Development of a Machine Learning Model Using Limited Features to Predict 6-Month Mortality at Treatment Decision Points for Patients With Advanced Solid Tumors

Determining lines of therapy in patients with solid cancers: a proposed new systematic and comprehensive framework

(2021) Kamal S. Saini et al.   BRITISH JOURNAL OF CANCER

Development of patient reported outcomes-based machine learning algorithm for the six-month mortality prediction in patients with advanced cancer.

(2021) Ishwaria Mohan Subbiah et al.   JOURNAL OF CLINICAL ONCOLOGY

End‐of‐life quality metrics among medicare decedents at minority‐serving cancer centers: A retrospective study

(2020) Garrett T. Wasp et al.   Cancer Medicine

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

Aggressive Care near the End of Life for Cancer Patients in Medicare Accountable Care Organizations

(2019) Hyosin Kim et al.   JOURNAL OF THE AMERICAN GERIATRICS SOCIETY

Predictors of Posthospital Transitions of Care in Patients With Advanced Cancer

(2018) Daniel E. Lage et al.   JOURNAL OF CLINICAL ONCOLOGY

A Rules-Based Algorithm to Prioritize Poor Prognosis Cancer Patients in Need of Advance Care Planning

(2018) Christine M. Bestvina et al.   JOURNAL OF PALLIATIVE MEDICINE

Development of Imminent Mortality Predictor for Advanced Cancer (IMPAC), a Tool to Predict Short-Term Mortality in Hospitalized Patients With Advanced Cancer

(2018) Kerin Adelson et al.   Journal of Oncology Practice

Potential Biases in Machine Learning Algorithms Using Electronic Health Record Data

(2018) Milena A. Gianfrancesco et al.   JAMA Internal Medicine

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

Aggressive End-of-Life Care for Metastatic Cancer Patients Younger Than Age 65 Years

(2017) Aaron D Falchook et al.   JNCI-Journal of the National Cancer Institute

Aggressive End-of-Life Care for Metastatic Cancer Patients Younger Than Age 65 Years

(2017) Aaron D Falchook et al.   JNCI-Journal of the National Cancer Institute

Using and understanding cross-validation strategies. Perspectives on Saeb et al.

(2017) Max A Little et al.   GigaScience

The need to approximate the use-case in clinical machine learning

(2017) Sohrab Saeb et al.   GigaScience

Transparent Reporting of a multivariable prediction model for Individual Prognosis Or Diagnosis (TRIPOD): The TRIPOD Statement

(2015) Gary S. Collins et al.   ANNALS OF INTERNAL MEDICINE

Diagnostic Criteria for the Classification of Cancer-Associated Weight Loss

(2015) Lisa Martin et al.   JOURNAL OF CLINICAL ONCOLOGY

Prognostication of Survival in Patients with Advanced Cancer: Predicting the Unpredictable?

(2015) David Hui   Cancer Control

Chemotherapy Use, Performance Status, and Quality of Life at the End of Life

(2015) Holly G. Prigerson et al.   JAMA Oncology

Confidence limits, error bars and method comparison in molecular modeling. Part 1: The calculation of confidence intervals

(2014) A. Nicholls   JOURNAL OF COMPUTER-AIDED MOLECULAR DESIGN

A predictive model to identify hospitalized cancer patients at risk for 30-day mortality based on admission criteria via the electronic medical record

(2013) Kavitha J. Ramchandran et al.   CANCER

Concepts and Definitions for “Actively Dying,” “End of Life,” “Terminally Ill,” “Terminal Care,” and “Transition of Care”: A Systematic Review

(2013) David Hui et al.   JOURNAL OF PAIN AND SYMPTOM MANAGEMENT

End-Of-Life Care For Medicare Beneficiaries With Cancer Is Highly Intensive Overall And Varies Widely

(2012) Nancy E. Morden et al.   HEALTH AFFAIRS

American Society of Clinical Oncology Identifies Five Key Opportunities to Improve Care and Reduce Costs: The Top Five List for Oncology

(2012) Lowell E. Schnipper et al.   JOURNAL OF CLINICAL ONCOLOGY

Prospective Comparison of Prognostic Scores in Palliative Care Cancer Populations

(2012) M. Maltoni et al.   ONCOLOGIST

Longitudinal Perceptions of Prognosis and Goals of Therapy in Patients With Metastatic Non–Small-Cell Lung Cancer: Results of a Randomized Study of Early Palliative Care

(2011) Jennifer S. Temel et al.   JOURNAL OF CLINICAL ONCOLOGY

End-of-Life Discussions, Goal Attainment, and Distress at the End of Life: Predictors and Outcomes of Receipt of Care Consistent With Preferences

(2010) Jennifer W. Mack et al.   JOURNAL OF CLINICAL ONCOLOGY