Author

Zi-Qing Yang

3 papers indexed here

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Oct 2026

The role of Bacillus marisflavi in enhancing wheat crown rot through Fusarium pseudograminearum activation.

While many root-associated bacteria promote plant growth or induce resistance, Bacillus marisflavi interaction enhanced wheat crown rot (WCR) caused by Fusarium pseudograminearum. Unlike typical beneficial Bacillus species, B. marisflavi did not directly affect wheat growth but significantly increased pathogen coloniza...

Kui-Jiang Liu, H. Lian, Ya-Qiong Jin et al. · Microbiology Research · 0 citations

#artificial intelligence Preprint Oct 2026

Evidence-Anchored Overdose Death Prediction from Death Investigation Reports

This work presents an automated framework that classifies suspected overdoses from death investigation reports, while producing supporting explanations guided by expert knowledge, and shows that a pipeline model with explanations grounded in the input death investigation reports outperforms the other settings.

Raavi Gupta, Zi-Qing Yang, Karli R. Hochstatter et al. · 0 citations

#artificial intelligence Oct 2026

Human-Centered Artificial Intelligence Framework for Overdose Mortality Surveillance, New York City, 2022‒2023.

Human-centered artificial intelligence models that identify suspected overdose deaths using narrative reports from medicolegal death investigations and describe ethical considerations for using AI in overdose surveillance are developed and evaluated.

Karli R. Hochstatter, T. Nadel, Raavi Gupta et al. · American Journal of Public H... · 0 citations