Can machine learning complement traditional medical device surveillance? A case study of dual-chamber implantable cardioverter-defibrillators

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Can machine learning complement traditional medical device surveillance? A case study of dual-chamber implantable cardioverter-defibrillators

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2017 nî lūn-bûn

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2017年の論文

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2017年論文

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2017年論文

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2017年論文

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2017年論文

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Can machine learning complemen ...... le cardioverter-defibrillators

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Can machine learning complemen ...... le cardioverter-defibrillators

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Can machine learning complemen ...... le cardioverter-defibrillators

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P1476

Can machine learning complemen ...... le cardioverter-defibrillators

@en

P2093

Craig S Parzynski

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Danica Marinac-Dabic

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Ginger M Gamble

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Isuru Ranasinghe

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James V Freeman

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Jeptha P Curtis

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Jonathan Bates

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Joseph G Akar

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Joseph S Ross

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Nihar R Desai

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P2860

2012 ACCF/AHA/HRS focused update of the 2008 guidelines for device-based therapy of cardiac rhythm abnormalities: a report of the American College of Cardiology Foundation/American Heart Association Task Force on Practice Guidelines and the Heart Rh

Cardiovascular care facts: a report from the national cardiovascular data registry: 2011

2013 ACCF/AHA guideline for the management of heart failure: executive summary: a report of the American College of Cardiology Foundation/American Heart Association Task Force on practice guidelines

The National Cardiovascular Data Registry (NCDR) Data Quality Brief: the NCDR Data Quality Program in 2012.

Variation among hospitals in selection of higher-cost, "higher-tech," implantable cardioverter-defibrillators: data from the National Cardiovascular Data Registry (NCDR) Implantable Cardioverter/Defibrillator (ICD) Registry.

Big data and new knowledge in medicine: the thinking, training, and tools needed for a learning health system.

The Food and Drug Administration's unique device identification system: better postmarket data on the safety and effectiveness of medical devices.

The data extraction and longitudinal trend analysis network study of distributed automated postmarket cardiovascular device safety surveillance

HRS/ACC/AHA expert consensus statement on the use of implantable cardioverter-defibrillator therapy in patients who are not included or not well represented in clinical trials.

Review of the registry's fourth year, incorporating lead data and pediatric ICD procedures, and use as a national performance measure.

P304

165-188

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scholarly article

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10.2147/MDER.S138158

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P478

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Harlan M. Krumholz

Frederick Masoudi

P577

2017-08-16T00:00:00Z

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P698

28860874

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P921

defibrillator

machine learning

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5566316

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