Search results for: 'learning algorithm'

Artificial intelligence (AI) uses algorithms and large data sets to find underlying relationships and drive improved business outcomes. While still a nascent technology, AI is experiencing increased implementation and adoption across industries to innovate business models, drive operational efficiencies, and create strategic differentiation. Global...

This Frost Radar benchmarks companies offering lab automation and monitoring solutions for diagnostics labs: hospital and independent labs including multi-chain organized, unorganized, and university labs. Lab automation solutions cover aspects of operations such as pre-pre-analytical, pre-analytical, and post-analytical workflows, whereas lab...

26 Mar 2025  |  Global  |  Technology Research

Safety Innovations in Lithium-ion Battery Technology: Growth Opportunities, 2025–2030

Revolutionary advancements in fire-resistant materials, thermal management, and failure analysis are enhancing the safety of lithium-ion batteries.

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Lithium-ion batteries (LiB) are seeing an increased number of innovations to cater to the demand of safer battery technologies. These innovations aim at decreasing the risk of fire, enhance reliability and longevity, and ensure usability for multiple use-cases. Battery developers and manufacturers are focused on creating fire-resistant materials an...

This Frost & Sullivan research service discusses advances in AI integration in Molecular Diagnostics, highlights key advantages of incorporating AI in the diagnostics workflow and roadblocks that have prevented it from becoming mainstream. While AI is widely used in radiology- and pathology-based diagnostics, its adoption is gradually increasing in...

20 Sep 2023  |  Global  |  Technology Research

Edge AI Accelerators—Emerging Opportunity Analysis

Expanding IoT Applications Drive Growth

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Specialized edge AI hardware that enables quick deep learning on-device has become essential due to the rising need for real-time deep learning workloads. Additionally, a cloud-based AI method cannot ensure data privacy, low latency, or offer high bandwidth. As a result, many AI workloads are shifting to the edge, increasing the demand for speciali...

18 Sep 2018  |  Global  |  Market Research

Impact of Artificial Intelligence (AI) on Energy and Utilities, 2018

Technology Convergence of AI with IoT, Cloud, and Big Data will Open Up Numerous Application Opportunities in the Energy Sector

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Artificial Intelligence (AI) is one of the biggest technological trends transforming every business sector across the world. With advances in computer technology, AI has scaled new heights in utility and application, exceeding all initial expectations. By leveraging advanced machine learning (ML) and deep learning (DL) algorithms, and advanced neur...

Clinical decision support systems (CDSS) provide actionable information for improving the decision making abilities of the health professionals. However, the traditional CDSS platforms have drawbacks such as alert fatigue, diagnostic errors, workflow disruptions that can have detrimental effect on patients health outcomes as well as healthcare prov...

The proliferation of internet of things applications, such as smart manufacturing and smart transportation, has resulted in the explosion of artificial intelligence (AI) and big data. These applications heavily rely on complex AI and machine learning algorithms, requiring computational solutions to handle varying workloads. Power-intensive, costly,...

With the increasing sophistication and occurrences of security threats across both cyber and physical ecosystems, businesses must adopt more advanced systems and feature-rich platforms to enhance their security posture. Digital intelligence solutions have emerged as a central component of a converged, intelligence-driven security operation. This an...