Poultry fecal imagery dataset for health status prediction: A case of South-West Nigeria.

Feces is one quick way to determine the health status of the birds and farmers rely on years of experience as well as professionals to identify and diagnose poultry diseases. Most often, farmers lose their flocks as a result of delayed diagnosis or a lack of trustworthy experts. Prevalent diseases affecting poultry birds may be quickly noticed from image of poultry bird's droppings using artificial intelligence based on computer vision and image analysis. This paper provides description of a dataset of both healthy and unhealthy poultry fecal imagery captured from selected poultry farms in south-west of Nigeria using smartphone camera. The dataset was collected at different times of the day to account for variability in light intensity and can be applied in machine learning models development for abnormality detection in poultry farms. The dataset collected is 19,155 images; however, after preprocessing which encompasses cleaning, segmentation and removal of duplicates, the data strength is 14,618 labeled images. Each image is 100 by 100 pixels size in jpeg format. Additionally, computer vision applications like picture segmentation, object detection, and classification can be supported by the dataset. This dataset's creation is intended to aid in the creation of comprehensive tools that will aid farmers and agricultural extension agents in managing poultry farms in an effort to minimize loss and, as a result, optimize profit as well as the sustainability of protein sources.

Acceptability of mentor mother peer support for women living with HIV in North-Central Nigeria: a qualitative study.

BACKGROUND: Mentor mothers provide psychosocial and other support to pregnant and post-partum women living with HIV (WLHIV), which has been shown to enhance maternal-infant outcomes in the prevention of mother-to-child transmission of HIV (PMTCT). Our objective was to assess the acceptability of mentor mothers as a PMTCT intervention, and to explore opinions on mentor mother program composition and delivery among stakeholders in North-Central Nigeria. METHODS: We conducted nine focus group discussions and 31 in-depth interviews with 118 participants, including WLHIV, pregnant women, male partners, health workers, traditional birth attendants, community leaders, PMTCT program implementers, and policymakers. Participants were purposively recruited from health facilities and surrounding communities in the Federal Capital Territory and Nasarawa State. Transcripts were manually analysed using a Grounded Theory approach, where theory was derived from the data collected. RESULTS: Most participants were female (n = 78, 67%), and married (n = 110, 94%). All participant groups found  mentor mothers acceptable as women providing care to pregnant and postpartum women, and as WLHIV supporting other WLHIV. Mentor mothers were uniquely relatable as role models for WLHIV because they were women, living with HIV, and had achieved an HIV-negative status for their HIV-exposed infants. Mentor mothers were recognized as playing major roles in maternal health education, HIV treatment initiation, adherence, and retention, HIV prevention for male partners and infants, and couple HIV disclosure. Most WLHIV preferred to receive mentor mothers' services at health facilities rather than at home, due to concerns about HIV-related stigma and discrimination through association with mentor mothers. Key mentor mother needs were identified as training, remuneration, and validation as lay health workers. CONCLUSIONS: Mentor mothers are an acceptable PMTCT intervention among stakeholders in North-Central Nigeria. However, stigma and discrimination for both mentor mothers and their clients remain a critical challenge, and mentor mother needs such as training, pay, and a sustainably supported niche in health systems require focused attention. TRIAL REGISTRATION: Clinicaltrials.gov registration number ( NCT01936753 ), registered on September 3, 2013 (retrospectively registered).

A patient and public involvement investigation into healthy eating and weight management advice during pregnancy.

