Deep learning predicts hip fracture using confounding patient and healthcare variables

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Location: Deutsche Nationalbibliothek Frankfurt am Main

ISSN: 2398-6352

Extent: Online-Ressource

Language: Englisch

Notes: online resource.

Bibliographic citation: Deep learning predicts hip fracture using confounding patient and healthcare variables ; volume:2 ; number:1 ; day:30 ; month:4 ; year:2019 ; pages:1-10 ; date:12.2019
npj digital medicine ; 2, Heft 1 (30.4.2019), 1-10, 12.2019

Creator: Badgeley, Marcus A.
Zech, John R.
Oakden-Rayner, Luke
Glicksberg, Benjamin S.
Liu, Manway
Gale, William
McConnell, Michael V.
Percha, Bethany
Snyder, Thomas M.
Dudley, Joel T.

Contributor: SpringerLink (Online service)

DOI: 10.1038/s41746-019-0105-1

URN: urn:nbn:de:101:1-2019051722094979566795

Rights: Open Access; Der Zugriff auf das Objekt ist unbeschränkt möglich.

Last update: 14.08.2025, 11:01 AM CEST

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Associated

Badgeley, Marcus A.
Zech, John R.
Oakden-Rayner, Luke
Glicksberg, Benjamin S.
Liu, Manway
Gale, William
McConnell, Michael V.
Percha, Bethany
Snyder, Thomas M.
Dudley, Joel T.
SpringerLink (Online service)

Other Objects (12)

$Hip fracture predicts subsequent hip fracture: a retrospective observational study to support a call to early hip fracture prevention efforts in post-fracture patients$

Hip fracture predicts subsequent hip fracture: a retrospective observational study to support a call to early hip fracture prevention efforts in post-fracture patients

$Controlling nutritional status score predicts postoperative complications after hip fracture surgery$

Controlling nutritional status score predicts postoperative complications after hip fracture surgery

$Goldman score, but not Detsky or Lee indices, predicts mortality 6 months after hip fracture$

Goldman score, but not Detsky or Lee indices, predicts mortality 6 months after hip fracture

$Charlson comorbidity index predicts the 10-year survivorship of the operatively treated hip fracture patients$

Charlson comorbidity index predicts the 10-year survivorship of the operatively treated hip fracture patients

$Cardiac overscreening hip fracture patients$

Cardiac overscreening hip fracture patients

$The Korean hip fracture registry study$

The Korean hip fracture registry study

$Hip fracture in hospitalized medical patients$

Hip fracture in hospitalized medical patients

$Epidemiology of hip fracture in Botswana$

Epidemiology of hip fracture in Botswana

$Geriatric rehabilitation care after hip fracture$

Geriatric rehabilitation care after hip fracture

Preoperative hip abductor strength predicts discharge destination after total hip arthroplasty

$The ASA score predicts infections, cardiovascular complications, and hospital readmissions after hip fracture - A nationwide cohort study$

The ASA score predicts infections, cardiovascular complications, and hospital readmissions after hip fracture - A nationwide cohort study

$Mortality and re-fracture rates in low trauma hip fracture$

Mortality and re-fracture rates in low trauma hip fracture

$Hip fracture predicts subsequent hip fracture: a retrospective observational study to support a call to early hip fracture prevention efforts in post-fracture patients$

Hip fracture predicts subsequent hip fracture: a retrospective observational study to support a call to early hip fracture prevention efforts in post-fracture patients

$Controlling nutritional status score predicts postoperative complications after hip fracture surgery$

Controlling nutritional status score predicts postoperative complications after hip fracture surgery

$Goldman score, but not Detsky or Lee indices, predicts mortality 6 months after hip fracture$

Goldman score, but not Detsky or Lee indices, predicts mortality 6 months after hip fracture

$Charlson comorbidity index predicts the 10-year survivorship of the operatively treated hip fracture patients$

Charlson comorbidity index predicts the 10-year survivorship of the operatively treated hip fracture patients

$Cardiac overscreening hip fracture patients$

Cardiac overscreening hip fracture patients

$The Korean hip fracture registry study$

The Korean hip fracture registry study

$Hip fracture in hospitalized medical patients$

Hip fracture in hospitalized medical patients

$Epidemiology of hip fracture in Botswana$

Epidemiology of hip fracture in Botswana

$Geriatric rehabilitation care after hip fracture$

Geriatric rehabilitation care after hip fracture

Preoperative hip abductor strength predicts discharge destination after total hip arthroplasty

$The ASA score predicts infections, cardiovascular complications, and hospital readmissions after hip fracture - A nationwide cohort study$

