{"id":"https://openalex.org/T11775","display_name":"COVID-19 diagnosis using AI","description":"This cluster of papers focuses on the application of deep learning, particularly convolutional neural networks, in medical imaging for the detection and diagnosis of COVID-19, pneumonia, and other thoracic diseases using chest X-ray and CT scan images. The research explores the use of artificial intelligence, transfer learning, and image-based deep learning techniques to develop automated systems for accurate medical diagnoses.","keywords":[{"id":"https://openalex.org/keywords/sars-cov-2-detection","display_name":"COVID-19 detection","score":0.4991},{"id":"https://openalex.org/keywords/chest-x-ray-images","display_name":"chest X-ray images","score":0.8447},{"id":"https://openalex.org/keywords/medical-image-classification","display_name":"medical image classification","score":0.203},{"id":"https://openalex.org/keywords/pneumonia-detection","display_name":"pneumonia detection","score":0.8438},{"id":"https://openalex.org/keywords/covid-19-diagnosis","display_name":"COVID-19 diagnosis","score":0.2201},{"id":"https://openalex.org/keywords/chest-x-ray-classification","display_name":"chest X-ray classification","score":0.7148},{"id":"https://openalex.org/keywords/pneumonia-classification","display_name":"pneumonia classification","score":0.7856},{"id":"https://openalex.org/keywords/automated-medical-diagnosis","display_name":"automated medical diagnosis","score":0.4971},{"id":"https://openalex.org/keywords/tuberculosis-detection","display_name":"tuberculosis detection","score":0.3227},{"id":"https://openalex.org/keywords/lung-disease-classification","display_name":"lung disease classification","score":0.6604},{"id":"https://openalex.org/keywords/chest-ct-images","display_name":"chest CT images","score":0.665},{"id":"https://openalex.org/keywords/lung-disease-detection","display_name":"lung disease detection","score":0.5631},{"id":"https://openalex.org/keywords/covid-19-classification","display_name":"COVID-19 classification","score":0.8201},{"id":"https://openalex.org/keywords/lung-opacity","display_name":"lung opacity","score":0.3932},{"id":"https://openalex.org/keywords/automated-medical-image-analysis","display_name":"automated medical image analysis","score":0.2615},{"id":"https://openalex.org/keywords/chestx-ray14","display_name":"ChestX-ray14","score":0.7677},{"id":"https://openalex.org/keywords/lung-ct-images","display_name":"lung CT images","score":0.2527},{"id":"https://openalex.org/keywords/covid-19-prediction","display_name":"COVID-19 prediction","score":0.4498},{"id":"https://openalex.org/keywords/lung-infection-segmentation","display_name":"lung infection segmentation","score":0.9209},{"id":"https://openalex.org/keywords/lung-lesion-segmentation","display_name":"lung lesion segmentation","score":0.5555},{"id":"https://openalex.org/keywords/automated-medical-image-classification","display_name":"automated medical image classification","score":0.536},{"id":"https://openalex.org/keywords/chexpert","display_name":"CheXpert","score":0.367},{"id":"https://openalex.org/keywords/pneumothorax-detection","display_name":"pneumothorax detection","score":0.2721},{"id":"https://openalex.org/keywords/lung-infection-detection","display_name":"lung infection detection","score":0.7205},{"id":"https://openalex.org/keywords/covid-19-severity-prediction","display_name":"COVID-19 severity prediction","score":0.3666}],"legacy_keywords":"Deep Learning; Medical Imaging; COVID-19; Convolutional Neural Networks; Chest X-Ray; Pneumonia Detection; Artificial Intelligence; Image-Based Diagnosis; Transfer Learning; CT Scan","ids":{"openalex":"https://openalex.org/T11775","wikipedia":"https://en.wikipedia.org/wiki/Medical_imaging#Deep_learning_applications"},"subfield":{"id":"https://openalex.org/subfields/2741","display_name":"Radiology, Nuclear Medicine and Imaging"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"},"siblings":[{"id":"https://openalex.org/T10372","display_name":"Cardiac Imaging and Diagnostics"},{"id":"https://openalex.org/T10378","display_name":"Advanced MRI Techniques and Applications"},{"id":"https://openalex.org/T10522","display_name":"Medical Imaging Techniques and Applications"},{"id":"https://openalex.org/T10563","display_name":"Corneal surgery and disorders"},{"id":"https://openalex.org/T10642","display_name":"Plasma Applications and Diagnostics"},{"id":"https://openalex.org/T10727","display_name":"Ultrasound Imaging and Elastography"},{"id":"https://openalex.org/T10844","display_name":"Radiation Dose and Imaging"},{"id":"https://openalex.org/T10954","display_name":"Peripheral Nerve Disorders"},{"id":"https://openalex.org/T10977","display_name":"Optical Imaging and Spectroscopy Techniques"},{"id":"https://openalex.org/T11016","display_name":"Monoclonal and Polyclonal Antibodies Research"},{"id":"https://openalex.org/T11304","display_name":"Advanced Neuroimaging Techniques and Applications"},{"id":"https://openalex.org/T11359","display_name":"Effects of Radiation Exposure"},{"id":"https://openalex.org/T11377","display_name":"Retinal and Macular Surgery"},{"id":"https://openalex.org/T11395","display_name":"Radiopharmaceutical Chemistry and Applications"},{"id":"https://openalex.org/T11438","display_name":"Retinal Imaging and Analysis"},{"id":"https://openalex.org/T11566","display_name":"Laser Applications in Dentistry and Medicine"},{"id":"https://openalex.org/T11828","display_name":"Corneal Surgery and Treatments"},{"id":"https://openalex.org/T11885","display_name":"MRI in cancer diagnosis"},{"id":"https://openalex.org/T11894","display_name":"Radiology practices and education"},{"id":"https://openalex.org/T11910","display_name":"Foreign Body Medical Cases"},{"id":"https://openalex.org/T12055","display_name":"Boron Compounds in Chemistry"},{"id":"https://openalex.org/T12272","display_name":"Cardiovascular Conditions and Treatments"},{"id":"https://openalex.org/T12296","display_name":"Autopsy Techniques and Outcomes"},{"id":"https://openalex.org/T12422","display_name":"Radiomics and Machine Learning in Medical Imaging"},{"id":"https://openalex.org/T12484","display_name":"Retinopathy of Prematurity Studies"},{"id":"https://openalex.org/T12962","display_name":"Nephrotoxicity and Medicinal Plants"},{"id":"https://openalex.org/T12994","display_name":"Infrared Thermography in Medicine"},{"id":"https://openalex.org/T13123","display_name":"Advances in Oncology and Radiotherapy"},{"id":"https://openalex.org/T14275","display_name":"Historical Medical Research and Treatments"}],"works_count":24112,"cited_by_count":338488,"works_api_url":"https://api.openalex.org/works?filter=topics.id:T11775","updated_date":"2026-10-22T03:01:35","created_date":"2024-01-23T15:27:11"}