OBJECTIVE: To conduct patient and public involvement (PPI) to gain insight into the experience of healthy eating and weight management advice during pregnancy. DESIGN: PPI in the planning and development of health interventions, aiming to ensure patient-centred care. Optimum nutrition and weight management are vital for successful pregnancy outcomes, yet many services report poor attendance and engagement. SETTING: Community venues in Liverpool and Ulster (UK). PARTICIPANTS: Two PPI representatives were involved in all aspects of the study: design, interview questions, recruitment and collection/analysis of feedback. INTERVENTION: Feedback was collected via note taking during group discussions, two in Liverpool (n = 10 & 5); two in Ulster (n = 7 & 9) and an interview (n = 1, in Ulster). MAIN OUTCOME MEASURES: Transcript data were collated and thematic analysis was applied in analysis. RESULTS: Thematic analysis identified three themes: (i) weight gain is inevitable in pregnancy; (ii) healthy eating advice is important but currently lacks consistency and depth and (iii) expectations regarding the type of knowledge/support. CONCLUSIONS: PPI provides opportunity to enhance research design and offers valuable insight towards the needs of healthcare users. Pregnant women want positive health messages, with a focus on what they can/should do, rather than what they should not do. Midwives need to consider their communication with pregnant women, to ensure that their unique relationship is maintained, especially when the topics of diet and weight management are addressed. A well-designed digital intervention could improve access to pregnancy-specific nutrition information; empowering midwives to communicate patient-centred, healthy eating messages with confidence. This has the potential to change dietary and weight management behaviour in pregnant women.

Assessment of PMTCT Success Rates Based on Antiretroviral Interventions and Feeding Options: A Prospective Cohort Study.

BACKGROUND: The success of any prevention of mother-to-child transmission (PMTCT) program is assessed by the proportion of HIV-exposed infants that sero-convert at the end of all risk exposures. Although adopting the best feeding option for HIV-exposed infants is one of the factors that impact PMTCT outcomes, there is limited data on the assessment of PMTCT success rates based on antiretroviral interventions and feeding options. This study assesses the success rate of PMTCT service based on antiretroviral interventions and feeding options. METHODS: Eighty-five HIV-infected mothers previously in care were enrolled in a prospective cohort study. Folders and structured questionnaires were used to extract data on mother-infant pair and the first CD4, count of infected mothers on enrolment at PMTCT clinic. Dry blood spot samples were obtained from exposed infants for early infant diagnosis. Results were analyzed using the SPSS software. RESULTS: The mean age of enrolled mothers was 31.3 ± 4.4 years, and an average CD4+ T-lymphocyte count of 368.6 ± 216.2 cells/µl. Seven (8.2%) of the HIV-exposed infants were positive for HIV-1 based on early infant diagnosis results. Overall PMTCT success rate (PMTCTSR) was 91.8%. HIV-1 prevalence of 5.0%, 0% and 21.1% was found among infants of patients who opted for breastfeeding, replacement feeding, and mixed feeding respectively thus yielding PMTCT success rates of 95%, 100% and 78.9%. Pediatric antiretroviral interventions success rates in HIV-exposed infants was 95.8%, 80.0% and 66.7% based on age groups ≤ 6 months, > 6 ≤ 12 months, and > 12 ≤ 18 months respectively. CONCLUSION AND GLOBAL HEALTH IMPLICATIONS: Quality PMTCT service is vital for successful prevention of mother-to-child transmission of HIV. Implementation of more dynamic approaches such as adherence to option B+ guidelines in PMTCT service in our settings can further reduce mother-to-child transmission of HIV and improve outcomes.

Screening methods for obstructive sleep apnoea in severely obese pregnant women.

Obstructive sleep apnoea (OSA) is an often-overlooked diagnosis, more prevalent in the obese population. Screening method accuracy, uptake and hence diagnosis is variable. There is limited data available regarding the obese pregnant population; however, many studies highlight potential risks of apnoeic episodes to mother and foetus, including hypertension, diabetes and preeclampsia. A total of 162 women with a body mass index (BMI) ≥ 35 were recruited from a tertiary referral hospital in the northwest of England. They were invited to attend three research antenatal clinics, completing an Epworth Sleepiness Scale (ESS) questionnaire at each visit. A monitor measuring the apnoea hypopnoea index (AHI) was offered at the second visit. Data taken from consent forms, hospital notes and hospital computer records were collated and anonymized prior to statistical analysis. A total of 12.1% of women had an ESS score of >10, suggesting possible OSA. Rates increased throughout pregnancy, although unfortunately, the attrition rate was high; 29.0% of women used the RUSleeping (RUS) meter, and only one (2.1%) met pre-specified criteria for OSA (AHI ≥ 15). This individual had OSA categorized as severe and underwent investigations for preeclampsia, eventually delivering by emergency caesarean section due to foetal distress. The accuracy of the ESS questionnaire, particularly the RUS monitor, to screen for OSA in the pregnant population remains unclear. Further research on a larger sample size using more user-friendly technology to confidently measure AHI would be beneficial. There are currently no guidelines regarding screening for OSA in the obese pregnant population, yet risks to both mother and foetus are well researched.

