Accurate brain tissue extraction on magnetic resonance imaging (MRI) data is crucial for
analyzing brain structure and function. While several conventional tools have been …

Hip fractures exceed 250,000 cases annually in the United States, with the worldwide
incidence projected to increase by 240–310% by 2050. Hip fractures are predominantly …

The development of automated grading equipment requires achieving high throughput and
precise detection of disease spots on jujubes. However, the current algorithms are …

In many clinical contexts, detecting all lesions is imperative for evaluating disease activity.
Standard approaches pose lesion detection as a segmentation problem despite the time …

Lesion counts are important indicators of disease severity, patient prognosis, and treatment
efficacy, yet counting as a task in medical imaging is often overlooked in favor of …

Osteoporosis is the most common chronic metabolic bone disease worldwide. Vertebral
compression fracture (VCF) is the most common type of osteoporotic fracture. Approximately …

Medical image segmentation is a highly developed field of study with many applications.
However, in cases where obtaining a detailed border is secondary, such as detecting or …

In many clinical contexts, detecting all lesions is imperative for evaluating disease activity.
Standard approaches pose lesion detection as a segmentation problem despite the time …