We present novel models for domain adaptation based on the neural network joint model (NNJM). Our models maximize the cross entropy by regularizing the loss function with respect to in-domain model. Domain adaptation is carried out by assigning higher weight to out-domain sequences that are similar to the in-domain data. In our alternative model we take a more restrictive approach by additional...

Objective: We sought to determine if women who had an atrial switch procedure for d-transposition of the great arteries (d-TGA) are being counseled regarding pregnancy, and if the counseling is modified based on baseline cardiac function in accordance with American Heart Association/American College of Cardiology guidelines. Methods: Medical records of reproductive age women with an atrial swit...

OBJECTIVE To compare pregnancy intention and domestic violence among women with induced and spontaneous abortion. METHOD Case-control study in Mulago Hospital, Uganda, from September 2003 to June 2004 of 942 women seeking post-abortion care. Direct inquiry, records review and clinical examination identified 333 with induced abortion (cases) and 609 with spontaneous abortion (controls), who we...

BACKGROUND A woman's health seeking behaviour during pregnancy has been found to have significant repercussions on her wellbeing and that of her unborn child. For example, the risk of poor pregnancy outcomes and maternal death is higher among women who do not receive antenatal care. METHODS The study described the characteristics of women who reported wanted, unwanted and mistimed pregnancies...

Internet become more popular in the day to day activity’s of user’s. In recent years online social networks (OSN) also increased rapidly. The user’s can communicate and share their views and content through online social networking services (OSN). The sharing between the users should be several types of content like image, audio, video etc. The main draw-back of these Online Social Networking (...

Emergency contraceptives (EC) give woman a second chance to prevent unwanted pregnancy from unprotected intercourse. The importance of EC becomes even more in India with high prevalence of unmet need for family planning. This study was done to assess the knowledge about emergency contraceptives among women. A crosssectional study was done among 300 married women residing in an urban slum of Bij...

Background: Teenage pregnancy is a known risk factor for a negative pregnancy outcome and poses a health risk to teenagers; it is thus considered a public health problem. It is also an indicator of problems with the sexual and reproductive health of a country’s young population. In South Africa, most of the adolescent pregnancies are to be found within the context of unstable relationships with...