Author

Priya Deshpande

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Open access Aug 2026

Multimodal text-audio sentiment in clinical aphasia speech using NLP

An exploratory weakly supervised NLP analysis of positive/negative affective-tone proxies in AphasiaBank transcripts with paired audio highlights both the promise of clinical NLP for aphasia discourse analysis and the need for independent human-labeled validation, utterance-aligned acoustic features, and careful contro...

Shamiha Binta Manir, A. Kothari, William L. Gross et al. · Frontiers in Digital Health · 0 citations

#artificial intelligence Review Sep 2026

Model Retirement Creates Reproducibility Risk in Biomedical AI Publications

Many biomedical publications using LLMs are on a trajectory toward computational non-reproducibility after publication, and model deprecation should be treated as a core reporting and preservation issue for biomedical research.

Nathan Wolfrath, Meghan M. Conroy, Thomas R. Kosten et al. · 0 citations