useful to import images captured from third-party apps into Site Scan Flight and upload them to Site Scan Manager for processing.
With a scanner that has an automatic document feeder, you can scan several pages at once. The same settings are used for all the pages in the feeder. If pages need different settings (for example, some are grayscale and some are color), scan them in different groups.
Choose the type of image being scanned: From the Kind pop-up menu, choose Text for black-and-white images with high contrast, such as a document; Black & White for grayscale images; or Color for color images.
In most cases, the scanned files are saved on your computer. To find out the exact location where the files are saved, or how to choose another location, see your scanner documentation. Also see your scanner documentation for information about how to save scanned files in specific file formats to send or transfer to others.
Early diagnosis of the coronavirus disease in 2019 (COVID-19) is essential for controlling this pandemic. COVID-19 has been spreading rapidly all over the world. There is no vaccine available for this virus yet. Fast and accurate COVID-19 screening is possible using computed tomography (CT) scan images. The deep learning techniques used in the proposed method is based on a convolutional neural network (CNN). Our manuscript focuses on differentiating the CT scan images of COVID-19 and non-COVID 19 CT using different deep learning techniques. A self-developed model named CTnet-10 was designed for the COVID-19 diagnosis, having an accuracy of 82.1%. Also, other models that we tested are DenseNet-169, VGG-16, ResNet-50, InceptionV3, and VGG-19. The VGG-19 proved to be superior with an accuracy of 94.52% as compared to all other deep learning models. Automated diagnosis of COVID-19 from the CT scan pictures can be used by the doctors as a quick and efficient method for COVID-19 screening.
Bone density scans are an indirect indicator many doctors use to help determine if you have osteoporosis. Also called bone mineral density testing, the procedure measures how much bone material there is per square centimeter in your bones.
Osteoporosis is a disease that makes your bones more fragile and prone to fractures. Bone density scans use X-ray technology to measure the amount of calcium and bone minerals packed into a small segment of your bone. The test is usually conducted on the spine, hip or forearm. If you have a high bone mineral content, your bones are denser and less likely to break. However, low bone mineral content means your bones are at risk of fracturing and could indicate osteoporosis.
Bone density scans are quick and painless procedures that usually take about 10 to 30 minutes to complete. The exam is generally conducted on the bones that are more prone to breakage because of osteoporosis, such as your spine, femur or the bones in your forearm.
When you come for your bone density scan, one of our team members at Health Images will position you on a padded table so the bone being scanned is accessible. The test is conducted using a dual-energy X-ray absorptiometry (DXA, DEXA) machine. It slowly passes over you, sending a low dose X-ray through your bone. The image generates on a computer monitor.
Before the use of bone density scans, the only way to tell if you had osteoporosis would be if you broke a bone. By this point, however, your bones would already be in a bad state, weakened by the disease. Older women are the most common demographic for this condition. However, anyone can develop osteoporosis no matter their age or sex.
In 1972, electrical engineer Sir Godfrey Hounsfield invented the first computed tomography (CT) scanner.[1] Around the same time, physicist Allan McLeod Cormack developed a similar system, and Hounsfield and Cormack shared the Nobel Prize in Physiology or Medicine in 1979.[2] CT has since become an imaging modality widely used in medicine.
CT images are two-dimensional pictures that represent three-dimensional physical objects. The images are made by converting electrical energy (moving electrons) into X-ray photons, passing the photons through an object, and then converting the measured photons back into electrons. The number of X-rays that pass through the object is inversely proportional to the density of the object. Objects (such as human beings) imaged by CT consist of parts that vary in density.
The CT machine passes X-ray photons through each point in the object at different angles through 360 degrees. Fluctuations in the density of the different parts of the object change the intensity of photons that successfully pass through the object depending on the angles at which the beam of photons is shone. A computer processor uses the differences in successfully transmitted X-ray photon measurements to produce a dataset that recreates the 3D object based on its various densities and displays sequential images of this dataset as 2D slices on film or a screen. The quality of the images depends on multiple factors, primarily image resolution and image contrast.
CT scanners create images using a series of X-rays generated by a tube that is rapidly rotated around the examined object. X-rays are a type of electromagnetic energy that have properties of both particles and waves and a level of energy between ultraviolet rays and gamma-rays in the electromagnetic spectrum. CT scanning hardware consists of the following units:
A scanning unit, also known as a gantry, is the structure that contains the X-ray tube, shielding elements, and photon detectors. The X-ray tube and photon detectors are positioned to face each other and are built to rotate 360 degrees in one direction around the patient. The gantry tilt is the angle formed between the X-ray tube plane and the vertical plane; in many modern machines, gantry tilt ranges between -25 degrees and +25 degrees. Gantry tilt can be changed by the CT operator according to the exam objectives, such as to reduce image artifacts or improve a healthcare provider's ability to conduct an invasive CT-guided procedure. The use of slip rings in gantries allows continuous complete circular movements of the internal elements without the internal circuits and cables becoming entangled. The gantry contains a space for the table and the patient to pass through. CT was first available for head imaging only, but in 1976 a larger gantry was developed allowing whole-body scans.
The X-ray tube converts moving electrons (i.e., electricity) into photons with the energetic properties (the wavelength and amplitude) of X-rays. The X-ray tube is composed of a cathode assembly, an anode assembly, and a rotor, all contained in a tube envelope and together forming a structure called the tube insert. All gas atoms in the space inside the tube envelope have been evacuated, forming a vacuum.[4] Modern CT scanner X-ray tubes usually are provided with 20-60 kiloWatts of electrical power.
First-generation CT scanners contained only 2 detectors, which allowed the generation of two simultaneous views.[7] In second-generation scanners, the number of stationary detectors was increased to 30 detectors arranged in one row covering a 10-degree fan angle. The third generation introduced many more (up to 900) stationary detectors arranged in multiple rows (called multi-row detectors). Multi-row detectors allowed simultaneous scanning of multiple tissue slices simultaneously, which reduced scan time, allowed greater resolution, and improved efficiency in the use of X-ray tube power. Fourth-generation CT scanners contain up to 4500 stationary detectors arranged in a circle around the patient.[8]
The patient's table moves through the gantry during the scan. The distance the table moves during a complete rotation of the gantry is referred to as the table pitch or detector pitch. Table pitch equals the forward table movement in millimeters (mm) during a complete gantry rotation divided by beam collimation (the slice thickness in mm). Faster moving tables are described as having greater pitches. Increased table speed reduces scanning time and radiation but also can reduce image resolution if the circuitry of the machine cannot process the information as quickly as the table moves.[9]
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