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| http://dx.doi.org/10.1177/17511437231186691 | DOI Listing |
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Post pregnancy family planning in Latin America and the Caribbean analysis and strengths in training on immediate contraception post obstetric event by CLAP/PAHO.
Best Pract Res Clin Obstet Gynaecol
December 2024
Latin American Center for Perinatology, Women's and Reproductive Health/Pan American, Health Organization CLAP PAHO/WHO, Uruguay. Electronic address:
Virtual courses developed by the Pan American Health Organization (PAHO) on family planning and immediate contraception post obstetric event (ICPOE) were launched in 2021 as training actions on ICPOE in the region. A total of 89,899 people enrolled in these courses; 36,494 (40.7%) of them enrolled in the course on ICPOE, and almost 60% of participants from Latin America passed the course.
View Article and Find Full Text PDFBridging auditory perception and natural language processing with semantically informed deep neural networks.
Sci Rep
September 2024
Department of Cognitive Neuroscience, Faculty of Psychology and Neuroscience, Maastricht University, Maastricht, The Netherlands.
Article Synopsis
- - Human sound recognition is intuitive, while artificial systems struggle; recent advancements using deep neural networks (DNNs), particularly convolutional neural networks (CNNs), have improved sound classification but often ignore the relationships between sound labels.
- - The researchers hypothesize that adding semantic information to DNNs can enhance sound recognition, mimicking how humans use both acoustic and semantic cues; they framed the task as a regression problem, training models to link sound spectrograms to continuous semantic representations.
- - Their findings show that the DNN model utilizing semantic labels (semDNN) outperformed the traditional label model (catDNN), aligning more closely with human similarity ratings in sound recognition, thus highlighting the importance of semantics in improving artificial
Benchmarking antibody clustering methods using sequence, structural, and machine learning similarity measures for antibody discovery applications.
Front Mol Biosci
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NaturalAntibody, Szczecin, West Pomeranian, Poland.
Antibodies are proteins produced by our immune system that have been harnessed as biotherapeutics. The discovery of antibody-based therapeutics relies on analyzing large volumes of diverse sequences coming from phage display or animal immunizations. Identification of suitable therapeutic candidates is achieved by grouping the sequences by their similarity and subsequent selection of a diverse set of antibodies for further tests.
View Article and Find Full Text PDFLearning to clap: A post-COVID19 recovery story.
J Intensive Care Soc
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ST6 Anaesthesia and Intensive Care Medicine, Health Education England Northwest, NIHR Academic Clinical Fellow, Humanitarian and Conflict Response Institute, University of Manchester, Manchester, UK.
Surveillance of severe maternal morbidity and maternal mortality in maternity hospitals of the Latin American and Caribbean network - Red CLAP: study protocol.
Glob Health Action
December 2023
Department of Obstetrics and Gynecology, University of Campinas Medical School, Campinas, Brazil.
The sustained reduction in maternal mortality in America underlines the need to analyse women who survived a complication that could have been fatal if appropriate and timely care had not been taken. Analysis of maternal near-miss (MNM) cases, as well as potentially life-threatening conditions (PLTC), are considered indicators for monitoring the quality of maternal care. The specific objective of this study protocol is to develop a surveillance system for PLTC, MNM and maternal mortality, as primary outcomes, in Latin American and Caribbean maternal healthcare institutions.
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