CHASING INFERTILITY – THE CHAT BOT-WAY TO INCREASE FERTILITY AWARENESS

2021 ◽  
Vol 116 (3) ◽  
pp. e269-e270
Author(s):  
Michael Schenk Dr ◽  
Nina Reinschissler ◽  
Helene Schenk ◽  
Gregor Weiss Dr
Keyword(s):  
Author(s):  
Radha Guha

Background:: In the era of information overload it is very difficult for a human reader to make sense of the vast information available in the internet quickly. Even for a specific domain like college or university website it may be difficult for a user to browse through all the links to get the relevant answers quickly. Objective:: In this scenario, design of a chat-bot which can answer questions related to college information and compare between colleges will be very useful and novel. Methods:: In this paper a novel conversational interface chat-bot application with information retrieval and text summariza-tion skill is designed and implemented. Firstly this chat-bot has a simple dialog skill when it can understand the user query intent, it responds from the stored collection of answers. Secondly for unknown queries, this chat-bot can search the internet and then perform text summarization using advanced techniques of natural language processing (NLP) and text mining (TM). Results:: The advancement of NLP capability of information retrieval and text summarization using machine learning tech-niques of Latent Semantic Analysis(LSI), Latent Dirichlet Allocation (LDA), Word2Vec, Global Vector (GloVe) and Tex-tRank are reviewed and compared in this paper first before implementing them for the chat-bot design. This chat-bot im-proves user experience tremendously by getting answers to specific queries concisely which takes less time than to read the entire document. Students, parents and faculty can get the answers for variety of information like admission criteria, fees, course offerings, notice board, attendance, grades, placements, faculty profile, research papers and patents etc. more effi-ciently. Conclusion:: The purpose of this paper was to follow the advancement in NLP technologies and implement them in a novel application.


2021 ◽  
Vol 1801 (1) ◽  
pp. 012008
Author(s):  
J V Kulikova ◽  
Yu A Orlova ◽  
V L Rozaliev ◽  
A V Zaboleeva-Zotova ◽  
R L Lelikov
Keyword(s):  

2021 ◽  
Vol 18 (1) ◽  
Author(s):  
Yasaman Zia ◽  
Jennifer Velloza ◽  
Lynda Oluoch ◽  
Richard Momanyi ◽  
Sarah Mbugua ◽  
...  

Abstract Background For couples affected by HIV, and serodifferent couples in particular, pregnancy desire is often juxtaposed against the risk of HIV transmission between the couple and the potential neonate leading to thinking about measures to minimize risk of HIV transmission. We assess the use of fertility awareness methods [FAM] and evaluate the drivers of alignment between indicators of fertility and sexual behavior among HIV-serodifferent couples desiring pregnancy. Methods HIV-serodifferent couples from Thika, Kenya were enrolled into an open-label pilot evaluation of safer conception strategies. Women responded to daily 7-item short message service [SMS] surveys on FAM and sexual activity. Menstrual cycles were categorized as having condomless sex aligned, not aligned, or partially aligned to the predicted peak fertility. We used binomial logit models with generalized estimating equations to assess alignment between condomless sex during peak fertility days and FAM results. We used Cox proportional hazards to compare pregnancy incidence among months with sex and peak fertility aligned and mis-aligned. Results A total of 6929 SMS surveys across 252 menstrual cycles of 65 women were included. Reporting “sticky” cervical mucus (adjusted odds ratio [aOR]: 2.25, 95% confidence interval [95% CI]: 1.30, 3.90) and positive ovulation prediction kit [OPK] result (aOR: 2.07, 95% CI: 1.11, 3.86) were associated with increased likelihood of alignment of condomless sex during peak fertility. Pregnancy incidence was statistically similar among periods with sex aligned and not aligned with peak fertility. Conclusions Among women engaged in a comprehensive safer conception program, a moderate percentage of women aligned condomless sex and predicted peak fertility days at least once. While FAM, particularly cervical mucus and OPK, are an inexpensive option for couples to consider using as a component of their safer conception strategies, antiretroviral-based strategies remain important to minimize risk.


2021 ◽  
Author(s):  
Bola Grace ◽  
Jill Shawe ◽  
Geraldine Barrett ◽  
Nafisat Ohunene Usman ◽  
Judith Stephenson

Abstract Introduction The importance of improving men’s and women’s knowledge of sexual and reproductive health has been emphasised in numerous global health policies. Fertility awareness literature highlights a disproportionately higher number of articles related to pregnancy-prevention compared to pregnancy-planning, which is justifiable in many contexts. However, the recent concerted effort to improve fertility awareness warrants a closer investigation of basic terminologies in the field. For example, although the term family planning encompasses attaining the desired number of children and spacing pregnancies, it is typically attributed to the practice of limiting the number of children.MethodsWe conducted 35 qualitative in-depth interviews on men, women and healthcare professionals who were sampled from a UK cross-sectional survey. We asked participants about terms such as ‘family planning’ and ‘family building’ to elicit views and explored the appropriateness of the term “family building.” Data were transcribed and analysed via Framework analysis. Results When asked what ‘family planning’ meant to them, study participants stated that the term meant the avoidance of pregnancy. They viewed it as an “umbrella term for the use of contraception methods,” that “paradoxically, the term family planning almost has a negative connotation regarding having a family,” but could not state similar terminology for planning a family. Reasons cited for this perspective include the focus of school education and usage in clinical settings. Conclusions In the absence of an explicit definition in literature, we generated a new definition for family building as follows: “Family building refers to the construction or formation of a family, which can include steps or actions taken by an individual towards having children. In contrast to family planning, the intent focuses on pregnancy planning and childbearing rather than pregnancy prevention. However, it can also include actions taken to space the number of children one has.” Some balance in the global public health messages, including bridging the gap in reproductive health literature, may contribute to the effort to improve fertility knowledge. Additionally, this has implications for promotion of preconception and optimising reproductive health in order to enable men and women achieve their desired fertility intentions, whatever they may be.


2018 ◽  
Vol 110 (4) ◽  
pp. e430-e431
Author(s):  
J. Bull ◽  
S. Rowland ◽  
E. McIlwaine ◽  
K. GemzellDanielsson ◽  
J. Trussell ◽  
...  

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