Precision in Parsing: Evaluation of an Open-Source Named Entity Recognizer (NER) in Veterinary Oncology.

Integrating Artificial Intelligence (AI) through Natural Language Processing (NLP) can improve veterinary medical oncology clinical record analytics. Named Entity Recognition (NER), a critical component of NLP, can facilitate efficient data extraction and automated labelling for research and clinical decision-making. This study assesses the efficacy of the Bio-Epidemiology-NER (BioEN), an open-source NER developed using human epidemiological and medical data, on veterinary medical oncology records.

Validation and reliability of the Chinese version of the Friendship Scale (FS-C) in family caregivers of people with severe mental illness.

Social isolation has been shown to contribute to negative health outcomes. Within a Chinese cultural context where people highly value social relationships, family caregivers of people with severe mental illness are prone to experience social isolation due to demanding caregiving tasks and prevalent social stigma. However, an instrument that could comprehensively measure social isolation in Chinese family caregivers is lacking.

Polarization entanglement generation in silicon nitride waveguide-coupled dual microring resonators.

Polarization-entangled photon pair sources exhibiting nonlocal quantum correlations are crucial to developments of quantum computing, quantum communications, quantum cryptography, and quantum sensing technologies. On-chip polarization entanglement generation thus constitutes one enabling component for integrated quantum photonic circuits. Here, we present to our knowledge the first polarization-entangled photon pair sources in a silicon nitride platform for integrated quantum photonic circuits.