AIMC Topic: Health Literacy
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HarborBot: A Chatbot for Social Needs Screening.
AMIA ... Annual Symposium proceedings. AMIA Symposium
Mar 4, 2020
Accessing patients' social needs is a critical challenge at emergency departments (EDs). However, most EDs do not have extra staff to administer screeners, and without personnel administration, response rates are low especially for low health literac...
[E-health and "Cancer outside the hospital walls", Big Data and artificial intelligence].
Bulletin du cancer
Sep 19, 2019
To heal otherwise in oncology has become an imperative of Public Health and an economic imperative in France. Patients can therefore receive live most of their care outside of hospital with more ambulatory care. This ambulatory shift will benefit fro...
Using natural language processing and machine learning to classify health literacy from secure messages: The ECLIPPSE study.
PloS one
Feb 22, 2019
Limited health literacy is a barrier to optimal healthcare delivery and outcomes. Current measures requiring patients to self-report limitations are time-consuming and may be considered intrusive by some. This makes widespread classification of patie...
Advancing the beneficial use of machine learning in health care and medicine: Toward a community understanding.
PLoS medicine
Nov 30, 2018
Characteristics of outpatient clinical summaries in the United States.
International journal of medical informatics
Jun 11, 2016
In the United States, federal regulations require that outpatient practices provide a clinical summary to ensure that patients understand what transpired during their appointment and what to do before the next visit. To determine whether clinical sum...
Leveraging Artificial Intelligence for Digital Symptom Management in Oncology: The Development of CRCWeb.
JMIR cancer
Jun 16, 2025
Digital health interventions offer promise for scalable and accessible health care, but access is still limited by some participatory challenges, especially for disadvantaged families facing limited health literacy, language barriers, low income, or ...
PRECISE framework: Enhanced radiology reporting with GPT for improved readability, reliability, and patient-centered care.
European journal of radiology
Jun 1, 2025
BACKGROUND: The PRECISE framework, defined as Patient-Focused Radiology Reports with Enhanced Clarity and Informative Summaries for Effective Communication, leverages GPT-4 to create patient-friendly summaries of radiology reports at a sixth-grade re...
Bridging the gap: Evaluating ChatGPT-generated, personalized, patient-centered prostate biopsy reports.
American journal of clinical pathology
May 17, 2025
OBJECTIVE: The highly specialized language used in prostate biopsy pathology reports coupled with low rates of health literacy leave some patients unable to comprehend their medical information. Patients' use of online search engines can lead to misi...
Predicting health literacy in Brazil: a machine learning approach.
Health promotion international
May 13, 2025
Health literacy is essential for promoting well-being and the ability to make informed decisions. We investigated the level of health literacy in Brazil and identified the predictive factors that influence it. Our data contribute to the international...
The Effectiveness of a Custom AI Chatbot for Type 2 Diabetes Mellitus Health Literacy: Development and Evaluation Study.
Journal of medical Internet research
May 5, 2025
BACKGROUND: People living with chronic diseases are increasingly seeking health information online. For individuals with diabetes, traditional educational materials often lack reliability and fail to engage or empower them effectively. Innovative app...
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