
Radiographic erosions of hands and feet are a hallmark of rheumatoid arthritis (RA) and treatment aims to prevent radiographic progression. In the at-risk phase of clinically suspect arthralgia (CSA), erosions on radiographs are rare but can be visible on MRI, which is a more sensitive imaging technique....

Bone lesions suspicious for tumor represent a heterogeneous group of disorders encompassing suspected primary bone tumors and bone metastases [1]. Their entire diagnosis and treatment process relies heavily on accurate pathological diagnosis. Although suspected primary bone tumors account for only 0.2%...

Knee fast spin echo based magnetic resonance imaging (FSE-MRI) is widely used to evaluate the structural injuries in meniscus, ligament and cartilage due to good tissue contrast and high spatial resolution [1, 2]. A routine knee FSE-based imaging protocol takes approximately 7–10 min on 3.0T MR...

Bone tumors are complex histological types with aggressive malignancies and high metastatic rates, making accurate differentiation between benign and malignant lesions crucial for treatment decisions [1]. The current National Comprehensive Cancer Network (NCCN) guidelines recommend imaging modalities,...

Advancements in deep learning (DL) have revolutionized medical image analysis, particularly in automating and enhancing the precision of diagnostic tasks [1]. Among these, the segmentation of pelvic and hip structures stands out as both critically important and technically challenging [2, 3–4]....