This data set aims to realise the medical equipment recognition to aid visual search through three deep learning models. The data set contains ten medical equipment classes: commodes, wheelchairs, walking frames, blood pressure monitors, breast pumps, thermometers, rippled mattresses, oximeters, crutches, and therapeutic ultrasound machines. We collected from online resources around 220 images for each medical equipment class. Each image class in the test set has around 40 images.
Hendrick Medical Supply is a hospital-based respiratory, oxygen, retail, durable medical equipment and supply company with three retail showrooms in Abilene, Brownwood and Sweetwater, providing services to patients in a 20-county area. We are committed to improving your independence at any stage of your life by ensuring that you can effectively and safely utilize durable medical equipment, oxygen and respiratory equipment and supplies that we provide.
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With so many choices and options, the home medical equipment world can be confusing. Let us help you find what you need and show you the best ways to get the maximum benefit from it. Our services include:
Images Boutique at Hendrick Medical Supply focuses on the special and very personal needs of women living through cancer. Our trained and caring staff can help you find the right products and the right fit for your individual needs. Private appointments are available.
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FDA is issuing this guidance to communicate how the Agency intends to apply its regulatory oversight to medical device data systems (MDDS), medical image storage devices, and medical image communication devices. FDA does not intend to enforce the requirements of the Federal Food, Drug, and Cosmetic Act for hardware functions that are considered to be MDDS, medical image storage devices, or medical image communication devices, provided that the hardware function is limited to assisting the following software functions: electronic transfer, storage, conversion of formats, or display of medical device data and results. Software functions that are solely intended to transfer, store, convert formats, or display medical device data and results, including medical images, waveforms, signals, or other clinical information, are not devices and are not subject to applicable FDA regulatory requirements.
Our program is designed to help those who are unable to afford medical equipment. Monetary donations are accepted to help maintain equipment and enable the program to continue and grow. Donations of home medical equipment in working order are also welcome.
Whether you live locally or are just visiting, we can help you with all of your medical supply needs! Burke's Main Street Pharmacy offers everything from lift chairs, wheelchairs and walkers to CPAP/BiPAP equipment, post-mastectomy products and portable oxygen concentrators. Check out our catalog below or give us a call at 843-681-2652 if you have questions.
Perkins Medical Supply is your one-stop shop for all of your home healthcare needs. We offer a wide variety of products, including respiratory equipment, CPAP supplies, walkers, wheelchairs, and more. Shop the home medical equipment and supplies you need from the comfort of your home and get them delivered right to your door! We also offer rentals, repair, and delivery.
Hart Medical Equipment provides a full range of home care products and support services based on individual needs. We strive to conduct our patient care operations with the highest standards. We are a nationally accredited, premier provider of home medical equipment and supplies.
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Dartmouth Medical Equipment has been providing medical products and services to North Dartmouth, Massachusetts and the South Coast community and surrounding areas since 1985. As an experienced and trusted provider with an extensive selection of home medical equipment, respiratory equipment and health supplies, Dartmouth Medical Equipment is the first place to go when you need medical equipment.
At Retrieve Medical Equipment, we do exactly what our name says. We enter the multi-billion dollar secondary medical equipment market and we retrieve medical equipment. As in, we purchase out of service equipment from hospitals, imaging centers and other medical facilities, refurbish it, and find it a new home. We also help other imaging equipment vendors find the used equipment they need to refurbish and fill orders quickly and easily.
Medical imaging is the technique and process of imaging the interior of a body for clinical analysis and medical intervention, as well as visual representation of the function of some organs or tissues (physiology). Medical imaging seeks to reveal internal structures hidden by the skin and bones, as well as to diagnose and treat disease. Medical imaging also establishes a database of normal anatomy and physiology to make it possible to identify abnormalities. Although imaging of removed organs and tissues can be performed for medical reasons, such procedures are usually considered part of pathology instead of medical imaging.[citation needed]
Measurement and recording techniques that are not primarily designed to produce images, such as electroencephalography (EEG), magnetoencephalography (MEG), electrocardiography (ECG), and others, represent other technologies that produce data susceptible to representation as a parameter graph versus time or maps that contain data about the measurement locations. In a limited comparison, these technologies can be considered forms of medical imaging in another discipline of medical instrumentation.
