基于双模型融合的大熊猫头部图像分割

在大熊猫(Ailuropoda melanoleuca)的迁地保护和种群饲养管理中,及时、快速地进行个体识别和行为监测,对其健康管理具有至关重要的作用。圈养大熊猫健康状况通常由专门的饲养人员肉眼观测,人力成本高、效率低并且缺乏时效性。基于图像的动物个体识别与行为分析技术效率高、时间成本低,已经成为新的监测发展趋势。已有研究提出,通过大熊猫面部图像的检测和分析,可实现个体识别和行为分类。但该方法依然存在检测精度不足导致识别准确率难以提升的问题。本文提出一种基于YOLOv3和Mask R-CNN的双模型融合方法,实现了大熊猫头部图像分割和精准检测。包含3个部分：YOLOv3完成头部检测,Mask R-CNN完成大熊猫轮廓分割,然后将两个模型的输出进行交并比融合。结果显示,头部检测准确率为82.6%,大熊猫轮廓分割准确率为95.2%,总体头部轮廓分割准确率为87.1%。该方法对大熊猫头部图像的识别率和分割准确率高,为大熊猫的个体识别、性别分类提供了帮助,为行为分析提供了技术参考。     

综合医院住院患者对自身常见心理问题的评价及其影响因素

本研究主要针对综合医院非精神科住院患者对自身常见心理问题的评价及其影响因素进行调查分析。本研究选取1 329名非精神科住院患者作为调查对象,使其在规定指导语下完成患者健康抑郁症状群量表(depression scale of the patient health questionnaire, PHQ-9)、躯体症状群量表(somatic symptom scale of thepatient health questionnaire, PHQ-15)、广泛性焦虑量表(generalized anxiety disorder 7-item scale, GAD-7)、健康焦虑量表(whiteley-7 scale, WI-7)等自评量表,并回答封闭式问题"您认为自己目前存在心理或者情绪问题吗?"。根据上述两种对自身心理问题评价方式的结果是否一致将患者分为心理问题评价一致组和心理问题评价不一致组。调查得到如下结果:心理问题评价一致组人数占研究总人数的48.3%。通过单因素方差分析和二元Logistic回归分析结果得出,该综合医院非精神科男性住院患者及少数民族患者较女性患者及汉族患者更难意识到自身心理问题(B=-0.227, p=0.044; B=0.643, p=0.022)。本研究说明,加强普及大众心理健康教育,尤其是对非精神科住院患者(特别是男性和少数民族患者)的心理健康教育,使之能正确评价自身心理问题并寻求治疗,是非常有必要的。而非精神科医生则需要更多关注到男性患者和少数民族患者,早期识别并正确处理其心理问题,促进疾病恢复,提高患者满意度。     

基于帧间光流特征和改进RNN的草鱼摄食状态分类

针对鱼类连续摄食行为较难识别与量化的问题, 提出一种基于帧间光流特征和改进递归神经网络(Recurrent neural network, RNN)的草鱼摄食状态分类方法。首先利用偏振相机搭建户外池塘采样系统, 采集不同偏振角度水面图像, 并基于图像饱和度和亮度模型自动选择低反光角度图像, 构建图像样本库; 其次通过光流法提取帧间运动特征, 并基于投饲机开关状态构建时间序列帧间特征样本集, 然后利用样本集训练改进RNN分类网络。以上海市崇明区瑞钵水产养殖专业合作社的试验数据对该方法进行验证。结果表明, 研究方法综合准确率为91%, 召回率为92.2%, 均优于传统的鱼类摄食行为识别方法。研究结果可为鱼类精准投喂技术研究提供参考。     

Ontario Maternal Serum Screening Program: practices,knowledge and opinions of health care providers