Fit for Birth - the effect of weight changes in obese pregnant women on maternal and neonatal outcomes: a pilot prospective cohort study.

UNLABELLED: The 'Fit for Birth' study aimed to explore patterns of gestational weight gain and their relationship with pregnancy outcomes. The study had three aims: 1. To explore the feasibility of conducting a large cohort study in this setting. 2. To describe patterns of weight gain through pregnancy in obese women. 3. To explore associations of weight change during pregnancy with outcomes. STUDY POPULATION: Pregnant women with a BMI ≥ 30 kg m(-2) at first antenatal clinic visit. METHODS: This was a single centre pilot observational study based at the Liverpool Women's Hospital, a large UK maternity hospital.Women were recruited into the study at their antenatal booking visit and had weights measured throughout pregnancy. Patterns of weight gain were described and related to maternal and neonatal outcomes. MAIN OUTCOME MEASURE: The primary outcome was a composite measure consisting of any of 12 adverse maternal and foetal outcomes. This was compared by categorized pregnancy weight gain (<0 kg, 0-5 kg, 5.1-9 kg and >9 kg). RESULTS: Eight hundred and twenty four women consented to participation between June 2009 and June 2010. Weight data were collected on 756 women. Only 385 women had weights measured in all three study assessment periods (6-20 weeks, 20 + 1 to 32 weeks and >32 weeks gestation) while 427 women had weights measured in period 3. Individual patterns of weight gain varied widely and missing data were common and non-random. There was a significant association between increased weight gain during pregnancy and poor maternal and foetal outcome. CONCLUSIONS: Weight gain in obese women during pregnancy can be highly variable. Our study supports an association between increased weight gain in pregnancy and adverse perinatal outcomes.

The impact of mentor mother programs on PMTCT service uptake and retention-in-care at primary health care facilities in Nigeria: a prospective cohort study (MoMent Nigeria).

BACKGROUND: Nigeria is a key target country in the global effort toward elimination of mother-to-child transmission of HIV. Low coverage of prevention of mother-to-child transmission (PMTCT) interventions, adherence, and retention-in-care rates in HIV-positive pregnant women are contributing factors to high mother-to-child transmission of HIV (MTCT) rates. In Nigeria, rural areas, served largely by primary health care facilities, have particularly poor indicators of PMTCT coverage. Mentor Mothers are HIV-positive women who serve as peer counselors for PMTCT clients, provide guidance, and support in keeping appointments and promoting antiretroviral adherence and retention-in-care. The Mother Mentor (MoMent) study aims to investigate the impact of structured Mentor Mother programs on PMTCT outcomes in rural Nigeria. DESIGN AND METHODS: A prospective cohort study will compare rates of retention-in-care among PMTCT clients who are supported by formally-trained supervised Mentor Mothers versus clients who receive standard-of-care, informal peer support. Study sites are 20 primary health care centers (10 intervention, 10 control) in rural North-Central Nigeria. The study population is HIV-positive mothers and exposed infant pairs (MIPs) (N = 480; 240 MIPs per study arm). Primary outcome measures are the proportion of exposed infants receiving early HIV testing by age 2 months, and the proportion of MIPs retained in care at 6 months postpartum. Secondary outcome measures examine antiretroviral adherence, 12-month postpartum MIP retention, and MTCT rates. This article presents details of the study design, the structured Mentor Mother programs, and how their impact on PMTCT outcomes will be assessed.

Ten-year changes in positive and negative marker food, fruit, vegetables, and salad intake in 9-10 year olds: SportsLinx 2000-2001 to 2010-2011.

