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LLM chatbots answered periodontal patient questions with scientific accuracy comparable to expert periodontologists while scoring higher on completeness and empathy.

Explainable AI methods such as SHAP and Grad-CAM improve food quality control by identifying which spectral wavelengths or image regions drive predictions, increasing transparency for inspectors verifying contaminant detection and freshness assessments.

UBNet-Seg, a 2.3M-parameter U-Net variant using lung fields as geometric proxy, achieved 95.85% lung Dice at 0.05s inference and 90.31% automated cardiomegaly accuracy on NIH, rising to 93.63% on NIH and 91.21% on OpenI after expert-guided refinement.

ML and DL analysis of imaging, genetics, and behavioral data can improve early identification and diagnostic accuracy for conditions like depression, bipolar disorder, and schizophrenia.

Synthetic relationships with AI companions could reduce loneliness by providing always-available, adaptive, emotionally responsive interaction that fosters companionship and lowers social anxiety.

VSCS framework enables community members to act as co-researchers and translate local values into technical requirements for AI systems.

Chinese and South Korean regulatory toolkits for AI journalism on platforms like Toutiao and Naver were found to mitigate risks of digital infodemics and algorithmic bias.

Data-driven machine learning models can rapidly generate biomolecular structures and propose conformational ensembles for recognition events with high predictive performance.

MLFFs provide high accuracy with high efficiency for atomic-level studies of inorganic crystalline materials, overcoming traditional limits in structure prediction, properties, defects, and phase transitions.

First-year medical students showed a modest net improvement in accuracy after reviewing ChatGPT-generated answers, because incorrect-to-correct changes exceeded correct-to-incorrect changes.

Australian creatives would retain ownership and control of their work and receive payment through licensing deals with AI companies, rather than having their books, music, art and news used for free to train models.

A systematic review and bibliometric analysis of 627 articles produced a conceptual framework with two dimensions and four paradigms that advances theoretical understanding of hybrid decision-making and provides actionable insights for organizations in AI-driven environments.

AI reduces unwanted variability in structured pattern recognition tasks such as imaging analysis, improving diagnostic consistency and mitigating noise-driven errors.

AI programs let estate agents quickly and cheaply stage and enhance listing photos to help buyers visualise a property's potential.

Producer used generative AI as a tool to create a cover that provided listeners with good music and achieved 35m Spotify streams and No 1 on the National Radio Airplay chart.