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Automatic identification of suspicious bone metastatic lesions in bone scintigraphy using convolutional neural network

期刊: BMC MEDICAL IMAGING, 2021; 21 (1)

Background We aimed to construct an artificial intelligence (AI) guided identification of suspicious bone metastatic lesions from the whole-body bone ......

CT-based radiomics combined with signs: a valuable tool to help radiologist discriminate COVID-19 and influenza pneumonia

期刊: BMC MEDICAL IMAGING, 2021; 21 (1)

Background In this COVID-19 pandemic, the differential diagnosis of viral pneumonia is still challenging. We aimed to assess the classification perfor......

The clinical significance of remnant thyroid tissue in thyroidectomized differentiated thyroid cancer patients on I-131-SPECT/CT

期刊: BMC MEDICAL IMAGING, 2021; 21 (1)

Background To explore the I-131-SPECT/CT characteristics of remnant thyroid tissue (RTT) in differentiated thyroid cancer (DTC), further assess the ri......

Standardized uptake values of Tc-99m-MDP in normal vertebrae assessed using quantitative SPECT/CT for differentiation diagnosis of benign and malignant bone lesions

期刊: BMC MEDICAL IMAGING, 2021; 21 (1)

BackgroundQuantitative bone SPECT/CT is useful for disease follow up and inter-patient comparison. For bone metastatic malignant lesions, spine is the......

Correlation between quantitative perfusion histogram parameters of DCE-MRI and PTEN, P-Akt and m-TOR in different pathological types of lung cancer

期刊: BMC MEDICAL IMAGING, 2021; 21 (1)

Background To explore if the quantitative perfusion histogram parameters of dynamic contrast-enhanced magnetic resonance imaging (DCE-MRI) correlates ......

Efficiency of a deep learning-based artificial intelligence diagnostic system in spontaneous intracerebral hemorrhage volume measurement

期刊: BMC MEDICAL IMAGING, 2021; 21 (1)

Background Accurate measurement of hemorrhage volume is critical for both the prediction of prognosis and the selection of appropriate clinical treatm......

Breast cancer and background parenchymal enhancement at breast magnetic resonance imaging: a meta-analysis

期刊: BMC MEDICAL IMAGING, 2021; 21 (1)

Background The background parenchymal enhancement at breast magnetic resonance imaging use to predict breast cancer attracts many searchers to draw a ......

Feasibility study of simultaneous multislice diffusion kurtosis imaging with different acceleration factors in the liver

期刊: BMC MEDICAL IMAGING, 2021; 21 (1)

Background Simultaneous multislice diffusion-weighted imaging (SMS-DWI) has been used to reduce image acquisition time. The purpose of this study was ......

The prognosis prediction significance of Hounsfield unit value for stroke patients treated by intravenous thrombolysis

期刊: BMC MEDICAL IMAGING, 2021; 21 (1)

Background Intravenous thrombolysis (IVT) is a rapid and effective treatment in the early stage of ischemic stroke patients and the purpose of this wo......

Detecting neonatal acute bilirubin encephalopathy based on T1-weighted MRI images and learning-based approaches

期刊: BMC MEDICAL IMAGING, 2021; 21 (1)

Background Neonatal hyperbilirubinemia is a common clinical condition that requires medical attention in newborns, which may develop into acute biliru......

Diagnostic accuracy of CBCT versus intraoral imaging for assessment of peri-implant bone defects

期刊: BMC MEDICAL IMAGING, 2021; 21 (1)

BackgroundEarly detection of marginal bone loss is vital for treatment planning and prognosis of teeth and implant. This study was conducted to assess......

Image quality of automatic coronary CT angiography reconstruction for patients with HR >= 75 bpm using an AI-assisted 16-cm z-coverage CT scanner

期刊: BMC MEDICAL IMAGING, 2021; 21 (1)

Background Coronary CT angiography (CCTA) is a complicated CT exam in comparison to other CT protocols. Exam success highly depends on image assessmen......

Intelligent localization and quantitative evaluation of anterior talofibular ligament injury using magnetic resonance imaging of ankle

期刊: BMC MEDICAL IMAGING, 2021; 21 (1)

Background There is a high incidence of injury to the lateral ligament of the ankle in daily living and sports activities. The anterior talofibular li......

Image and clinical analysis of common carotid web: a case report

期刊: BMC MEDICAL IMAGING, 2021; 21 (1)

Background A carotid web is a very rare vascular disease of the carotid artery, leading to thrombosis and ischemic stroke. Case presentation A 65-year......

Radiomics based on multiparametric MRI for extrathyroidal extension feature prediction in papillary thyroid cancer

期刊: BMC MEDICAL IMAGING, 2021; 21 (1)

Background To determine the predictive capability of MRI-based radiomics for extrathyroidal extension detection in papillary thyroid cancer (PTC) pre-......

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