Výsledky vyhledávání - "Lepow, Lauren A."

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The Point of View of a Sentiment: Towards Clinician Bias Detection in Psychiatric Notes

Autor: Valentine, Alissa A., Lepow, Lauren A., Charney, Alexander W., Landi, Isotta

In psychiatry, negative patient descriptions and stigmatizing language can contribute to healthcare disparities in two ways: (1) read by patients they can harm their trust and engagement with the medical center; (2) read by future providers they may

Externí odkaz: http://arxiv.org/abs/2405.20582

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Extracting Social Support and Social Isolation Information from Clinical Psychiatry Notes: Comparing a Rule-based NLP System and a Large Language Model

Autor: Patra, Braja Gopal, Lepow, Lauren A., Kumar, Praneet Kasi Reddy Jagadeesh, Vekaria, Veer, Sharma, Mohit Manoj, Adekkanattu, Prakash, Fennessy, Brian, Hynes, Gavin, Landi, Isotta, Sanchez-Ruiz, Jorge A., Ryu, Euijung, Biernacka, Joanna M., Nadkarni, Girish N., Talati, Ardesheer, Weissman, Myrna, Olfson, Mark, Mann, J. John, Charney, Alexander W., Pathak, Jyotishman

Background: Social support (SS) and social isolation (SI) are social determinants of health (SDOH) associated with psychiatric outcomes. In electronic health records (EHRs), individual-level SS/SI is typically documented as narrative clinical notes r

Externí odkaz: http://arxiv.org/abs/2403.17199

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Clinical Text Deduplication Practices for Efficient Pretraining and Improved Clinical Tasks

Autor: Landi, Isotta, Alleva, Eugenia, Valentine, Alissa A., Lepow, Lauren A., Charney, Alexander W.

Despite being a unique source of information on patients' status and disease progression, clinical notes are characterized by high levels of duplication and information redundancy. In general domain text, it has been shown that deduplication does not

Externí odkaz: http://arxiv.org/abs/2312.09469

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