The ASA score predicts infections, cardiovascular complications, and hospital readmissions after hip fracture - A nationwide cohort study

$Mortality and re-fracture rates in low trauma hip fracture$

Mortality and re-fracture rates in low trauma hip fracture

$Hip fracture predicts subsequent hip fracture: a retrospective observational study to support a call to early hip fracture prevention efforts in post-fracture patients$

Hip fracture predicts subsequent hip fracture: a retrospective observational study to support a call to early hip fracture prevention efforts in post-fracture patients

$Controlling nutritional status score predicts postoperative complications after hip fracture surgery$

Controlling nutritional status score predicts postoperative complications after hip fracture surgery

$Goldman score, but not Detsky or Lee indices, predicts mortality 6 months after hip fracture$

Goldman score, but not Detsky or Lee indices, predicts mortality 6 months after hip fracture

$Charlson comorbidity index predicts the 10-year survivorship of the operatively treated hip fracture patients$

Charlson comorbidity index predicts the 10-year survivorship of the operatively treated hip fracture patients

$Cardiac overscreening hip fracture patients$

Cardiac overscreening hip fracture patients

$The Korean hip fracture registry study$

The Korean hip fracture registry study

$Hip fracture in hospitalized medical patients$

Hip fracture in hospitalized medical patients

$Epidemiology of hip fracture in Botswana$

Epidemiology of hip fracture in Botswana

$Geriatric rehabilitation care after hip fracture$

Geriatric rehabilitation care after hip fracture

Preoperative hip abductor strength predicts discharge destination after total hip arthroplasty

$The ASA score predicts infections, cardiovascular complications, and hospital readmissions after hip fracture - A nationwide cohort study$

The ASA score predicts infections, cardiovascular complications, and hospital readmissions after hip fracture - A nationwide cohort study

$Mortality and re-fracture rates in low trauma hip fracture$

Mortality and re-fracture rates in low trauma hip fracture

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Deep learning predicts hip fracture using confounding patient and healthcare variables

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Other Objects (12)

Hip fracture predicts subsequent hip fracture: a retrospective observational study to support a call to early hip fracture prevention efforts in post-fracture patients

Controlling nutritional status score predicts postoperative complications after hip fracture surgery

Goldman score, but not Detsky or Lee indices, predicts mortality 6 months after hip fracture

Charlson comorbidity index predicts the 10-year survivorship of the operatively treated hip fracture patients

Cardiac overscreening hip fracture patients

The Korean hip fracture registry study

Hip fracture in hospitalized medical patients

Epidemiology of hip fracture in Botswana

Geriatric rehabilitation care after hip fracture

Preoperative hip abductor strength predicts discharge destination after total hip arthroplasty

The ASA score predicts infections, cardiovascular complications, and hospital readmissions after hip fracture - A nationwide cohort study

Mortality and re-fracture rates in low trauma hip fracture

Hip fracture predicts subsequent hip fracture: a retrospective observational study to support a call to early hip fracture prevention efforts in post-fracture patients

Controlling nutritional status score predicts postoperative complications after hip fracture surgery

Goldman score, but not Detsky or Lee indices, predicts mortality 6 months after hip fracture

Charlson comorbidity index predicts the 10-year survivorship of the operatively treated hip fracture patients

Cardiac overscreening hip fracture patients

The Korean hip fracture registry study

Hip fracture in hospitalized medical patients

Epidemiology of hip fracture in Botswana

Geriatric rehabilitation care after hip fracture

Preoperative hip abductor strength predicts discharge destination after total hip arthroplasty

The ASA score predicts infections, cardiovascular complications, and hospital readmissions after hip fracture - A nationwide cohort study

Mortality and re-fracture rates in low trauma hip fracture

Hip fracture predicts subsequent hip fracture: a retrospective observational study to support a call to early hip fracture prevention efforts in post-fracture patients

Controlling nutritional status score predicts postoperative complications after hip fracture surgery

Goldman score, but not Detsky or Lee indices, predicts mortality 6 months after hip fracture

Charlson comorbidity index predicts the 10-year survivorship of the operatively treated hip fracture patients

Cardiac overscreening hip fracture patients

The Korean hip fracture registry study

Hip fracture in hospitalized medical patients

Epidemiology of hip fracture in Botswana

Geriatric rehabilitation care after hip fracture

Preoperative hip abductor strength predicts discharge destination after total hip arthroplasty

The ASA score predicts infections, cardiovascular complications, and hospital readmissions after hip fracture - A nationwide cohort study

Mortality and re-fracture rates in low trauma hip fracture

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