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BIOENGINEER.ORG - Bioengineering
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Children’s Aerobic Fitness Declines in Final Primary School Years,
6+ hour, 5+ min ago (611+ words) One of the most detailed long-term portraits of children’s aerobic fitness ever assembled suggests a troubling pattern in the final years of primary school. Researchers tracking hundreds of Norwegian children from first through sixth grade found that peak oxygen uptake,…...
Auditable certificates measure client update value in personalized
7+ hour, 7+ min ago (55+ words) Federated learning has become one of the most consequential architectures in modern machine learning, allowing hospitals, banks, factories and smartphone networks to train shared models without moving sensitive data off site. Yet the approach has long carried an uncomfortable question:…...
Adaptive LoRA Ranks Help AI Models Learn New Tasks Without Forgetting Old
11+ hour, 26+ min ago (83+ words) Large language models have become astonishingly capable learners, absorbing new skills from relatively small amounts of fine-tuning data. Yet this flexibility comes with a well-known curse: when an AI model is trained sequentially on new tasks, it tends to overwrite…...
Deep learning model delivers early, honest crop yield forecasts for Germany
11+ hour, 58+ min ago (55+ words) Every farmer, grain trader, and food security planner in Europe knows the fear that hangs over a hot, dry summer. The catastrophic growing seasons of 2003 and 2018 showed how compound heat and drought can slash yields across entire continents, and climate…...
Federated Learning Takes Root: How Distributed AI Is Transforming Precision
12+ hour, 15+ min ago (55+ words) Artificial intelligence is quietly rewriting the rules of farming, and one of the most consequential shifts is happening not in the cloud but in the fields themselves. A new systematic literature review published in Smart Agricultural Technology maps, for the…...
Transfer Learning Reconstructs the Signaling Histories of Single Cells
14+ hour, 52+ min ago (704+ words) Every cell in the body carries a hidden biography. Long before a researcher harvests a tissue and sequences its contents, that cell has been bombarded by hormones, growth factors, cytokines and stress signals, and its current state is the accumulated…...
Deep-Learning Framework Crop-GPA 2.0 Cracks the Shared Genetic Code of Crop
1+ day, 10+ hour ago (858+ words) Every improvement in a crop, whether it is a heavier ear of wheat, a more disease-resistant rice plant, or a maize hybrid that endures drought, ultimately traces back to variation written into the genome....
Fisher-guided personalized federated learning using efficient packed
3+ day, 9+ hour ago (56+ words) Artificial intelligence systems are increasingly trained on data that never leaves the devices where it is created—hospital servers holding sensitive patient scans, smartphones carrying private photos, and industrial sensors capturing proprietary information. This approach, known as federated learning, promises…...
Learning culture strengthens hospital nurses’ professional autonomy,
3+ day, 20+ hour ago (777+ words) Hospital nurses who took part in a structured, team-based learning programme built around participatory action research became measurably more autonomous, more proactive and more confident in applying evidence to their daily practice, according to a new mixed-methods study published in…...
Adjustable anchor boxes and transfer learning boost fruit detection on
4+ day, 6+ hour ago (88+ words) Fruit detection in real agricultural environments has long been one of the most stubborn problems in computer vision, and a new study from researchers at the University of Lincoln and the University of Warwick now offers a fresh technical answer....