595 research outputs found
Indicateurs de santé dans la population d'un complexe agro-industriel du Sud Cameroun
Pour étudier la répercussion sur l'état sanitaire de la population de l'implantation d'un programme de développement agro-industriel (culture de canne à sucre) au Cameroun dans les années 60 (ville de Mbandjock), nous avons analysé la distribution des prévalences des principales pathologies parasitaires par quartier, groupe ethnique, âge et sexe. Trois enseignements peuvent être retirés de ce travail : dans la zone d'étude, le développement économique ne semble pas s'être accompagné d'une dégradation de l'état de santé, puisqu'au contraire les pathologies recherchées se sont avérées moins fréquentes que dans les régions avoisinantes; les pathologies importées (loase, schistosomose) ne se sont manifestement pas implantées localement en dépit des concentrations de population entraînées par l'installation du complexe agro-industriel; les parasitoses sévissant à l'état endémique dans la région (paludisme, onchocercose, helminthiases et protozooses intestinales) sont essentiellement groupées dans quelques quartiers (pas nécessairement défavorisés sur le plan socio-économique) qui devraient faire l'objet de mesures d'intervention intégrées
A Policy Gradient Algorithm for Learning to Learn in Multiagent Reinforcement Learning
A fundamental challenge in multiagent reinforcement learning is to learn
beneficial behaviors in a shared environment with other simultaneously learning
agents. In particular, each agent perceives the environment as effectively
non-stationary due to the changing policies of other agents. Moreover, each
agent is itself constantly learning, leading to natural non-stationarity in the
distribution of experiences encountered. In this paper, we propose a novel
meta-multiagent policy gradient theorem that directly accounts for the
non-stationary policy dynamics inherent to multiagent learning settings. This
is achieved by modeling our gradient updates to consider both an agent's own
non-stationary policy dynamics and the non-stationary policy dynamics of other
agents in the environment. We show that our theoretically grounded approach
provides a general solution to the multiagent learning problem, which
inherently comprises all key aspects of previous state of the art approaches on
this topic. We test our method on a diverse suite of multiagent benchmarks and
demonstrate a more efficient ability to adapt to new agents as they learn than
baseline methods across the full spectrum of mixed incentive, competitive, and
cooperative domains.Comment: Accepted to ICML 2021. Code at https://github.com/dkkim93/meta-mapg
and Videos at https://sites.google.com/view/meta-mapg/hom
Is chloroquine chemoprophylaxis still effective to prevent low birth weight? Results of a study in Benin
BACKGROUND: In areas of stable transmission, malaria during pregnancy is associated with severe maternal and foetal outcomes, especially low birth weight (LBW). To prevent these complications, weekly chloroquine (CQ) chemoprophylaxis is now being replaced by intermittent preventive treatment with sulfadoxine-pyrimethamine in West Africa. The prevalence of placental malaria and its burden on LBW were assessed in Benin to evaluate the efficacy of weekly CQ chemoprophylaxis, prior to its replacement by intermittent preventive treatment. METHODS: In two maternity clinics in Ouidah, an observational study was conducted between April 2004 and April 2005. At each delivery, placental blood smears were examined for malaria infection and women were interviewed on their pregnancy history including CQ intake and dosage. CQ was measured in the urine of a sub-sample (n = 166). Multiple logistic and linear regression were used to assess factors associated with LBW and placental malaria. RESULTS: Among 1090 singleton live births, prevalence of placental malaria and LBW were 16% and 17% respectively. After adjustment, there was a non-significant association between placental malaria and LBW (adjusted OR = 1.43; P = 0.10). Multiple linear regression showed a positive association between placental malaria and decreased birth weight in primigravidae. More than 98% of the women reported regular chemoprophylaxis and CQ was detectable in 99% of urine samples. Protection from LBW was high in women reporting regular CQ prophylaxis, with a strong duration-effect relationship (test for linear trend: P < 0,001). CONCLUSION: Despite high parasite resistance and limited effect on placental malaria, a CQ chemoprophylaxis taken at adequate doses showed to be still effective in reducing LBW in Benin
Relation between Plasmodium falciparum asymptomatic infection and malaria attacks in a cohort of Senegalese children
