AIMC Topic: Needs Assessment
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Assessing training needs and influencing factors among personnel at centers for disease control and prevention in northeast China: a cross-sectional study framed by SDT and TPB using machine learning techniques.
BMC public health
Jun 10, 2025
OBJECTIVES: Training public health personnel is crucial for enhancing the capacity of public health systems. However, existing research often falls short in providing a comprehensive theoretical framework and fails to account for the intricate interp...
Learning to Teach AI: Understanding the Needs of Healthcare Professionals.
Studies in health technology and informatics
Feb 18, 2025
As Artificial Intelligence (AI) technologies become more integrated into clinical settings to optimize care, healthcare professionals (HCPs) will need to become more adept in responsibly using these novel technologies to augment patient care. A quali...
Bridging Gaps with Generative AI: Enhancing Hypertension Monitoring Through Patient and Provider Insights.
Studies in health technology and informatics
Aug 22, 2024
This study introduces a Generative Artificial Intelligence (GenAI) assistant designed to address key challenges in Remote Patient Monitoring (RPM) for hypertension. After a comprehensive needs assessment from clinicians and patients, we identified pi...
Monitoring, Physiologic
Natural Language Processing
Physician-Patient Relations
Telemedicine
Surveys and Questionnaires
Health Knowledge, Attitudes, Practice
Hypertension
Evidence Gaps
Stakeholder Participation
Patient Participation
Needs Assessment
Physicians
Reproducibility of Results
Humans
Digital Health
Artificial Intelligence Readiness, Perceptions, and Educational Needs Among Dental Students: A Cross-Sectional Study.
Clinical and experimental dental research
Aug 1, 2024
OBJECTIVES: With Artificial Intelligence (AI) profoundly affecting education, ensuring that students in health disciplines are ready to embrace AI is essential for their future workforce integration. This study aims to explore dental students' readin...
Using Generative AI to Translate Administrative Claims Data into Narrative Summaries for Palliative Care Needs Assessment: A Case Study.
Studies in health technology and informatics
Jul 24, 2024
Community-based palliative care is a useful, but underutilized service to support seriously ill older adults to remain safely at home and improve quality of life. Clinical decision support tools can assist palliative care need assessments if presente...
Predicting the Need For Vasopressors in the Intensive Care Unit Using an Attention Based Deep Learning Model.
Shock (Augusta, Ga.)
Jul 1, 2021
BACKGROUND: Previous models on prediction of shock mostly focused on septic shock and often required laboratory results in their models. The purpose of this study was to use deep learning approaches to predict vasopressor requirement for critically i...
Implementation of Enterprise Imaging Strategy at a Chinese Tertiary Hospital.
Journal of digital imaging
Aug 1, 2018
Medical images have become increasingly important in clinical practice and medical research, and the need to manage images at the hospital level has become urgent in China. To unify patient identification in examinations from different medical specia...
Identifying Distinct Subgroups of ICU Patients: A Machine Learning Approach.
Critical care medicine
Oct 1, 2017
OBJECTIVES: Identifying subgroups of ICU patients with similar clinical needs and trajectories may provide a framework for more efficient ICU care through the design of care platforms tailored around patients' shared needs. However, objective methods...
Assessing User Needs and Requirements for Assistive Robots at Home.
Studies in health technology and informatics
Jan 1, 2015
'Robots in healthcare' is a very trending topic. This paper gives an overview of currently and commonly used methods to gather user needs and requirements in research projects in the field of assistive robotics. Common strategies between authors are ...
Real-time Data Fusion Platforms: The Need of Multi-dimensional Data-driven Research in Biomedical Informatics.
Studies in health technology and informatics
Jan 1, 2015
Systems designed to expedite data preprocessing tasks such as data discovery, interpretation, and integration that are required before data analysis drastically impact the pace of biomedical informatics research. Current commercial interactive and re...
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