Focused search for science

10+ min ago (1093+ words) In neonatal intensive care units worldwide, blood transfusions remain a cornerstone of supportive care for preterm infants, often critical to their survival. However, emerging research reveals a complex relationship between these transfusions and long-term neurodevelopmental outcomes. A pioneering study authored by Kwon, S.S., Baek, S.H., Shin, J.E., and colleagues, recently published in Pediatric Research, throws [] In neonatal intensive care units worldwide, blood transfusions remain a cornerstone of supportive care for preterm infants, often critical to their survival. However, emerging research reveals a complex relationship between these transfusions and long-term neurodevelopmental outcomes. A pioneering study authored by Kwon, S.S., Baek, S.H., Shin, J.E., and colleagues, recently published in Pediatric Research, throws new light on this topic by meticulously analyzing how transfusions of red blood cells (RBCs), platelets, and plasma correlate with neurodevelopmental impairment (NDI) in preterm infants, stratified by gestational age. Preterm infants, defined as those born…...

17+ min ago (239+ words) Mixup, introduced in 2018, is one of the oddest augmentations ever proposed. Instead of masking, cropping, or jittering, Mixup generates new samples via linear interpolation: x = "xi+(1)xj y = "yi+(1)yj "B(,) where B is Beta. Blend their labels too The resulting image looks surreal, but it works. Why does pixel-blending help? Mixup acts as a smoothness prior on the model's decision boundary: If two samples belong to different classes And you interpolate between them The model is forced to create a smooth transition in logit space This reduces sharp, brittle boundaries that overfit to noise or spurious features. It teaches the model: "Don't be overly confident unless the input truly looks like the class." Why isn't blending harmful? Because the model does not need to interpret the mixed image as "real." It only needs to learn consistent behavior under interpolation....

18+ min ago (1013+ words) You can catch up on our previous session in case you missed it here! Following that, we will be diving into a little hands on project, solidifying what we learnt previously about IAC. Let's dive in! This project uses Terraform (a tool that automates infrastructure) to tell Docker (a tool that runs applications) to create and run: A web server (Nginx) A custom web application (your own simple website) A private network connecting them All created automatically with one command So instead of manually: "Terraform does all of it for you. You write your instructions once, then Terraform builds everything from scratch in seconds. It's like writing a recipe once, and Terraform becomes the chef that prepares the meal anytime you ask. 1. You learn real DevOps tools (Terraform + Docker) with simple concepts You get to use two of the most…...

24+ min ago (125+ words) *CinemaSins tackles *Fantastic Four: First Steps in their trademark "Everything Wrong With" style, squeezing all the Marvel reboot mishaps into a 20-minute roast. They admit it isn't a total disaster'just as "sintastic" as any other MCU flick. On the side, they weave in a BetterHelp sponsor plug and drop a treasure trove of links: their main site, YouTube channels, socials, a sinful poll, Patreon support, plus a shout-out to all the writers and community hangouts.** Watch on YouTube Templates let you quickly answer FAQs or store snippets for re-use. Are you sure you want to hide this comment? It will become hidden in your post, but will still be visible via the comment's permalink. Hide child comments as well...

24+ min ago (381+ words) The Sorcerer's Apprentice " Caravan of Garbage Disney's on shaky ground: its once-unbeatable Marvel and Star Wars juggernauts are sputtering, and fresh offerings like Wish and Elio barely make a blip. But hey, this isn't uncharted territory'Mickey's house has weathered flops before. Over the next few weeks, the gang at The Weekly Planet will deep-dive into four colossal live-action disasters, kicking things off with 2010's Nicolas Cage starrer The Sorcerer's Apprentice (yes, magic and a giant bird are involved). Buckle up for a nostalgic roast! Watch on YouTube #the-sorcerers-apprentice-caravan-of-garbage The Sorcerer's Apprentice " Caravan of Garbage Disney's on shaky ground: its once-unbeatable Marvel and Star Wars juggernauts are sputtering, and fresh offerings like Wish and Elio barely make a blip. But hey, this isn't uncharted territory'Mickey's house has weathered flops before. Over the next few weeks, the gang at The Weekly Planet…...

