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The report explores the transformation of obesity care from generalized BMI-based treatment to AI-enabled precision metabolic management. The study highlights how obesity is increasingly recognized as a heterogeneous, multi-pathway disease influenced by genetic, neurobehavioral, metabolic, and environmental factors, requiring personalized therapeut...

As manufacturers and industrial operators try to make operational data more accessible, interoperable, secure, and usable across enterprise environments, organizations are investing in industrial connectivity software that can connect heterogeneous OT assets, bridge legacy protocols, support edge-to-cloud data flows, and enable scalable industrial ...

This Frost Radar™ highlights the online video platform market at a critical inflection point: platforms have evolved from simple delivery layers into the economic engines of streaming. As the industry shifts its focus from subscriber growth to monetization efficiency, the platforms are emerging as the primary control layer for hybrid revenue models...

At Beijing's AutoChina 2024, local businesses such as BYD and NIO demonstrated the major technological and commercial strides made in China's electric car industry. These businesses have grown both internationally and domestically to acquire significant market share. Strategic alliances between Western and Chinese OEMs, a combination of resources a...

29 Jul 2021  |  Global  |  Technology Research

Federated Learning: New Approach to Building AI Models

Leveraging Open Source Tools to Accelerate Technology Development across Organizations and Regions

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Traditional machine learning (ML) models are centralized and involve vast amounts of data. However, both the urgency to guarantee data privacy and to abide by strict regulations imposed across regions have contributed to the emergence of a new and powerful alternative technique, federated learning. Instead of acquiring data from a central server or...

This analysis explores the transformation of healthcare from reactive disease treatment toward proactive, continuous, and personalized health management driven by AI, digital health, and predictive intelligence. Rising chronic disease burdens, aging populations, and escalating healthcare costs are accelerating demand for early detection, continuous...

Video telematics solutions are poised to become the norm amongst enterprise fleets in the initial phase, owing to reduced vehicle claims, efficient driver exoneration, and higher realized return on investment. Medium and heavy-duty commercial vehicles for long-haul vehicle operations are primarily poised to be early adopters of video telematics, gi...

The business process management (BPM) or business process outsourcing services market continues to grow, driven by digital transformation, AI adoption, and cost optimization pressures. Organizations are shifting from traditional labor arbitrage models to outcome-based engagements with automation, AI-driven analytics, and hyper-personalization of cl...

The global oil & gas sector is entering a phase where traditional growth models are increasingly misaligned with structural shifts driven by decarbonization, geopolitical disruption, technological change, and tightening societal and regulatory constraints. This analysis outlines 10 non‑negotiable strategic imperatives that will define long‑term com...