Spending Analysis of Machine Learning–Based Communication Nudges in Oncology
Abstract Background Serious illness conversations (SICs) in the outpatient setting may
improve mood and quality of life among patients with cancer and decrease aggressive end …
improve mood and quality of life among patients with cancer and decrease aggressive end …
Long-term effect of machine learning–triggered behavioral Nudges on serious illness conversations and end-of-life outcomes among patients with cancer: A …
Importance Serious illness conversations (SICs) between oncology clinicians and patients
are associated with improved quality of life and may reduce aggressive end-of-life care …
are associated with improved quality of life and may reduce aggressive end-of-life care …
Effect of integrating machine learning mortality estimates with behavioral nudges to clinicians on serious illness conversations among patients with cancer: a stepped …
Importance Serious illness conversations (SICs) are structured conversations between
clinicians and patients about prognosis, treatment goals, and end-of-life preferences …
clinicians and patients about prognosis, treatment goals, and end-of-life preferences …
Effect of integrating machine learning mortality estimates with behavioral nudges to increase serious illness conversions among patients with cancer: A stepped …
12002 Background: Most patients with cancer die without a documented serious illness
conversation (SIC) about prognosis and goals. Interventions that increase SICs between …
conversation (SIC) about prognosis and goals. Interventions that increase SICs between …
Clinician-and Patient-Directed Communication Strategies for Patients With Cancer at High Mortality Risk: A Cluster Randomized Trial
SU Takvorian, P Gabriel, EP Wileyto… - JAMA Network …, 2024 - jamanetwork.com
Importance Serious illness conversations (SICs) that elicit patients' values, goals, and care
preferences reduce anxiety and depression and improve quality of life, but occur …
preferences reduce anxiety and depression and improve quality of life, but occur …
[HTML][HTML] Behavioral economic implementation strategies to improve serious illness communication between clinicians and high-risk patients with cancer: protocol for a …
Abstract Background Serious illness conversations (SICs) are an evidence-based approach
to eliciting patients' values, goals, and care preferences that improve patient outcomes …
to eliciting patients' values, goals, and care preferences that improve patient outcomes …
Integrating machine-generated mortality estimates and behavioral nudges to promote serious illness conversations for cancer patients: Design and methods for a …
Introduction Patients with cancer often receive care that is not aligned with their personal
values and goals. Serious illness conversations (SICs) between clinicians and patients can …
values and goals. Serious illness conversations (SICs) between clinicians and patients can …
Impact of behavioral nudges on the quality of serious illness conversations among patients with cancer: secondary analysis of a randomized controlled trial
EH Li, W Ferrell, T Klaiman, P Kumar… - JCO Oncology …, 2022 - ascopubs.org
PURPOSE: Serious Illness Conversations (SICs) are structured conversations between
clinicians and patients about prognosis, treatment goals, and end-of-life preferences …
clinicians and patients about prognosis, treatment goals, and end-of-life preferences …
Oncologist perceptions of algorithm-based nudges to prompt early serious illness communication: a qualitative study
Background: Early serious illness conversations (SICs) about goals of care and prognosis
improve mood, quality of life, and end-of-life care quality. Algorithm-based behavioral …
improve mood, quality of life, and end-of-life care quality. Algorithm-based behavioral …
[HTML][HTML] Oncologist phenotypes and associations with response to a machine learning-based intervention to increase advance care planning: secondary analysis of a …
Background While health systems have implemented multifaceted interventions to improve
physician and patient communication in serious illnesses such as cancer, clinicians vary in …
physician and patient communication in serious illnesses such as cancer, clinicians vary in …