Machine Learning in Falls Prediction; A cognition-based predictor of falls for the acute neurological in-patient population

نویسندگان

  • Bilal A. Mateen
  • Matthias Bussas
  • Catherine Doogan
  • Denise Waller
  • Alessia Saverino
  • Franz J. Király
  • E. Diane Playford
چکیده

1 University College London, London, UK 2 Department of Statistical Science, University College London, London, UK 3 Therapy and Rehabilitation Services, National Hospital for Neurology & Neurosurgery, London, UK 4 Neurorehabilitation Unit, National Hospital for Neurology and Neurosurgery, London, UK 5 Wolfson Neuro Rehabilitation Centre, St Georges Hospital, London, UK 6 The Alan Turing Institute, London, UK 7 Institute of Neurology, University College London, London, UK

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

ثبت نام

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

منابع مشابه

Risk Factors for Falls among Older People: a Population-based Case-Control Study

Introduction: Falling is one of the most common problems of the elderly people with a multi factorial nature and frequent cases. This study aimed to determine the risk factors of falls in old people covered by Mashhad University of Medical Sciences.   Methods: This retrospective case-control study was conducted on 15,600 elderly participants. Data were extracted from Sina Electronic Health Re...

متن کامل

بررسی ارتباط وقوع سقوط بیمار و تعهد حرفه‌ای پرستاران

Background & Aim: Patient falling is one of the most important indicator of patient safety. Nurses have an important role in the prevention of patient falls and the improvement of patient safety standards. The current study aimed to determine the relationship between the incidence of patient falls and nurses’ professional commitment. Methods & Materials: In this cross-sectional study,300 nur...

متن کامل

Prevalence of Falls in Older People and Associated Factors in Qaemshahr, Iran 2019

 Background and purpose: Every year, 20-60% of older people experience a fall at least once. Falls account for 40% of all injury deaths at the age of 85 years and older. Medical costs and the need for traumatic ICU care in this population are three times higher than younger patients. The aim of this study was to determine the prevalence and factors associated with falls in older people living i...

متن کامل

Risk Factors for Falls in Hospital In-Patients: A Prospective Nested Case Control Study

Background Patient falls are considered a challenge to the patient’s safety in hospitals, which, in addition to increasing the length of stay and costs, may also result in severe injuries or even the death of the patient. This study aims to investigate the associations between risk factors among fallers in comparison with the control group.   Methods A prospective nested...

متن کامل

ارتباط وقوع سقوط بیماران و شرایط محیط کار پرستاران

Background & Aims: Patient falls are among the most significant threats to patient safety. Nurses play a pivotal role in maintaining and improving the standards of patient safety. The work environment of nurses is among the major influential factors in this regard. The present study aimed to investigate the association between the incidence of patient falls and work environment of nurses. Mate...

متن کامل

ذخیره در منابع من


  با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

ثبت نام

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

عنوان ژورنال:
  • CoRR

دوره abs/1607.07751  شماره 

صفحات  -

تاریخ انتشار 2016