FLSCALIZE: FEDERATED LEARNING LIFECYCLE MANAGEMENT PLATFORM

FLScalize: Federated Learning Lifecycle Management Platform

Federated learning (FL) that can train using machine learning methods without moving data have attracted interest owing to the focus on data privacy.Several FL platforms and frameworks are being developed with various open datasets.However, FL has not yet been fully utilized in real-world projects; instead, centralized ML models are still being use

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Chronic Neutrophilic Leukemia: A Comprehensive Review of Clinical Characteristics, Genetic Landscape and Management

Dining Table Chronic neutrophilic leukemia (CNL) represents a rare disease, that has been classified among the BCR/ABL-negative myeloproliferative neoplasms.The disease is characterized by marked leukocytosis with absolute neutrophilia and its clinical presentation may vary from asymptomatic to highly symptomatic with massive splenomegaly and const

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Integrated syphilis/HIV screening in China: a qualitative analysis

Abstract Background The last decade has seen enormous advances in HIV treatment and care, but how to implement scaled up HIV testing, prevention, and treatment in low-income areas still presents a formidable public health challenge.South China faces expanding syphilis and sexually transmitted HIV epidemics, but health systems characteristics import

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