OBJECTIVE: To determine the practices, knowledge and opinions of health care providers regarding a prenatal genetic screening program in Ontario. DESIGN: Cross-sectional self-reported survey. SETTING: Ontario. PARTICIPANTS: Random sample of 2000 family physicians, all 565 obstetricians and all 62 registered midwives in the province. Among subjects who were eligible (those providing antenatal care or attending births) the response rates were 91% (778/851), 76% (273/359) and 78% (46/59) respectively. MAIN OUTCOME MEASURES: Which patients were offered maternal serum screening (MSS), how results were being communicated, knowledge of the test''s sensitivity, likes and dislikes about MSS and recommendations regarding the program. RESULTS: Most (97%) of respondents stated that they were offering MSS to the pregnant women in their practices; 88% were offering it routinely to all pregnant women (87% of the family physicians, 90% of the obstetricians and 100% of the midwives). Most (92%) of the respondents stated that they communicate positive results to their patients personally as soon as they are received; 23% did so for negative results. The respondents correctly identified the initial positive rate but underestimated the false-positive rate. About one-third did not respond to these knowledge questions. Of those who gave feedback on the screening program, 50% recommended that it not be changed, 29% suggested that it be changed, and 22% recommended that it be scrapped. CONCLUSIONS: Participation in the Ontario Maternal Serum Screening Program by health care providers has been good, although knowledge about MSS is far from ideal. Many providers have reservations about the program. In light of concerns raised about the high false-positive rate and the anxiety such results generate in pregnant women, there is a need for more education of providers and patients and a better understanding of women''s experiences with genetic screening.     

Effective Linkages of Continuum of Care for Improving Neonatal,Perinatal, and Maternal Mortality: A Systematic Review and Meta-Analysis

Background

Continuum of care has the potential to improve maternal, newborn, and child health (MNCH) by ensuring care for mothers and children. Continuum of care in MNCH is widely accepted as comprising sequential time (from pre-pregnancy to motherhood and childhood) and space dimensions (from community-family care to clinical care). However, it is unclear which linkages of care could have a greater effect on MNCH outcomes. The objective of the present study is to assess the effectiveness of different continuum of care linkages for reducing neonatal, perinatal, and maternal mortality in low- and middle-income countries.

Methods

We searched for randomized and quasi-randomized controlled trials that addressed two or more linkages of continuum of care and attempted to increase mothers’ uptake of antenatal care, skilled birth attendance, and postnatal care. The outcome variables were neonatal, perinatal, and maternal mortality.

Results

Out of the 7,142 retrieved articles, we selected 19 as eligible for the final analysis. Of these studies, 13 used packages of intervention that linked antenatal care, skilled birth attendance, and postnatal care. One study each used packages that linked antenatal care and skilled birth attendance or skilled birth attendance and postnatal care. Four studies used an intervention package that linked antenatal care and postnatal care. Among the packages that linked antenatal care, skilled birth attendance, and postnatal care, a significant reduction was observed in combined neonatal, perinatal, and maternal mortality risks (RR 0.83; 95% CI 0.77 to 0.89, I² 79%). Furthermore, this linkage reduced combined neonatal, perinatal, and maternal mortality when integrating the continuum of care space dimension (RR 0.85; 95% CI 0.77 to 0.93, I² 81%).

Conclusions

Our review suggests that continuous uptake of antenatal care, skilled birth attendance, and postnatal care is necessary to improve MNCH outcomes in low- and middle-income countries. The review was conclusive for the reduction of neonatal and perinatal deaths. Although maternal deaths were not significantly reduced, composite measures of all mortality were. Thus, the evidence is sufficient to scale up this intervention package for the improvement of MNCH outcomes.     

Prospective regional study of planned home births. Home Birth Study Steering Group.

OBJECTIVE: To collect data from a cohort of women requesting a home birth and examine the experience and outcome of pregnancy, the indications for hospital transfer, and the attitudes of mothers, midwives, and general practitioners. DESIGN: Follow up study with anonymised postal questionnaires. SETTING: Northern Regional Health Authority area. SUBJECTS: The 256 women resident in the Northern region who expected to deliver in 1993 and whose request for a home birth became known to one of the local supervisors of midwives. Limited cross validating information was also collected retrospectively on all other women delivering a baby outside hospital in 1993. MAIN OUTCOME MEASURES: Rate of and reason for transferred care; maternal, midwifery, and general practitioner views; perinatal outcome. RESULTS: Five women miscarried, leaving 251 in the study. Of these, 142 (57%) delivered at home. There were 17 (7%) caesarean sections but no perinatal deaths. General practitioners had reservations about half of the booking requests. Two thirds of the women thought they had not been offered any option about place of birth, 74 (29%) were referred to hospital for delivery before the onset of labour, and 35 (14%) were referred to hospital during labour. Intrapartum transfers were uneventful, and half the mothers commented spontaneously that they valued having spent even part of their labour at home. CONCLUSIONS: Home birth is valued for its family setting. General practitioners'' support is sought and influential but uncommon, possibly because of a lack of understanding of the responsibilities of the midwife and general practitioner.     

