Diabetic Retinopathy (DR) is a major cause of blindness in Diabetic patients, and its early
detection benefits diagnosis and subsequent treatment methods. In this work, a …

Water quality has a direct impact on industry, agriculture, and public health. Algae species
are common indicators of water quality. It is because algal communities are sensitive to …

Diabetes is one of the most common disease in individuals. Diabetic retinopathy (DR) is a
complication of diabetes, which could lead to blindness. Automatic DR grading based on …

Diabetic retinopathy (DR) is a common fundus disease that leads to irreversible blindness,
which plagues the working-age population. Automatic medical imaging diagnosis provides a …

Assessing the degree of disease severity in biomedical images is a task similar to standard
classification but constrained by an underlying structure in the label space. Such a structure …

The measurement of cavum septum pellucidum is an important step in prenatal testing.
However, this process is usually done manually, which is such a difficult and time …

Deep learning (DL), especially Convolutional neural networks (CNN), has gained wide
popularity in various image processing tasks. With the significant achievements obtained in …

Hepatocellular carcinoma (HCC) is the most common type of primary liver cancer and the
fourth most common cause of cancer-related death worldwide. Understanding the …

Gene mutation prediction in hepatocellular carcinoma (HCC) is of great diagnostic and
prognostic value for personalized treatments and precision medicine. In this paper, we …

Segmentation is a prerequisite yet challenging task for medical image analysis. In this
paper, we introduce a novel deeply supervised active learning approach for finger bones …