BACKGROUND: To investigate changes in intakes of 'negative' and 'positive' foods, fruit, vegetables, and salad in serial cohorts of 9-10-year-old children from 2000-2001 to 2010-2011. METHODS: For this serial, cross-sectional study, children in school year 5 (9-10 years of age) completed the SportsLinx Lifestyles Survey [n = 30,239 (15,336 boys and 14,903 girls)]. Changes in positive and negative food scores, and the proportion of boys and girls reportedly consuming fruit, vegetables and salad on the previous day to surveying, were investigated annually from 2000 to 2011. RESULTS: The consumption of negative foods declined and positive foods increased significantly compared to baseline. Positive changes in fruit, vegetables and salad consumption were observed over time, with the most recent cohort more likely to consume fruit, vegetables and salad compared to the 2000-2001 baseline. Girls displayed more favourable positive and negative food scores and were more likely to consume fruit, salad and vegetables across several study years compared to boys. CONCLUSIONS: The consumption of negative and positive foods, fruit, vegetables, and salad has improved over the last 10 years. In addition, girls appear to have better positive and negative food scores, and were more likely to consume fruit, vegetables and salad, across a number of study years or cohorts compared to boys. These encouraging findings suggest that children's food intake has improved since 2000. Furthermore, the data indicate that boys and girls may require separate or different healthy eating messages to further improve food intake.

The prevalence of chronic radiation enteritis following radiotherapy for cervical or endometrial cancer and its impact on quality of life.

BACKGROUND: Studies suggest that 50% of people may suffer from chronic radiation enteritis (CRE) (Andreyev, J., 2005. Gastrointestinal complications of pelvic radiotherapy: are they of any importance? Gut 54, 1051-1054). Gami et al. (Gami, B., Harrington, K., Blake, P., Dearnaley, D., Andreyev, H.J.N., 2003. How patients manage gastrointestinal symptoms after pelvic radiotherapy. Alimentary Pharmacology and Therapeutics 18, 987-994) argue that this is unimportant if quality of life is unaffected. The aim of this study was to identify how many women experience CRE following radiotherapy and to investigate whether women who have higher doses of radiotherapy or more advanced stage of cancer are more at risk. METHODS: Women (=117) who had completed radiotherapy for cervical or endometrial cancer were asked to complete a validated questionnaire exploring bowel problems and quality of life. Responses were scored and compared to scores for women with known faecal incontinence (Bugg, G.J., Kiff, E.S., Hosker, G., 2001. A new condition-specific health-related quality of life questionnaire for the assessment of women with anal incontinence. British Journal of Obstetrics and Gynaecology 108 (10), 1057-1067). RESULTS: Using a score of '0' to indicate no symptoms, 47% of women gained scores indicative of CRE (>0), range 20-85 (mean 34, SD 14.4). Younger women (p<0.001) and women with cervical cancer (p<0.05) were more likely to score for CRE. No significant relationship was observed between score and either radiotherapy dose or stage of cancer. CONCLUSIONS: Scoring suggests that about half of woman treated with radiotherapy develop CRE. Quality of life is affected, particularly regarding tiredness and coping behaviours due to lack of warning signs for CRE.

Identification of 'hot spots' of obesity and being underweight in early pregnancy in Liverpool.

BACKGROUND: Obesity and being underweight in pregnancy are related to an increased risk of maternal and foetal morbidity, yet their prevalence is often unknown. The present study aimed to identify neighbourhoods with a higher than average prevalence or 'hot spots' of obesity and/or being underweight among first trimester pregnant women. METHODS: A database was compiled consisting of postcode, height and weight for 7981 women who had booked-in for antenatal care between July 2004 and June 2005 at Liverpool Women's Hospital. Body mass index (BMI) was calculated and women were categorised accordingly. Postcodes for 6865 cases across Merseyside were converted to geolocations (pin-points on a map) using conversion software (http://www.census.ac.uk/cdu/). RESULTS: There was a very high prevalence of being overweight (27%) and obesity (17%); 3.8% of women were underweight and probably malnourished (BMI < 18.5 kg m(-2)); and a further 10.7% of women were possibly malnourished (BMI < 20.0 kg m(-2). Deriving case density from the geolocations allowed visualisation and identification of six neighbourhoods with above average levels of obesity and three neighbourhoods had marked concentrations of both being underweight and obesity. CONCLUSIONS: These neighbourhoods, particularly those identified as 'hot spots' for both being underweight and obesity, include some of the most deprived wards in the UK. As dietetic intervention may help to promote optimal weight gain during pregnancy and improve dietary intake for pregnant women and their families, primary health care providers should target these localities with a high prevalence of low and high BMI as a priority.

