AI Medical Compendium Journal:
Journal of pain and symptom management

Showing 1 to 10 of 16 articles

NLP for Analyzing Electronic Health Records and Clinical Notes in Cancer Research: A Review.

Journal of pain and symptom management Jan 31, 2025
This review examines the application of natural language processing (NLP) techniques in cancer research using electronic health records (EHRs) and clinical notes. It addresses gaps in existing literature by providing a broader perspective than previo...
Biomedical Research Humans Neoplasms Natural Language Processing Electronic Health Records
View on PubMed DOI

Large Language Models to Identify Advance Care Planning in Patients With Advanced Cancer.

Journal of pain and symptom management Nov 24, 2024
CONTEXT: Efficiently tracking Advance Care Planning (ACP) documentation in electronic heath records (EHRs) is essential for quality improvement and research efforts. The use of large language models (LLMs) offers a novel approach to this task.
Female Aged Middle Aged Documentation Neoplasms Palliative Care Large Language Models Male Natural Language Processing Humans Advance Care Planning Electronic Health Records
View on PubMed DOI

Machine Learning for Targeted Advance Care Planning in Cancer Patients: A Quality Improvement Study.

Journal of pain and symptom management Sep 3, 2024
CONTEXT: Prognostication challenges contribute to delays in advance care planning (ACP) for patients with cancer near the end of life (EOL).
Female Aged Male Machine Learning Algorithms Emergency Service, Hospital Terminal Care Advance Care Planning Middle Aged Neoplasms Humans Quality Improvement Documentation
View on PubMed DOI

Artificial Intelligence and Machine Learning in Cancer Pain: A Systematic Review.

Journal of pain and symptom management Aug 3, 2024
BACKGROUND/OBJECTIVES: Pain is a challenging multifaceted symptom reported by most cancer patients. This systematic review aims to explore applications of artificial intelligence/machine learning (AI/ML) in predicting pain-related outcomes and pain m...
Artificial Intelligence Machine Learning Cancer Pain Pain Management Humans
View on PubMed DOI

AI-Generated Content in Cancer Symptom Management: A Comparative Analysis Between ChatGPT and NCCN.

Journal of pain and symptom management Jun 26, 2024
BACKGROUND: Artificial intelligence-driven tools, like ChatGPT, are prevalent sources for online health information. Limited research has explored the congruity between AI-generated content and professional treatment guidelines. This study seeks to c...
Artificial Intelligence Neoplasms Humans Palliative Care Internet Practice Guidelines as Topic
View on PubMed DOI

Equity in Using Artificial Intelligence to Target Serious Illness Conversations for Patients With Life-Limiting Illness.

Journal of pain and symptom management Apr 11, 2023
Communication Advance Care Planning Humans Artificial Intelligence Critical Illness
View on PubMed DOI

Effect of an Artificial Intelligence Decision Support Tool on Palliative Care Referral in Hospitalized Patients: A Randomized Clinical Trial.

Journal of pain and symptom management Feb 24, 2023
CONTEXT: Palliative care services are commonly provided to hospitalized patients, but accurately predicting who needs them remains a challenge.
Humans Hospitalization Patient Readmission Artificial Intelligence Referral and Consultation Palliative Care
View on PubMed DOI

Mixed-methods evaluation of three natural language processing modeling approaches for measuring documented goals-of-care discussions in the electronic health record.

Journal of pain and symptom management Feb 16, 2022
CONTEXT: Documented goals-of-care discussions are an important quality metric for patients with serious illness. Natural language processing (NLP) is a promising approach for identifying goals-of-care discussions in the electronic health record (EHR)...
Humans Cohort Studies Natural Language Processing Prospective Studies Electronic Health Records Goals
View on PubMed DOI

Palliative Care Exposure Relative to Predicted Risk of Six-Month Mortality in Hospitalized Adults.

Journal of pain and symptom management Jan 23, 2022
CONTEXT: The optimal strategy for implementing mortality-predicting algorithms to facilitate clinical care, prognostic discussions, and palliative care interventions remains unknown.
Hospitalization Adult Male Retrospective Studies Female Cohort Studies Palliative Care Middle Aged Risk Assessment Humans Machine Learning
View on PubMed DOI

A Comparison of Models Predicting One-Year Mortality at Time of Admission.

Journal of pain and symptom management Nov 23, 2021
CONTEXT: Hospitalization provides an opportunity to address end-of-life care (EoLC) preferences if patients at risk of death can be accurately identified while in the hospital. The modified Hospital One-Year Mortality Risk (mHOMR) uses demographic an...
Hospital Mortality ROC Curve Retrospective Studies Logistic Models Hospitalization Humans Machine Learning
View on PubMed DOI
Popular Topics
Popular Journals