As of 2010, 5 billion medical imaging studies had been conducted worldwide.[1] Radiation exposure from medical imaging in 2006 made up about 50% of total ionizing radiation exposure in the United States.[2] Medical imaging equipment is manufactured using technology from the semiconductor industry, including CMOS integrated circuit chips, power semiconductor devices, sensors such as image sensors (particularly CMOS sensors) and biosensors, and processors such as microcontrollers, microprocessors, digital signal processors, media processors and system-on-chip devices. As of 2015[update], annual shipments of medical imaging chips amount to 46 million units and $1.1 billion.[3]
In the clinical context, "invisible light" medical imaging is generally equated to radiology or "clinical imaging". "Visible light" medical imaging involves digital video or still pictures that can be seen without special equipment. Dermatology and wound care are two modalities that use visible light imagery. Interpretation of medical images is generally undertaken by a physician specialising in radiology known as a radiologist; however, this may be undertaken by any healthcare professional who is trained and certified in radiological clinical evaluation. Increasingly interpretation is being undertaken by non-physicians, for example radiographers frequently train in interpretation as part of expanded practice. Diagnostic radiography designates the technical aspects of medical imaging and in particular the acquisition of medical images. The radiographer (also known as a radiologic technologist) is usually responsible for acquiring medical images of diagnostic quality; although other professionals may train in this area, notably some radiological interventions performed by radiologists are done so without a radiographer.[citation needed]
As a field of scientific investigation, medical imaging constitutes a sub-discipline of biomedical engineering, medical physics or medicine depending on the context: Research and development in the area of instrumentation, image acquisition (e.g., radiography), modeling and quantification are usually the preserve of biomedical engineering, medical physics, and computer science; Research into the application and interpretation of medical images is usually the preserve of radiology and the medical sub-discipline relevant to medical condition or area of medical science (neuroscience, cardiology, psychiatry, psychology, etc.) under investigation. Many of the techniques developed for medical imaging also have scientific and industrial applications.[4]
Two forms of radiographic images are in use in medical imaging. Projection radiography and fluoroscopy, with the latter being useful for catheter guidance. These 2D techniques are still in wide use despite the advance of 3D tomography due to the low cost, high resolution, and depending on the application, lower radiation dosages with 2D technique. This imaging modality uses a wide beam of X-rays for image acquisition and is the first imaging technique available in modern medicine.
A magnetic resonance imaging instrument (MRI scanner), or "nuclear magnetic resonance (NMR) imaging" scanner as it was originally known, uses powerful magnets to polarize and excite hydrogen nuclei (i.e., single protons) of water molecules in human tissue, producing a detectable signal which is spatially encoded, resulting in images of the body.[5] The MRI machine emits a radio frequency (RF) pulse at the resonant frequency of the hydrogen atoms on water molecules. Radio frequency antennas ("RF coils") send the pulse to the area of the body to be examined. The RF pulse is absorbed by protons, causing their direction with respect to the primary magnetic field to change. When the RF pulse is turned off, the protons "relax" back to alignment with the primary magnet and emit radio-waves in the process. This radio-frequency emission from the hydrogen-atoms on water is what is detected and reconstructed into an image. The resonant frequency of a spinning magnetic dipole (of which protons are one example) is called the Larmor frequency and is determined by the strength of the main magnetic field and the chemical environment of the nuclei of interest. MRI uses three electromagnetic fields: a very strong (typically 1.5 to 3 teslas) static magnetic field to polarize the hydrogen nuclei, called the primary field; gradient fields that can be modified to vary in space and time (on the order of 1 kHz) for spatial encoding, often simply called gradients; and a spatially homogeneous radio-frequency (RF) field for manipulation of the hydrogen nuclei to produce measurable signals, collected through an RF antenna.[citation needed] 152ee80cbc
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