A cross-sectional study of the health effects of work schedules on 3212 hospital workers in France: implications for the new French work schedules policy

This study was designed to investigate the effects of work schedules on the health of hospital workers at the Assistance Publique-H?pitaux de Paris (AP-HP). Out of 40 hospitals, 17 volunteered to participate in this study. The Standard Shiftwork Index and a questionnaire concerning physicians' work schedules were used. Ten thousand questionnaires were distributed anonymously to hospital workers between March and April 1999. Professional categories comprised head nurses, nurses, nursing auxiliaries, hospital agents, midwives and full time physicians. Departments included internal and geriatric medicine, general paediatrics, orthopaedic and general surgery, operating and emergency rooms, and anaesthesiology and intensive care units. 3250 questionnaires were returned. Demographics for the respondents were: 79.2% female, average age 38.1 +/- 9.1 years old. Eleven work schedules were identified. One fourth of the personnel had fixed morning work schedules. The highest level of job satisfaction was found in personnel working in paediatrics while dissatisfaction was strongest in the gerontology and, emergency room personnel. General Health Questionnaire (GHQ) scores were high for head nurses, operating room nurses and junior doctors as well as for personnel with rotating and flexible shifts. This study will be used to make recommendations concerning the reduction of working time for French hospital workers.     

Cesarean Sections in Non-Teaching Hospitals

A review of 253 Cesarean sections in two non-teaching general hospitals was carried out to compare the results in these hospitals with the standards set by large teaching institutions. The results of the study were gratifying in that the incidence of Cesarean section was well within the accepted rate of 5% to 6% of deliveries. As well, the perinatal and maternal mortality and morbidity rates were comparatively low. It was apparent, however, that in these institutions there was a need for more accurate and detailed records and that there should be a reduction in the number of classical Cesarean operations. This study also revealed that there was a tendency to use blood transfusions and antibiotics without clear-cut indications.     

Outcomes of planned home births with certified professional midwives: large prospective study in North America

Objective To evaluate the safety of home births in North America involving direct entry midwives, in jurisdictions where the practice is not well integrated into the healthcare system.Design Prospective cohort study.Setting All home births involving certified professional midwives across the United States (98% of cohort) and Canada, 2000.Participants All 5418 women expecting to deliver in 2000 supported by midwives with a common certification and who planned to deliver at home when labour began.Main outcome measures Intrapartum and neonatal mortality, perinatal transfer to hospital care, medical intervention during labour, breast feeding, and maternal satisfaction.Results 655 (12.1%) women who intended to deliver at home when labour began were transferred to hospital. Medical intervention rates included epidural (4.7%), episiotomy (2.1%), forceps (1.0%), vacuum extraction (0.6%), and caesarean section (3.7%); these rates were substantially lower than for low risk US women having hospital births. The intrapartum and neonatal mortality among women considered at low risk at start of labour, excluding deaths concerning life threatening congenital anomalies, was 1.7 deaths per 1000 planned home births, similar to risks in other studies of low risk home and hospital births in North America. No mothers died. No discrepancies were found for perinatal outcomes independently validated.Conclusions Planned home birth for low risk women in North America using certified professional midwives was associated with lower rates of medical intervention but similar intrapartum and neonatal mortality to that of low risk hospital births in the United States.     