Coping mechanisms used by women in an attempt to avoid symptoms of chronic radiation enteritis.

BACKGROUND: Approximately 12,000 individuals undergo pelvic radiotherapy in the UK every year and up to 50% may develop symptoms of chronic radiation enteritis (CRE). Health professionals often give inappropriate dietary advice to patients in an attempt to avoid CRE symptoms, such as avoiding fibre, despite a lack of evidence to support this. METHODS: The present study aimed to explore dietary advice and changes made to the diet by women treated with pelvic radiotherapy. A questionnaire was distributed to 117 women attending Liverpool Women's Hospital, exploring symptoms of CRE and asking questions about diet and medication advice received, as well as changes made to the diet. RESULTS: Ninety-five (87.2%) women completed the questionnaire and 47% had changed their diet. No significant relationship was observed between receiving dietary advice and making changes to the diet (P > 0.05), although those advised by a dietitian were more likely to be taking regular anti-diarrhoeal medication (P < 0.05) and those taking regular medication found that it helped most/all of the time (P < 0.001). CONCLUSIONS: CRE sufferers should be dissuaded from unnecessarily restricting their diet, which may result in malnutrition. Regular follow-up screening should lead to the identification of sufferers and the offer of individual advice if necessary.

Infants with HIV-infected mothers in a universal newborn hearing screening programme in Lagos, Nigeria.

AIM: To establish the characteristics of infants with human immunodeficiency virus (HIV)-infected mothers enrolled under a two-stage universal newborn hearing screening programme in Lagos, Nigeria. METHODS: A matched case-control study from May 2005 to December 2007 in which factors associated with maternal HIV status were determined by conditional multivariable logistic regression analysis. RESULTS: Some 266 newborns had HIV-infected mothers and were matched with 1330 controls by age and sex. Factors independently associated with increased risk of maternal HIV status were ethnicity, religion, housing sanitation facilities and prematurity while prior or current caesarean section, admission into special care unit and hyperbilirubinaemia were associated with lower risk of maternal HIV. Maternal HIV status was not significantly associated (p = 0.082) with the risk of sensorineural hearing loss although newborns with HIV-infected mothers had more than two-fold risk (p = 0.030) of not completing the hearing tests compared with controls. CONCLUSION: HIV-infected mothers are likely to live in poor housing conditions but their newborns are not at an increased risk of sensorineural hearing loss in this setting barring the potential effect of significantly increased drop-out rate in this group.

Are risk factors for stillbirths in low-income countries associated with sensorineural hearing loss in survivors?

OBJECTIVES: To determine associated risk factors for stillbirths in Lagos, Nigeria and to examine possible relationships between these factors and the risk of sensorineural hearing loss (SNHL). METHODS: Stillbirths in an inner-city maternity hospital from June 2005 to May 2007 were matched with live-birth controls at ratio 1:2. Risk factors and their associated adjusted odds ratio (OR) at 95% confidence interval (CI) were first determined by multiple logistic regression and then correlated with hearing screening failure among survivors who received a two-stage hearing screening with automated otoacoustic emissions and auditory brainstem response. RESULTS: Of 201 cases examined and matched with 402 live births, 101 (50.2%) were fresh stillbirths and 100 (49.8%) macerated. Multiparity (OR: 1.92; CI: 1.16-3.20), lack of antenatal care (OR: 7.23; CI: 3.94-13.26), hypertensive conditions (OR: 6.48; CI: 2.94-14.29), antepartum haemorrhage (OR:18.84; CI: 6.96-51.00), premature rupture of membrane (OR:3.36; CI: 1.40-8.05), prolonged obstructed labour (OR: 22.25; CI: 10.07-49.16) and prematurity (OR: 2.30; CI: 1.2-4.01) were associated with increased risk of stillbirths whereas caesarean section (OR: 0.24; CI: 0.12-0.48) was associated with lower risk of stillbirths. Infants delivered by mothers with hypertensive conditions during pregnancy were at risk of SNHL (OR: 2.97; CI: 1.15-7.64). CONCLUSION: Hypertensive conditions during pregnancy increase the risk of stillbirths and place survivors at greater risk of SNHL.

