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Update main page and publications page
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‎main.html‎

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@@ -22,6 +22,17 @@ <h1 class="entry-title">Data-Driven Precision Pharmacology</h1>
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<h3>New Publication: TLab Shows Accent Impacts Clinical AI Transcription</h3>
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<div class="date">Mar 2, 2026</div>
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Interventional GI fellow Jamil Samaan, MD, MS, and Yasaman Fatapour found that widely used speech recognition AI systems make more errors for non-native English speakers, especially on clinical terminology. A simple LLM-based correction step improved accuracy and reduced variability.
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Preview the paper: <a href="https://www.nature.com/articles/s41746-026-02490-z" target="_blank">npj Digital Medicine</a>
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<h3>TLab Awarded Three Research Grants!!</h3>
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<div class="date">Dec 18, 2025</div>
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<h3>New Publication: Automating Cancer Staging with BB-TEN</h3>
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<div class="date">Oct 17, 2024</div>
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<p><a href="https://doi.org/10.1038/s41467-024-53190-9">Read full paper here.</a></p>
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<h3>Introducing the PhD Program in Health AI at Cedars-Sinai</h3>

‎publications.html‎

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<h1 class="entity-title">Publications</h1>
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<h3><i>Pre-prints</i></h3>
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<h3><i>Pre-prints & Editorials</i></h3>
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<!-- <h2><a href="https://www.tatonettilab.org/transfer-learning-from-simulations-improves-the-classification-of-oct-images-of-glandular-epithelia/" title="Read more">Transfer learning from simulations improves the classification of OCT images of glandular epithelia</a></h2> -->
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OnSIDES (ON-label SIDE effectS resource) Database : Extracting Adverse Drug Events from Drug Labels using Natural Language Processing Models
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Yutaro Tanaka, Hsin Yi Chen, Pietro Belloni, Undina Gisladottir, Jenna Kefeli, Jason Patterson, Apoorva Srinivasan, Michael Zietz, Gaurav Sirdeshmukh, Jacob Berkowitz, Kathleen LaRow Brown, Nicholas P. Tatonetti
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medRxiv 2024.03.22.24304724; doi: https://doi.org/10.1101/2024.03.22.24304724
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<a href="https://link.springer.com/article/10.1186/s13040-026-00518-4"><img draggable="false" role="img"
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class="emoji" alt="🔗" src="https://s.w.org/images/core/emoji/14.0.0/svg/1f517.svg"></a>
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Berkowitz, J.S., Patock, J.R., Nawaz, A., Gonzalez‑Hernandez, G. &amp; Tatonetti, N.P. A crisis of overconfidence: Why confidence, not accuracy, is the real risk in clinical AI. <i>BioData Mining</i> 19, 10 (2026). https://doi.org/10.1186/s13040-026-00518-4 :contentReference[oaicite:0]{index=0}
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<h3><i>Peer Reviewed</i></h3>
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<a href="https://www.nature.com/articles/s41746-026-02490-z"><img draggable="false" role="img"
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Fatapour, Y., Samaan, J., et al. Accent related errors in clinical speech transcription and a LLM-based remedy. <i>npj Digital Medicine</i> 9, 90 (2026). https://doi.org/10.1038/s41746-026-02490-z
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Tanaka, Y., Chen, H.Y., Belloni, P., Gisladottir, U., Kefeli, J., Patterson, J., Srinivasan, A., Zietz, M., Sirdeshmukh, G., Berkowitz, J., LaRow Brown, K., &amp; Tatonetti, N.P. OnSIDES database: Extracting adverse drug events from drug labels using natural language processing models. <i>BioData Mining</i> 6, 7 (2025). https://doi.org/10.1186/s13040-026-00518-4
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<a href="https://www.nature.com/articles/s41467-024-53190-9"><img draggable="false" role="img"
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Kefeli, J., Berkowitz, J., Acitores Cortina, J.M. et al. Generalizable and automated classification of TNM stage from pathology reports with external validation. <i>Nature Communications</i> 15, 8916 (2024). https://doi.org/10.1038/s41467-024-53190-9
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