Developing and validating an electronic health record-based frailty index in pre-operative settings using machine learning

Impact of preoperative laboratory frailty index on mortality and clinical outcomes in older surgical patients with cancer

(2022) Yoonjoo Kim et al.   Scientific Reports

Measurement and prognosis of frail patients undergoing transcatheter aortic valve implantation: a systematic review and meta-analysis

(2021) Zhe Li et al.   BMJ Open

Machine Learning for Geriatric Clinical Care: Opportunities and Challenges

(2021) Nazila Javadi-Pashaki et al.   Annals of Geriatric Medicine and Research

Role of Frailty in Identifying Benefit From Transcatheter Versus Surgical Aortic Valve Replacement

(2021) Jordan B. Strom et al.   Circulation-Cardiovascular Quality and Outcomes

Accurate Prediction of Coronary Heart Disease for Patients With Hypertension From Electronic Health Records With Big Data and Machine-Learning Methods: Model Development and Performance Evaluation

(2020) Zhenzhen Du et al.   JMIR Medical Informatics

Frailty Screening Using the Electronic Health Record within a Medicare Accountable Care Organization

(2019) Nicholas M Pajewski et al.   JOURNALS OF GERONTOLOGY SERIES A-BIOLOGICAL SCIENCES AND MEDICAL SCIENCES

Feasibility and Rationale for Incorporating Frailty and Cognitive Screening Protocols in a Preoperative Anesthesia Clinic

(2019) Shawna Amini et al.   ANESTHESIA AND ANALGESIA

Association of Preoperative Patient Frailty and Operative Stress With Postoperative Mortality

(2019) Myrick C. Shinall et al.   JAMA Surgery

Frailty is Associated with an Increased Risk of Major Adverse Outcomes in Elderly Patients Following Surgical Treatment of Hip Fracture

(2019) Chiu-Liang Chen et al.   Scientific Reports

Derivation and Validation of a Generalizable Preoperative Frailty Index Using Population-based Health Administrative Data

(2018) Daniel I. McIsaac et al.   ANNALS OF SURGERY

Development and validation of a Hospital Frailty Risk Score focusing on older people in acute care settings using electronic hospital records: an observational study

(2018) Thomas Gilbert et al.   LANCET

Validation of a Claims-Based Frailty Index Against Physical Performance and Adverse Health Outcomes in the Health and Retirement Study

(2018) Dae Hyun Kim et al.   JOURNALS OF GERONTOLOGY SERIES A-BIOLOGICAL SCIENCES AND MEDICAL SCIENCES

Machine learning models in electronic health records can outperform conventional survival models for predicting patient mortality in coronary artery disease

(2018) Andrew J. Steele et al.   PLoS One

The Burden of Frailty Among U.S. Veterans and Its Association With Mortality, 2002–2012

(2018) Ariela R Orkaby et al.   JOURNALS OF GERONTOLOGY SERIES A-BIOLOGICAL SCIENCES AND MEDICAL SCIENCES

Unintended Consequences of Machine Learning in Medicine

(2017) Federico Cabitza et al.   JAMA-JOURNAL OF THE AMERICAN MEDICAL ASSOCIATION

Measuring Frailty in Medicare Data: Development and Validation of a Claims-Based Frailty Index

(2017) Dae Hyun Kim et al.   JOURNALS OF GERONTOLOGY SERIES A-BIOLOGICAL SCIENCES AND MEDICAL SCIENCES

Artificial intelligence in health care: within touching distance

(2017) The Lancet   LANCET

Development of a Claims-based Frailty Indicator Anchored to a Well-established Frailty Phenotype

(2017) Jodi B. Segal et al.   MEDICAL CARE

Development and validation of an electronic frailty index using routine primary care electronic health record data

(2016) Andrew Clegg et al.   AGE AND AGEING

Factors Influencing Transitions Between Frailty States in Elderly Adults: The Progetto Veneto Anziani Longitudinal Study

(2016) Caterina Trevisan et al.   JOURNAL OF THE AMERICAN GERIATRICS SOCIETY

Characterizing Frailty Status in the Systolic Blood Pressure Intervention Trial

(2016) Nicholas M. Pajewski et al.   JOURNALS OF GERONTOLOGY SERIES A-BIOLOGICAL SCIENCES AND MEDICAL SCIENCES

Frailty and post-operative outcomes in older surgical patients: a systematic review

(2016) Hui-Shan Lin et al.   BMC Geriatrics

Best practice guidelines for the management of frailty: a British Geriatrics Society, Age UK and Royal College of General Practitioners report

(2014) Gill Turner et al.   AGE AND AGEING

Measuring frailty using claims data for pharmacoepidemiologic studies of mortality in older adults: evidence and recommendations

(2014) Dae Hyun Kim et al.   PHARMACOEPIDEMIOLOGY AND DRUG SAFETY

Grip Strength across the Life Course: Normative Data from Twelve British Studies

(2014) Richard M. Dodds et al.   PLoS One

Simple frailty score predicts postoperative complications across surgical specialties

(2013) Thomas N. Robinson et al.   AMERICAN JOURNAL OF SURGERY

Operationalization of Frailty Using Eight Commonly Used Scales and Comparison of Their Ability to Predict All-Cause Mortality

(2013) Olga Theou et al.   JOURNAL OF THE AMERICAN GERIATRICS SOCIETY

Frailty Consensus: A Call to Action

(2013) John E. Morley et al.   Journal of the American Medical Directors Association

Accumulated Frailty Characteristics Predict Postoperative Discharge Institutionalization in the Geriatric Patient

(2011) Thomas N. Robinson et al.   JOURNAL OF THE AMERICAN COLLEGE OF SURGEONS

Frailty as a Predictor of Surgical Outcomes in Older Patients

(2010) Martin A. Makary et al.   JOURNAL OF THE AMERICAN COLLEGE OF SURGEONS

The I.A.N.A. task force on frailty assessment of older people in clinical practice

(2008) G. Abellan Van Kan et al.   Journal of Nutrition Health & Aging