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Brain structural correlates of postoperative axial pain in degenerative cervical myelopathy patients following posterior cervical decompression surgery: a voxel-based morphometry study

期刊: BMC MEDICAL IMAGING, 2023; 23 (1)

ObjectiveTo investigate the brain structural correlates of postoperative axial pain (PAP) in degenerative cervical myelopathy (DCM) following posterio......

Clinical application of a fixed reference line in the ultrasound quantitative diagnosis of female pelvic organ prolapse

期刊: BMC MEDICAL IMAGING, 2023; 23 (1)

ObjectiveThis study explored using an improved ultrasound (US) for quantitative evaluation of the degree of pelvic organ prolapse(POP).DesignA translu......

Prediction of subsolid pulmonary nodule growth rate using radiomics

期刊: BMC MEDICAL IMAGING, 2023; 23 (1)

Background Pulmonary nodule growth rate assessment is critical in the management of subsolid pulmonary nodules (SSNs) during clinical follow-up. The p......

Deep Learning Approaches for Automatic Quality Assurance of Magnetic Resonance Images Using ACR Phantom

期刊: BMC MEDICAL IMAGING, 2023; 23 (1)

BackgroundIn recent years, there has been a growing trend towards utilizing Artificial Intelligence (AI) and machine learning techniques in medical im......

Preoperative assessment of retroperitoneal Liposarcoma using volume-based 18F-FDG PET/CT: implications for surgical strategy and prognosis

期刊: BMC MEDICAL IMAGING, 2023; 23 (1)

Purpose Retroperitoneal liposarcoma (RLPS) poses a challenging scenario for surgeons due to its unpredictable biological behavior. Surgery remains the......

Influence of sex, age and thyroid function indices on dual-energy computed tomography-derived quantitative parameters of thyroid in patients with or without Hashimoto's thyroiditis

期刊: BMC MEDICAL IMAGING, 2023; 23 (1)

PurposeTo study the influence of sex, age and thyroid function indices on dual-energy computed tomography (DECT)-derived quantitative parameters of th......

Comparison of automated segmentation techniques for magnetic resonance images of the prostate

期刊: BMC MEDICAL IMAGING, 2023; 23 (1)

Background Contouring of anatomical regions is a crucial step in the medical workflow and is both time-consuming and prone to intra-and inter-observer......

Hepatic vessel segmentation based on 3D swin-transformer with inductive biased multi-head self-attention

期刊: BMC MEDICAL IMAGING, 2023; 23 (1)

Purpose Segmentation of liver vessels from CT images is indispensable prior to surgical planning and aroused a broad range of interest in the medical ......

The value of a dual-energy CT Iodine map radiomics model for the prediction of collagen fiber content in the ccRCC tumor microenvironment

期刊: BMC MEDICAL IMAGING, 2023; 23 (1)

Background and purpose Renal cell carcinoma (RCC) is a heterogeneous group of cancers. The collagen fiber content in the tumor microenvironment of ren......

A radiomics based approach using adrenal gland and periadrenal fat CT images to allocate COVID-19 health care resources fairly

期刊: BMC MEDICAL IMAGING, 2023; 23 (1)

Background The value of radiomics features from the adrenal gland and periadrenal fat CT images for predicting disease progression in patients with CO......

Comparison of cone beam computed tomography and plane radiographs of radial fractures as a basis for radiographical measurements

期刊: BMC MEDICAL IMAGING, 2023; 23 (1)

BackgroundThe purpose of this study was to determine whether radiological measurements of radial fracture position made in cone beam computed tomograp......

Comparison of six machine learning methods for differentiating benign and malignant thyroid nodules using ultrasonographic characteristics

期刊: BMC MEDICAL IMAGING, 2023; 23 (1)

BackgroundSeveral machine learning (ML) classifiers for thyroid nodule diagnosis have been compared in terms of their accuracy, sensitivity, specifici......

Automated assessment of the smoothness of retinal layers in optical coherence tomography images using a machine learning algorithm

期刊: BMC MEDICAL IMAGING, 2023; 23 (1)

Quantifying the smoothness of different layers of the retina can potentially be an important and practical biomarker in various pathologic conditions ......

Development and evaluation of nomograms for predicting osteoarthritis progression based on MRI cartilage parameters: data from the FNIH OA biomarkers Consortium

期刊: BMC MEDICAL IMAGING, 2023; 23 (1)

BackgroundOsteoarthritis (OA) is a leading cause of disability worldwide. However, the existing methods for evaluating OA patients do not provide enou......

Diagnostic performance of a high-spatial-resolution voxelwise analysis of neuromelanin-sensitive imaging in early-stage idiopathic Parkinson's disease

期刊: BMC MEDICAL IMAGING, 2023; 23 (1)

BackgroundQuantitative assessments of neuromelanin (NM) of the substantia nigra pars compacta (SNpc) in neuromelanin-sensitive MRI (NM-MRI) to determi......

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