Perinatal depression: implications for child mental health

Perinatal depression is common and primary care holds a crucial role for detecting, treating or, if necessary, providing referrals to mental health care for affected women. Family doctors should be aware of risk factors for peripartum depression, including previous history of depression, life events and interpersonal conflict. Perinatal depression has been associated with many poor outcomes, including maternal, child and family unit challenges. Infants and young children of perinatally depressed mothers are more likely to have a difficult temperament, as well as cognitive and emotional delays. The primary care setting is uniquely poised to be the screening and treatment site for perinatal depression; however, several obstacles, both at patient and systems level, have been identified that interfere with women's treatment engagement. Current published treatment guidelines favour psychotherapy above medicines as first line treatment for mild to moderate perinatal depression, while pharmacotherapy is first choice for severe depression, often in combination with psychosocial or integrative approaches. Among mothers who decide to stop taking their antidepressants despite ongoing depression during the perinatal period, the majority suffer from relapsing symptoms. If depression continues post-partum, there is an increased risk of poor mother-infant attachment, delayed cognitive and linguistic skills in the infant, impaired emotional development and risk for behavioural problems in later life. Complex, comprehensive and multilevel algorithms are warranted to treat perinatal depression. Primary care doctors are best suited to initiate, carry out and evaluate the effectiveness of such interventions designed to prevent adverse outcomes of maternal perinatal depression on mother and child wellbeing.     

Breastfeeding practice and associated factors among female nurses and midwives at North Gondar Zone,Northwest Ethiopia: a cross-sectional institution based study

Background

Health care workers have a duty to promote and support breastfeeding among their clients. Although their ability to do this may be influenced by their knowledge and personal experience; little is known about breastfeeding practices and the perceived barriers. The objective of this study was to assess the breastfeeding practices and the associated factors among female nurses and midwives in North Gondar Zone; Northwest Ethiopia.

Methods

An institution based cross-sectional study design was conducted in 2013 among 178 nurses and midwives. In this study exclusive breastfeeding refers to breastfeeding exclusively for the first six months of a child’s life. Bivariate and multivariate logistic regressions were performed to identify the presence and strength of association. Odds ratios with 95% confidence interval were computed to determine the level of significance.

Results

Exclusive breastfeeding rate among respondents was found to be 35.9%. Nearly half (49.4%) of the respondents exclusively breastfed for only 3 months or less. The mean duration exclusive breastfeeding was 4.1?±?1.7 months. Older women (AOR?=?2.8; 95% CI 2.16, 3.24), rural residence (AOR?=?3.01; 95% CI 2.65, 3.84), being midwife (AOR?=?2.01; 95% CI 1.83, 2.56), a women who gave birth through vaginal delivery (AOR?=?2.0; 95% CI 1.68, 2.87), multiparous women (AOR?=?2.20; 95% CI 1.74, 2.67) and resumption of work after 3 months (AOR?=?1.61; 95% CI 1.24, 2.35) were independently associated with exclusive breastfeeding.

Conclusion

Though respondents had adequate knowledge on breastfeeding, the practice of exclusive breastfeeding was low. Maternal age, place of residence, profession, mode of delivery, parity and the time before resuming work were factors associated with exclusive breastfeeding. Appropriate education concerning breastfeeding, directed at nurses and midwives is required to enhance exclusive breastfeeding and duration of breastfeeding.

     

公立医疗机构政府补偿与监管机制的研究框架

在补偿机制扭曲、政府监管滞后的背景下,科学设定公立医疗机构政府补偿标准和方式,改进政府监管手段和能力对保障公立医疗机构公益性具有重要意义。上海市闵行区开展了基于公益性绩效的政府补偿机制改革和基于信息平台的政府监管机制改革。文章以新公共行政理论为指导,总结闵行区政府补偿和监管机制的特点,评价改革的效果,并且探索分析补偿和监管机制改革对医疗机构运行绩效的影响,为深化公立医院改革提供决策参考。     

In visible bodies: minority women, nurses, time, and the new economy of care

Health care reform in Canadian hospitals has resulted in increased workloads and bureaucratization of patient care contributing to the development of a new economy of care. Interviews with nurses and visible (non-white) minority women who have given birth in institutions undergoing health care reform revealed that nurses felt compelled to avoid interactions with patients deemed too costly in terms of time. Overwhelmingly, these patients were members of culturally marginalized populations whose bodies were read by nurses as potentially problematic and time consuming. As their calls for assistance go unanswered, visible minority women complained of feeling invisible. Taken in context of historical and contemporary interethnic relations, these women regarded such avoidance patterns as evidence of racism. Obstetrical nurses, too, understood that the new economy of care wrought by health care restructuring has altered nursing practice and patient care to the detriment of minority women.