{"cited_by_count":338131,"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.","display_name":"COVID-19 diagnosis using AI","domain_id":"4","external_ids":{"openalex":"https://openalex.org/T11775","wikipedia":"https://en.wikipedia.org/wiki/Medical_imaging#Deep_learning_applications"},"field_id":"27","id":"T11775","keywords":[{"display_name":"COVID-19 detection","id":"sars-cov-2-detection","score":0.499,"url":"https://openalex.org/keywords/sars-cov-2-detection"},{"display_name":"chest X-ray images","id":"chest-x-ray-images","score":0.8443,"url":"https://openalex.org/keywords/chest-x-ray-images"},{"display_name":"medical image classification","id":"medical-image-classification","score":0.203,"url":"https://openalex.org/keywords/medical-image-classification"},{"display_name":"pneumonia detection","id":"pneumonia-detection","score":0.8435,"url":"https://openalex.org/keywords/pneumonia-detection"},{"display_name":"COVID-19 diagnosis","id":"covid-19-diagnosis","score":0.2199,"url":"https://openalex.org/keywords/covid-19-diagnosis"},{"display_name":"chest X-ray classification","id":"chest-x-ray-classification","score":0.7147,"url":"https://openalex.org/keywords/chest-x-ray-classification"},{"display_name":"pneumonia classification","id":"pneumonia-classification","score":0.7859,"url":"https://openalex.org/keywords/pneumonia-classification"},{"display_name":"automated medical diagnosis","id":"automated-medical-diagnosis","score":0.4976,"url":"https://openalex.org/keywords/automated-medical-diagnosis"},{"display_name":"tuberculosis detection","id":"tuberculosis-detection","score":0.3226,"url":"https://openalex.org/keywords/tuberculosis-detection"},{"display_name":"lung disease classification","id":"lung-disease-classification","score":0.6565,"url":"https://openalex.org/keywords/lung-disease-classification"},{"display_name":"chest CT images","id":"chest-ct-images","score":0.6662,"url":"https://openalex.org/keywords/chest-ct-images"},{"display_name":"lung disease detection","id":"lung-disease-detection","score":0.5627,"url":"https://openalex.org/keywords/lung-disease-detection"},{"display_name":"COVID-19 classification","id":"covid-19-classification","score":0.8201,"url":"https://openalex.org/keywords/covid-19-classification"},{"display_name":"lung opacity","id":"lung-opacity","score":0.3932,"url":"https://openalex.org/keywords/lung-opacity"},{"display_name":"automated medical image analysis","id":"automated-medical-image-analysis","score":0.2615,"url":"https://openalex.org/keywords/automated-medical-image-analysis"},{"display_name":"ChestX-ray14","id":"chestx-ray14","score":0.767,"url":"https://openalex.org/keywords/chestx-ray14"},{"display_name":"lung CT images","id":"lung-ct-images","score":0.253,"url":"https://openalex.org/keywords/lung-ct-images"},{"display_name":"COVID-19 prediction","id":"covid-19-prediction","score":0.4498,"url":"https://openalex.org/keywords/covid-19-prediction"},{"display_name":"lung infection segmentation","id":"lung-infection-segmentation","score":0.9209,"url":"https://openalex.org/keywords/lung-infection-segmentation"},{"display_name":"lung lesion segmentation","id":"lung-lesion-segmentation","score":0.5555,"url":"https://openalex.org/keywords/lung-lesion-segmentation"},{"display_name":"automated medical image classification","id":"automated-medical-image-classification","score":0.5377,"url":"https://openalex.org/keywords/automated-medical-image-classification"},{"display_name":"CheXpert","id":"chexpert","score":0.3682,"url":"https://openalex.org/keywords/chexpert"},{"display_name":"pneumothorax detection","id":"pneumothorax-detection","score":0.2721,"url":"https://openalex.org/keywords/pneumothorax-detection"},{"display_name":"lung infection detection","id":"lung-infection-detection","score":0.7205,"url":"https://openalex.org/keywords/lung-infection-detection"},{"display_name":"COVID-19 severity prediction","id":"covid-19-severity-prediction","score":0.3666,"url":"https://openalex.org/keywords/covid-19-severity-prediction"}],"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"],"openalex_id":"https://openalex.org/T11775","source_created_date":"2024-01-23T15:27:11","source_updated_date":"2026-10-17T03:02:00","subfield_id":"2741","url":"/topics/T11775","works_api_url":"https://api.openalex.org/works?filter=topics.id:T11775","works_count":24063,"label":"COVID-19 diagnosis using AI","provider":"openalex","revision":"b00af1c043974bd4","taxonomy_revision":"f050b5d4780b1289","title":"COVID-19 diagnosis using AI","kind":"topic-directory","aeo_cohort":"topic-directory","catalogue_revision":"f050b5d4780b1289","numeric_address":"36249011951152558","address_version":"morton4x16-v1","coordinates":[4,27,2741,11775],"answer_status":"Directory metadata; local answer requires separate source review","truth_status":"Subject descriptor, not a factual answer or a demonstrated knowledge gap","reviewed_answer":null}