A study to investigate women's experiences of radiation enteritis following radiotherapy for cervical cancer.

BACKGROUND: Radiotherapy remains the standard treatment for cervical cancer, especially for more advanced disease. It is estimated that the prevalence of chronic radiation enteritis (CRE) post-radiotherapy is in the region of 5-15%. However, preliminary studies at the study hospital suggest the problem to be more widespread (C. Israel, unpublished data). AIM: This qualitative study of 10 cervical cancer patients investigates experiences of CRE and its impact on quality of life. METHODS: Informed volunteers participated in one-to-one tape-recorded in-depth interviews exploring experiences following treatment. These interviews were transcribed verbatim and analysed using NUD*IST Nvivo. RESULTS: The majority of women reported side-effects from radiotherapy, predominantly diarrhoea. CRE had a significant impact upon the physical, psychological and social aspects of life of sufferers, enforcing some to be virtually housebound. Other sufferers were managing their symptoms with regular medication and/or self-imposed restricted diets. Few of these women had ever sought professional help in dealing with their problems because of embarrassment or reluctance to complain. CONCLUSIONS: If untreated the side-effects of CRE have a disabling affect on sufferers, who may be reluctant to seek help about their symptoms. Health professionals need to be more pro-active in identifying and caring for sufferers of CRE.

Views of breastfeeding difficulties among drop-in-clinic attendees.

Breast-milk is the optimum form of nutrition for the first 6 months of life. However, breastfeeding rates in the UK are low and static compared to other European countries and those in the North-west of England in the UK are even lower. Of the women who initiate breastfeeding, many cease in the first month following the birth for reasons that might be avoided. To try and prevent this, UNICEF Baby Friendly Hospital Initiative (BFHI) 'Ten Steps to Successful Breastfeeding' state that maternity facilities should foster the development of support groups for breastfeeding women. The aim of the present study was to describe breastfeeding difficulties reported by women who attended the infant feeding clinic at a Women's Hospital in the North-west of England. During the study period, the clinic was attended mainly by primiparous mothers who were educated beyond 18 years of age and of higher socio-economic status. They presented with a variety of problems including baby not latching on, concerns about baby's weight gain/loss, sore nipples and advice about expressing milk in preparation for return to work. The women highlighted the importance of meeting other mothers and having someone to talk to who understood what they were going through. Inconsistent information/lack of detailed knowledge from health professionals was cited as contributing to breastfeeding difficulties. A number of women reported that expert hands-on, one-to-one support, was invaluable and many felt they were able to continue breastfeeding but without the support, they may have given up.

The cost of infant feeding in Liverpool, England.

OBJECTIVE: To investigate feeding practices in infants under the age of 4 months in Liverpool, England with particular reference to the cost of infant feeding. DESIGN: A cross-sectional survey consisting of self-completion questionnaires and interviews. SETTING: Subjects' homes within Central and South Liverpool Primary Care Trust areas. SUBJECTS: One hundred and forty-nine women (aged 18 to 43 years) and their infants (mean age 13 weeks). RESULTS: The average weekly cost of breast-feeding was 11.58 pounds sterling compared with 9.60 pounds sterling for formula-feeding. Many breast- and formula-feeding women spent money however on items that were not needed or used only once or twice. This was especially true of first-time mothers. Characteristics significantly associated with higher spending were: feeding method - mothers that had or were partially breast-feeding (P=0.001), education - those educated to degree level (P=0.028), socio-economic status - those in social classes I and II (P=0.002) and age - those aged 30 years and over (P=0.003). CONCLUSIONS: This study demonstrates that while breast-feeding is often promoted as being free, this is not the case. Better information needs to be given to parents to avoid wasting money on items that are unnecessary, or where cheaper alternatives are available.