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Portfolio
US consumer confidence rises in August
US consumer confidence increased in August, driven by positive news on the economy and inflation. The Conference Board's index rose to 103.3 from 101.9 in July, with short-term expectations for income, business, and the job market also improving. Consumer spending, which constitutes nearly 70% of US economic activity, remains a critical focus for economists.
Deepnews has transformed
Deepnews has introduced a new architecture featuring a transformer-based model to score news articles, aiming to identify quality journalism more effectively. The updated algorithm, based on RoBERTa, has shown high accuracy in testing and is now accessible to the public. The model is expected to save time and money for publishers by automating the process of identifying high-quality articles, potentially increasing reader engagement and subscriptions. Future plans include training models for different types of articles and languages, starting with French.
85% of Survey Respondents Do Not Know What Actinic Keratosis Is
A study conducted by Almirall revealed that 85% of respondents in the US and Europe are unaware of actinic keratosis (AK), a chronic skin condition that can lead to squamous cell carcinoma. The survey included over 2500 participants aged 35 and above from Spain, Germany, Italy, the UK, and the US. Dermatologist Girish Gupta emphasized the importance of AK awareness and the need for better education in primary care to improve diagnosis and treatment. The study also highlighted the challenges in managing AK, including accurate diagnosis, appropriate treatment, and timely referral to secondary care.
Hacking Venezuela’s Crisis from Silicon Valley
Members of the Venezuelan diaspora in Silicon Valley are leveraging technology to address the humanitarian crisis in Venezuela. Initiatives like Code for Venezuela are organizing hackathons and mentorship programs to connect professionals with their peers in Venezuela, aiming to provide real-time data and resources to those in need. The efforts include developing chatbots, crowdsourcing scholarships, and using machine learning for disease diagnosis. Despite the ongoing challenges, these technological solutions offer a glimmer of hope and a way to utilize the skills of Venezuelan migrants to aid their home country.
Bubble CPAP splitting: innovative strategy in resource-limited settings
Non-invasive respiratory support for neonates using bubble continuous positive airway pressure (bCPAP) systems is widely used due to its safety, cost-effectiveness, and ease of application. This study tested the feasibility of splitting a single bCPAP assembly using a T-piece splitter in a simulation model. Results showed that the pressures measured at the expiratory end of two nasal interfaces were consistent with set parameters, indicating that bCPAP splitting is a technically simple, feasible, and reliable strategy. Further testing in a simulated lung model is recommended.
Bubble CPAP splitting: innovative strategy in resource-limited settings
Non-invasive respiratory support for neonates using bubble continuous positive airway pressure (bCPAP) systems is widely adopted due to its safety, cost-effectiveness, and ease of use. This study explores the feasibility of splitting a single bCPAP assembly using a T-piece splitter in a simulation model. Results indicate that the pressures measured at the expiratory end of two nasal interfaces were consistent with set parameters, demonstrating that bCPAP splitting is a technically simple, feasible, and reliable strategy. Further testing in a simulated lung model is recommended.
Building a “quality engine” for journalism
Deepnews is developing an algorithm to distinguish between high- and low-quality journalism based solely on article text. The algorithm aims to address the media industry's challenge of producing quality content amidst revenue declines and the prevalence of subpar articles. Deepnews' approach involves machine learning to score articles based on agreed-upon journalism metrics, with initial training data provided by journalism students. The company is fine-tuning its model and plans to release a beta interface for user feedback, showcasing the stark difference between its curated content and that of social media or news aggregators.
The math behind infectious disease spread
Explores the mathematical principles underlying the spread of infectious diseases, focusing on key metrics and models used to predict and control outbreaks. Highlights the importance of understanding these concepts for effective public health responses.
Hacking Venezuela’s Crisis from Silicon Valley
Venezuelans in Silicon Valley are using technology to address the humanitarian crisis in Venezuela, from tracking blackout reports to creating chatbots for medicine resources. Code for Venezuela, a group of Venezuelan tech workers, organized a hackathon to tackle challenges like scraping health data and aiding refugees. The diaspora's initiatives, including mentorship programs and cryptocurrency solutions, aim to leverage their skills to rebuild the country despite the ongoing talent drain. These efforts provide valuable insights and assistance to those affected by the crisis.
Unusual cause of severe neonatal hyperbilirubinaemia: a twin case
Twins born to a 31-year-old mother were referred for severe hyperbilirubinaemia at 90 hours of life. Twin 1 underwent two double volume exchange transfusions, while Twin 2 received phototherapy and a packed red blood cell transfusion. Both twins had a B positive mother and were O positive themselves. They were treated for minor blood incompatibility and sepsis, received intensive phototherapy, and were discharged after 15 days.
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