FEDERATED LEARNING: CENTRALIZED AND P2P FOR A SIAMESE DEEP LEARNING MODEL FOR DIABETES FOOT ULCER CLASSIFICATION

Federated Learning: Centralized and P2P for a Siamese Deep Learning Model for Diabetes Foot Ulcer Classification

It is a known fact that AI models need massive amounts of data for training.In the medical field, the data are not necessarily available at a single site but are distributed over several sites.In the field of medical data sharing, particularly among healthcare institutions, the need to maintain the confidentiality of sensitive information often res

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Assessing Fifty Years of General Health Surveillance of Roe Deer in Switzerland: A Retrospective Analysis of Necropsy Reports.

General wildlife health surveillance is a valuable source of information on the causes of mortality, disease susceptibility and pathology of the investigated hosts and it is considered to be an essential component of early warning systems.However, the representativeness of data from such surveillance programs is known to be limited by numerous bias

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Hydrogen Embrittlement Behavior of a Commercial QP980 Steel

The hydrogen embrittlement (HE) behavior of a commercial QP980 steel is studied in this work.The HE susceptibility results indicate that QP980 suffers from a severe HE, and the fracture mode transforms from ductile dimpling to brittle quasi-cleavage under the attack of hydrogen.The EBSD results show that strain-induced martensite transformation can

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A Pan-European model of the Neolithic

We present a mathematical model, based on a compilation of radiocarbon dates, of the transition to the Neolithic, from about 7000 to 4000 BC in Europe.With the arrival of the Neolithic, hunting and food gathering gave way to agriculture Gas Cylinder Adaptor and stock breeding in many parts of Europe; pottery-making spread into even broader areas.We

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