Medical Device Network

MHRA outlines upcoming IVD submission shift for clinical trials

The Medicines and Healthcare products Regulatory Agency (MHRA) is formalising its review process around in vitro diagnostics ...
IEEE

Optimizing 2D CNN Architectures for Tabular IoT Intrusion Data: A Comparative Study Using the BoT-IoT 2020 Dataset

Abstract: The increasing number of Internet-enabled devices has demonstrated the need to have accurate intrusion detection systems (IDSs). To address this, we adapt the structure of two-dimensional ...

A new molecular atlas of tau enables precision diagnostics and drug targeting across neurodegenerative diseases

Tau protein aggregation is a shared feature in over 20 neurodegenerative diseases (collectively referred to as "tauopathies"). New research led by Boston Children's Hospital challenges the current ...
Nature

Largest galaxy survey yet confirms that the Universe is not clumpy enough

The six-year results from the Dark Energy Survey highlight unresolved tensions in standard cosmological theory.
InfoQ

Google DeepMind Introduces ATLAS Scaling Laws for Multilingual Language Models

Google DeepMind researchers have introduced ATLAS, a set of scaling laws for multilingual language models that formalize how ...
IEEE

Sentiment Analysis Algorithm Based on Deep Transfer Learning for Multi-Source Data Fusion

Abstract: To tackle the challenge of data diversity in sentiment analysis and improve the accuracy and generalization ability of sentiment analysis, this study first cleans, denoises, and standardizes ...