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This research service titled “Growth Opportunities for Superalloys,” provides an understanding of different types of initiatives taken by researchers in the superalloys technology domain or the development of the l high performance material for medium to extremely high temperature applications. Global and regional funding by key stakeholders and re...

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...

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...

Militaries increasingly operate on congested battlefields that are expanding geographically and across domains while under persistent surveillance that requires fast-paced decision-making through effective situational awareness, intelligence gathering, and action targeting. The battlefield congestion has resulted in slower decision cycles and react...

This research service analyzes the market for ECG and Cardiac Monitoring products and services within the United States. Product markets assessed included Resting ECG Products, Stress Testing Systems, ECG Data Management Systems, Holter Monitor Systems, and Cardiac Event Monitoring Systems. Services markets assessed included Point-of-Care ECG Ser...

In this report, Frost & Sullivan profiles, analyzes, and benchmarks conventional and electric OEMs by their OES channel service and maintenance offerings. The geographic scope is global. The base year is 2021; global sales reflect 2019, 2020, and 2021. The study benchmarks the OEMs and their OES services in the following segments: Maintenance o...

This research study provides an analysis of the African Business to Consumer (B2C) eCommerce market. The stakeholder scope includes B2C companies; geographic scope includes key African countries such as Egypt, Kenya, Nigeria and South Africa; and product category scope includes a number of segments such as books, electronics, fashion, household app...

Rare diseases pose a global burden to healthcare despite making up a very small fraction of the global disease landscape. Most treatment options for rare diseases focus on maintaining the disease symptoms, rather than a disease-modifying approach. To address this unmet need, RNA therapies are emerging as disease-modifying approaches addressing the ...

The flexible electronics (FE) industry is witnessing enthusiastic participation from various stakeholders who are introducing diverse enabling technologies which in turn are propelling the growth of FE industry. With the convergence of such enabling technologies, FE is expected to grow into a key technology sector with immense potential. The next-g...