Development of Machine Learning Algorithms Incorporating Electronic Health Record Data, Patient-Reported Outcomes, or Both to Predict Mortality for Outpatients With Cancer

Clinician perspectives on machine learning prognostic algorithms in the routine care of patients with cancer: a qualitative study

(2022) Ravi B. Parikh et al.   SUPPORTIVE CARE IN CANCER

Oncologist phenotypes and associations with response to a machine learning-based intervention to increase advance care planning: Secondary analysis of a randomized clinical trial

(2022) Eric Li et al.   PLoS One

Improvement in Patient-Reported Outcomes With Intensity-Modulated Radiotherapy (RT) Compared With Standard RT: A Report From the NRG Oncology RTOG 1203 Study

(2020) Anamaria R. Yeung et al.   JOURNAL OF CLINICAL ONCOLOGY

Association of Daily Step Count and Step Intensity With Mortality Among US Adults

(2020) Pedro F. Saint-Maurice et al.   JAMA-JOURNAL OF THE AMERICAN MEDICAL ASSOCIATION

Effect of Integrating Machine Learning Mortality Estimates With Behavioral Nudges to Clinicians on Serious Illness Conversations Among Patients With Cancer

(2020) Christopher R. Manz et al.   JAMA Oncology

Validation of a Machine Learning Algorithm to Predict 180-Day Mortality for Outpatients With Cancer

(2020) Christopher R. Manz et al.   JAMA Oncology

Automated model versus treating physician for predicting survival time of patients with metastatic cancer

(2020) Michael F Gensheimer et al.   JOURNAL OF THE AMERICAN MEDICAL INFORMATICS ASSOCIATION

Evaluating an Intervention to Improve Communication Between Oncology Clinicians and Patients With Life-Limiting Cancer

(2019) Joanna Paladino et al.   JAMA Oncology

Effect of the Serious Illness Care Program in Outpatient Oncology

(2019) Rachelle Bernacki et al.   JAMA Internal Medicine

Electronic Health Record Mortality Prediction Model for Targeted Palliative Care Among Hospitalized Medical Patients: a Pilot Quasi-experimental Study

(2019) Katherine R. Courtright et al.   JOURNAL OF GENERAL INTERNAL MEDICINE

Symptom Burden in the First Year After Cancer Diagnosis: An Analysis of Patient-Reported Outcomes

(2018) Lev D. Bubis et al.   JOURNAL OF CLINICAL ONCOLOGY

Accurate Prognostic Awareness Facilitates, Whereas Better Quality of Life and More Anxiety Symptoms Hinder End-of-Life Care Discussions: A Longitudinal Survey Study in Terminally Ill Cancer Patients' Last Six Months of Life

(2018) Siew Tzuh Tang et al.   JOURNAL OF PAIN AND SYMPTOM MANAGEMENT

OUP accepted manuscript

(2018)   JNCI-Journal of the National Cancer Institute

Overall Survival Results of a Trial Assessing Patient-Reported Outcomes for Symptom Monitoring During Routine Cancer Treatment

(2017) Ethan Basch et al.   JAMA-JOURNAL OF THE AMERICAN MEDICAL ASSOCIATION

Coping and Prognostic Awareness in Patients With Advanced Cancer

(2017) Ryan D. Nipp et al.   JOURNAL OF CLINICAL ONCOLOGY

Effects of Early Integrated Palliative Care in Patients With Lung and GI Cancer: A Randomized Clinical Trial

(2017) Jennifer S. Temel et al.   JOURNAL OF CLINICAL ONCOLOGY

Integration of Palliative Care Into Standard Oncology Care: American Society of Clinical Oncology Clinical Practice Guideline Update

(2017) Betty R. Ferrell et al.   JOURNAL OF CLINICAL ONCOLOGY

Patient-reported outcome use in oncology: a systematic review of the impact on patient-clinician communication

(2017) L. Y. Yang et al.   SUPPORTIVE CARE IN CANCER

Assessing the Clinical Impact of Risk Prediction Models With Decision Curves: Guidance for Correct Interpretation and Appropriate Use

(2016) Kathleen F. Kerr et al.   JOURNAL OF CLINICAL ONCOLOGY

Symptom Monitoring With Patient-Reported Outcomes During Routine Cancer Treatment: A Randomized Controlled Trial

(2016) Ethan Basch et al.   JOURNAL OF CLINICAL ONCOLOGY

A Systematic Review of Predictions of Survival in Palliative Care: How Accurate Are Clinicians and Who Are the Experts?

(2016) Nicola White et al.   PLoS One

Decision Curve Analysis

(2015) Mark Fitzgerald et al.   JAMA-JOURNAL OF THE AMERICAN MEDICAL ASSOCIATION

Longitudinal patterns of cancer patient reported outcomes in end of life care predict survival

(2015) George J. Stukenborg et al.   SUPPORTIVE CARE IN CANCER

Transparent reporting of a multivariable prediction model for individual prognosis or diagnosis (TRIPOD): the TRIPOD statement

(2015) G. S. Collins et al.   BMJ-British Medical Journal

Transparent reporting of a multivariable prediction model for individual prognosis or diagnosis (TRIPOD): the TRIPOD statement

(2015) G. S. Collins et al.   BMJ-British Medical Journal

Patient-Reported Outcome Performance Measures in Oncology

(2014) Ethan Basch et al.   Journal of Oncology Practice

Associations among prognostic understanding, quality of life, and mood in patients with advanced cancer

(2013) Areej El-Jawahri et al.   CANCER

Information of Imminent Death or Not: Does It Make a Difference?

(2011) Gunilla Lundquist et al.   JOURNAL OF CLINICAL ONCOLOGY

Early Palliative Care for Patients with Metastatic Non–Small-Cell Lung Cancer

(2010) Jennifer S. Temel et al.   NEW ENGLAND JOURNAL OF MEDICINE

Health Care Costs in the Last Week of Life

(2009) Baohui Zhang et al.   ARCHIVES OF INTERNAL MEDICINE

Making Difficult Discussions Easier: Using Prognosis to Facilitate Transitions to Hospice

(2009) E. Finlay et al.   CA-A CANCER JOURNAL FOR CLINICIANS

Development of physical and mental health summary scores from the patient-reported outcomes measurement information system (PROMIS) global items

(2009) Ron D. Hays et al.   QUALITY OF LIFE RESEARCH

Associations Between End-of-Life Discussions, Patient Mental Health, Medical Care Near Death, and Caregiver Bereavement Adjustment

(2008) Alexi A. Wright   JAMA-JOURNAL OF THE AMERICAN MEDICAL ASSOCIATION