24+ min ago (995+ words) The cybersecurity sector isn't exactly known for its calm and relaxing pace. If you've chosen to pursue a career in it, chances are you're well aware of this. But there's a stark difference between a fast-paced job and chronic burnout. The exciting, challenging nature of the job is often what first attracts many, offering growth and development opportunities on a daily basis, but it's often too easy for the workload to tip over the limit, resulting in the physical, mental, and emotional exhaustion characterized by chronic stress and burnout. In fact, recent research shows that 76% of cybersecurity professionals experienced fatigue or burnout over the last year. As the symptoms of burnout and anxiety accumulate over time, your security team members could face reduced productivity and decreased job satisfaction, potentially even driving them to consider a career change. A shocking 69% of…...

25+ min ago (238+ words) In light of these findings, healthcare systems may be prompted to reassess the allocation of resources toward managing diabetic foot ulcers more effectively. Addressing such prevalent issues not only enhances patient quality of life but also potentially reduces overall healthcare expenditures by decreasing the need for more invasive interventions and hospitalizations. The study's contributions highlight the significance of ongoing research into adjunct therapies for diabetic complications, positing that treatments once considered peripheral may hold the key to transforming patient care. By adopting a patient-centered approach supported by clinical evidence, healthcare practitioners can make informed decisions that ultimately benefit their patients. As awareness grows around the potential of topical melatonin in managing diabetic foot ulcers, the researchers hope to see replication and validation of their findings. Establishing consensus within the medical community will require large-scale studies and meta-analyses, yet the initial…...

28+ min ago (325+ words) The full cold moon " the third and final of fall in the Northern Hemisphere " will turn full on Thursday, Dec. 4, 2025. Named for the chilly temperatures at this time of year in North America, this moon is not only the second-biggest full moon of 2025 " a "supermoon" " but it reaches higher into the sky than any other. It's the third of four supermoons that round out 2025 and begin 2026. The cold moon will turn full at 8:20 a.m. EST on Thursday, Dec. 4. It will look full the night before and the night after, but the best time to watch it rise in North America will be at moonrise during dusk on Friday, Dec. 5, when it will appear on the eastern horizon shortly after sunset. According to EarthSky, December's full moon can be known as the cold moon, the long nights moon, and the moon before…...

30+ min ago (341+ words) After announcing the Android 16-based OxygenOS 16, OnePlus has begun rolling out this new operating system globally. The OnePlus 12R is the latest device to receive this update. The update is currently rolling out in India, under the build number CPH2585_16.0.1.300(EX01), and will expand to more regions in batches. OxygenOS 16 brings a long list [] The post OnePlus 12R Gets Stable OxygenOS 16 With New Animations, AI Tools, and Trinity Engine appeared first on Gizmochina. After announcing the Android 16-based OxygenOS 16, OnePlus has begun rolling out this new operating system globally. The OnePlus 12R is the latest device to receive this update. The update is currently rolling out in India, under the build number CPH2585_16.0.1.300(EX01), and will expand to more regions in batches. OxygenOS 16 brings a long list of visual, performance, and AI upgrades. System animations are the biggest change. Apps now open and close with smoother transitions....

32+ min ago (672+ words) AI music generation has revolutionized how creators produce audio content. Whether you need royalty-free tracks for videos, want to experiment with new sounds, or are building a music career, these platforms offer powerful tools to transform ideas into professional audio. Here are the top six AI music generators ranked by overall value, quality, and innovation. Suede Labs stands apart by combining professional-grade AI music generation with a comprehensive creative ecosystem built on blockchain technology. While other platforms simply generate music, Suede merges AI-driven music creation with blockchain technology, offering features such as IP protection and personalized music generation. Best For: Creators who want professional AI music generation combined with ownership rights, monetization tools, and a forward-thinking creative ecosystem. Suno has become one of the most popular AI music generators thanks to its vocal synthesis. Suno produces complete songs with vocals…...