Brain is an amazing organ that controls all activities of a human. Any abnormality in the
shape of anatomical regions of the brain needs to be detected as early as possible to reduce …

Cancer is a condition in which abnormal cells uncontrollably split and damage the body
tissues. Hence, detecting cancer at an early stage is highly essential. Currently, medical …

Breast cancer detection using mammogram images at an early stage is an important step in
disease diagnostics. We propose a new method for the classification of benign or malignant …

Aims A large number of clinical trials have proved that if breast cancer is diagnosed at an
early stage, it could give patients more treatment options and improve the treatment effect …

Convolutional neural networks (CNNs) show excellent performance in accurate medical
image segmentation. However, the characteristics of sample with small size and insufficient …

Oral cancer is a prevalent malignancy that affects the oral cavity in the region of head and
neck. The study of oral malignant lesions is an essential step for the clinicians to provide a …

The identification of medical images is an essential task in computer-aided diagnosis,
medical image retrieval and mining. Medical image data mainly include electronic health …

Breast cancer is predominantly seen in women and is the leading cause of death in females
worldwide. Diagnosis of breast cancer using biopsy tissue images is expensive, time …

Tire defects are crucial for safe driving. Specialized experts or expensive tools such as
stereo depth cameras and depth gages are usually used to investigate these defects. In …

Skin cancer is among the most common cancer types worldwide. Automatic identification of
skin cancer is complicated because of the poor contrast and apparent resemblance between …