Introduction: Medical imaging-based triage is critical for ensuring medical treatment is timely
and prioritized. However, without proper image collection and interpretation, triage decisions …

Ultrasound imaging is a critical tool for triaging and diagnosing subjects but only if images
can be properly interpreted. Unfortunately, in remote or military medicine situations, the …

Data augmentation has emerged as a widely adopted technique for improving the
generalization capabilities of deep neural networks. However, evaluating the effectiveness …

Currently, bone age is assessed by X-rays. It enables the evaluation of the child's
development and is an important diagnostic factor. However, it is not sufficient to diagnose a …

Deep learning systems for medical image analysis have shown remarkable performance.
However performance is heavily dependent on the size and diversity of the training data as …

Context Thyrotoxicosis requires accurate and expeditious differentiation between Graves'
disease (GD) and thyroiditis to ensure effective treatment decisions. Objective This study …

Pheochromocytoma is a rare urological disease. Accurate segmentation of
pheochromocytoma and its surrounding abdominal organs is crucial for surgical planning …

Rice (Oryza sativa L.) is one type of cultivated plant that has the ability to adapt to various
conditions and is a main ingredient of food in many countries, especially in Asia, including …

Optical Coherence Tomography (OCT) is a light-based imaging modality that is used widely
in the diagnosis and management of eye disease, and it is starting to become used to …

Breast cancer is a major worldwide health concern, which emphasizes the necessity for
accurate and effective diagnostic instruments. Using deep learning techniques, this study …