© 2008 Le Port et al; licensee BioMed Central Ltd. This is an Open Access article distributed under the terms of the Creative Commons Attribution Licens
Intermittent preventive treatment for the prevention of malaria during pregnancy in high transmission areas
Malaria in pregnancy is one of the major causes of maternal morbidity and adverse birth outcomes. In high transmission areas, its prevention has recently changed, moving from a weekly or bimonthly chemoprophylaxis to intermittent preventive treatment (IPTp). IPTp consists in the administration of a single curative dose of an efficacious anti-malarial drug at least twice during pregnancy – regardless of whether the woman is infected or not. The drug is administered under supervision during antenatal care visits. Sulphadoxine-pyrimethamine (SP) is the drug currently recommended by the WHO. While SP-IPTp seems an adequate strategy, there are many issues still to be explored to optimize it. This paper reviewed data on IPTp efficacy and discussed how to improve it. In particular, the determination of both the optimal number of doses and time of administration of the drug is essential, and this has not yet been done. As both foetal growth and deleterious effects of malaria are maximum in late pregnancy women should particularly be protected during this period. Monitoring of IPTp efficacy should be applied to all women, and not only to primi- and secondigravidae, as it has not been definitively established that multigravidae are not at risk for malaria morbidity and mortality. In HIV-positive women, there is an urgent need for specific information on drug administration patterns (need for higher doses, possible interference with sulpha-based prophylaxis of opportunistic infections). Because of the growing level of resistance of parasites to SP, alternative drugs for IPTp are urgently needed. Mefloquine is presently one of the most attractive options because of its long half life, high efficacy in sub-Saharan Africa and safety during pregnancy. Also, efforts should be made to increase IPTp coverage by improving the practices of health care workers, the motivation of women and their perception of malaria complications in pregnancy. Because IPTp is not applicable in early pregnancy, which is a period when malaria may also be deleterious for women and their offspring, there is a necessity to integrate this strategy with other preventive measures which can be applied earlier in pregnancy such as insecticide-treated nets
Mortality, morbidity, and developmental outcomes in infants born to women who received either mefloquine or sulfadoxine-pyrimethamine as intermittent preventive treatment of malaria in pregnancy : a cohort study
Background Little is known about the effects of intermittent preventive treatment of malaria in pregnancy (IPTp) on the health of sub-Saharan African infants. We have evaluated the safety of IPTp with mefloquine (MQ) compared to sulfadoxine- pyrimethamine (SP) for important infant health and developmental outcomes. Methods and Findings In the context of a multicenter randomized controlled trial evaluating the safety and efficacy of IPTp with MQ compared to SP in pregnancy carried out in four sub-Saharan countries (Mozambique, Benin, Gabon, and Tanzania), 4,247 newborns, 2,815 born to women who received MQ and 1,432 born to women who received SP for IPTp, were followed up until 12 mo of age. Anthropometric parameters and psychomotor development were assessed at 1, 9, and 12 mo of age, and the incidence of malaria, anemia, hospital admissions, outpatient visits, and mortality were determined until 12 mo of age. No significant differences were found in the proportion of infants with stunting, underweight, wasting, and severe acute malnutrition at 1, 9, and 12 mo of age between infants born to women who were on IPTp with MQ versus SP. Except for three items evaluated at 9 mo of age, no significant differences were observed in the psychomotor development milestones assessed. Incidence of malaria, anemia, hospital admissions, outpatient visits, and mortality were similar between the two groups. Information on the outcomes at 12 mo of age was unavailable in 26% of the infants, 761 (27%) from the MQ group and 377 (26%) from the SP group. Reasons for not completing the study were death (4% of total study population), study withdrawal (6%), migration (8%), and loss to follow-up (9%). Conclusions No significant differences were found between IPTp with MQ and SP administered in pregnancy on infant mortality, morbidity, and nutritional outcomes. The poorer performance on certain psychomotor development milestones at 9 mo of age in children born to women in the MQ group compared to those in the SP group may deserve further studies
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