🔖 Physicians specializing in diagnostic radiology are trained to diagnose illnesses in patients through the use of x-rays, radioactive substances, sound waves in ultrasounds, or the body’s natural magnetism in magnetic resonance images (MRIs).
They can also pursue a subspecialty in the following areas:
- Abdominal radiology
- Breast imaging
- Cardiothoracic radiology
- Cardiovascular radiology
- Chest radiology
- Emergency radiology
- Endovascular surgical neuroradiology
- Gastrointestinal radiology
- Genitourinary radiology
- Head and neck radiology
- Interventional radiology
- Musculoskeletal radiology
- Neuroradiology
- Nuclear radiology
- Pediatric radiology
- Radiation oncology
- Vascular and interventional radiology
(defintion from here)
- COVID-19 Classification of X-ray Images Using Deep Neural Networks
- Using reinforcement learning to personalize AI-accelerated MRI scans
- Deep Learning for Automated Recognition of Covid-19 from Chest X-ray Images
- DeepCSR: A 3D Deep Learning Approach for Cortical Surface Reconstruction
- COVID-FACT: A Fully-Automated Capsule Network-based Framework for Identification of COVID-19 Cases from Chest CT scans
- OpenREM - OpenREM is a free, open source application for patient radiation dose monitoring. The software is capable of importing and displaying data from a wide variety of x-ray dose related sources with filtering, charts and analysis. The software also enables easy export of the data in a form that is suitable for further analysis by suitably qualified medical physics personnel.
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Center for Invivo Microscopy (CIVM), Embrionic and Neonatal Mouse (H&E, MR) user guide
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The Open Access Series of Imaging Studies (OASIS) - The Open Access Series of Imaging Studies (OASIS) is a project aimed at making neuroimaging data sets of the brain freely available to the scientific community. By compiling and freely distributing neuroimaging data sets, we hope to facilitate future discoveries in basic and clinical neuroscience.
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The Mammographic Image Analysis Society (MIAS) mini-database
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Mammography Image Databases 100 or more images of mammograms with ground truth
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NLM HyperDoc Visible Human Project color, CAT and MRI image samples - over 30 images
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ABIDE: The Autism Brain Imaging Data Exchange: towards a large-scale evaluation of the intrinsic brain architecture in autism. Function MRI images for 539 individuals suffering from ASD and 573 typical controls. These 1112 datasets are composed of structural and resting state functional MRI data along with an extensive array of phenotypic information.
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CT Colongraphy for Colon Cancer CT scan for diagnosing of colon cancer. Includes data for patients without polyps, 6-9mm polyps, and greater than 10 mm polyps.
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INbreast - Database for Digital Mammography