CP-Net: Instance-aware part segmentation network for biological cell parsing.

Instance segmentation of biological cells is important in medical image analysis for identifying and segmenting individual cells, and quantitative measurement of subcellular structures requires further cell-level subcellular part segmentation. Subcellular structure measurements are critical for cell phenotyping and quality analysis. For these purposes, instance-aware part segmentation network is first introduced to distinguish individual cells and segment subcellular structures for each detected cell. This approach is demonstrated on human sperm cells since the World Health Organization has established quantitative standards for sperm quality assessment. Specifically, a novel Cell Parsing Net (CP-Net) is proposed for accurate instance-level cell parsing. An attention-based feature fusion module is designed to alleviate contour misalignments for cells with an irregular shape by using instance masks as spatial cues instead of as strict constraints to differentiate various instances. A coarse-to-fine segmentation module is developed to effectively segment tiny subcellular structures within a cell through hierarchical segmentation from whole to part instead of directly segmenting each cell part. Moreover, a sperm parsing dataset is built including 320 annotated sperm images with five semantic subcellular part labels. Extensive experiments on the collected dataset demonstrate that the proposed CP-Net outperforms state-of-the-art instance-aware part segmentation networks.

Quantitative selection of single human sperm with high DNA integrity for intracytoplasmic sperm injection.

OBJECTIVE: To study at the single-cell level whether a sperm's motility and morphology parameters reflect its DNA integrity, and to establish a set of quantitative criteria for selecting single sperm with high DNA integrity. DESIGN: Prospective study. SETTING: In vitro fertilization center and university laboratories. PATIENT(S): Male patients undergoing infertility treatments. INTERVENTION(S): None. MAIN OUTCOME MEASURE(S): The motility and morphology parameters of each sperm were measured with the use of computer vision algorithms. The sperm was then aspirated and transferred for DNA fragmentation measurement by single-cell gel electrophoresis (comet assay). RESULT(S): We adapted the World Health Organization criteria, which were originally defined for semen analysis, and established a set of quantitative criteria for single-sperm selection in intracytoplasmic sperm injection. Sperm satisfying the criteria had significantly lower DNA fragmentation levels than the sample population. Both normal motility and normal morphology were required for a sperm to have low DNA fragmentation. The quantitative criteria were integrated into a software program for sperm selection. In blind tests in which our software and three embryologists selected sperm from the same patient samples, our software outperformed the embryologists and selected sperm with the highest DNA integrity. CONCLUSION(S): At the single-cell level, a sperm's motility and morphology parameters reflect its DNA integrity. The developed technique and criteria hold the potential to mitigate the risk factor of sperm DNA fragmentation in intracytoplasmic sperm injection.

A study of lip print patterns among adults of Sebha city, Libya.

INTRODUCTION: Lip print patterns are individualistic and unique and can be used for identification of individuals. OBJECTIVES: The objective of this study was to find out the different types of lip patterns, know the most common one and to know whether it has any gender predilection among adults of Sebha city. MATERIALS AND METHODS: A total of 104 adults aged 18-35 years participated in this study. Lip prints were recorded and analyzed for lip print patterns. Statistical analysis was carried out using the computer software Statistical Program for Social Sciences (SPSS) 17.0 (Chicago, Illinos, USA). RESULTS: Type I lip print pattern was seen in 53.37% and 60.07% of lip quadrants in males and females, respectively. 27 (25.96%) subjects had same lip print pattern in all the four quadrants. CONCLUSION: Suzuki and Tsuchihashi's Type I lip print pattern was most common type of lip print pattern in the studied population, whereas Type I' was found to be the least common.

Association between mental well-being, depression, and periodontal attachment level among young adults of the postwar Sebha city, Libya: A pilot study.

OBJECTIVES: The present study was aimed to investigate the association of mental well-being and depression with periodontal clinical attachment loss among young adults in postwar urban population of Sebha city, Libya. MATERIALS AND METHODS: Mental well-being and depression were assessed using Arabic versions of World Health Organization (WHO) five well-being index and major depression inventory (ICD-10), respectively. Random sample of 149 subjects were studied. Degree of periodontal attachment was measured at six sites per tooth using a rigid manual periodontal probe. RESULT AND CONCLUSION: A total of 59.11% of the studied samples had healthy mental well-being state, whereas 40.81% had poor mental well-being. The severity of depression was stronger in males than in females. In the present study mental well-being, depression, and all its categories did not have any significant effect on periodontal attachment loss. Further studies and health interventions can be planned based on this data.

Descriptive analysis of toothbrushing used as an aid for primary prevention: a population-based study in Sebha, Libya.

This study aimed to assess toothbrushing behavior and descriptively analyze the effect of age and gender. Two thousand and six people from the city of Sebha, Libya, aged 1 to 64 years (mean age 26.9 ± 11.6 years, 1,463 females and 543 males) constituted the study sample. Data was collected using a self-administered questionnaire. Overall, 85.3% were using a toothbrush and toothpaste as a cleaning aid, whereas 6.3% never brushed their teeth. Only 36.1% brushed twice daily. Age and gender were significantly associated with use of a toothbrush and frequency of toothbrushing. This data serves as a baseline to implement a "preventive self-care instruction program."

The dentate nucleus in children: normal development and patterns of disease.

The dentate nuclei lie deep within the cerebellum and play a vital role in the pathways involved in fine motor control and coordination. They are susceptible to a variety of diseases. Some pathological processes preferentially affect the dentate nuclei, while concomitant basal ganglia or white matter involvement can be a striking finding in others. A familiarity with the normal appearance of the dentate nuclei at different ages in combination with the radiological distribution of pathology in the brain allows the paediatric radiologist to develop a logical approach to the interpretation of MR imaging of these deep cerebellar nuclei. In this article we review the normal appearance and MR features of the dentate nuclei, including changes that are seen with myelination. We describe the specific imaging characteristics of childhood diseases that involve the dentate nuclei, and develop a systematic approach to the differential diagnosis of dentate nucleus abnormalities on MR imaging.