To our knowledge, this study is the first to apply deep learning models that can, beyond diagnosis, identify molecular subtypes and predict outcomes in a single brain tumour entity (meningioma) using ...

Hearing impairment selectively disrupts neural tracking of speech at both short and long temporal scales during multi-speaker listening, while preserving intermediate linguistic processing.

A complete Retrieval-Augmented Generation (RAG) system for analyzing NIFTY 50 stock market data using vector embeddings and ChromaDB. stock-market-rag/ ├── data_collection_module.py # Data fetching ...

An MVP system for feature engineering and causal discovery for pump equipment. v0.1.3 adds automatic data imbalance correction using SMOTE, ensuring robust causal inference even with severely ...

Abstract: In the era of big data, effectively extracting value from huge and complex information flows is key. A set of techniques and paradigms necessary for the successful management and analysis of ...

Aiming at the efficiency and flexibility challenges faced by real-time data acquisition and preprocessing in smart grid, the traditional solutions based on general-purpose processors or ...