Literature DB >> 30903146

Machine Learning in Aging Research.

Michelle C Odden1, David Melzer2,3.   

Abstract

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Year:  2019        PMID： 30903146      PMCID： PMC7329169          DOI： 10.1093/gerona/glz074

Source DB:  PubMed          Journal:  J Gerontol A Biol Sci Med Sci        ISSN： 1079-5006            Impact factor:   6.053


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  9 in total

1.  Clustering of procoagulation, inflammation, and fibrinolysis variables with metabolic factors in insulin resistance syndrome.

Authors:  P A Sakkinen; P Wahl; M Cushman; M R Lewis; R P Tracy
Journal:  Am J Epidemiol       Date:  2000-11-15       Impact factor: 4.897

2.  Multidimensional Sleep and Mortality in Older Adults: A Machine-Learning Comparison With Other Risk Factors.

Authors:  Meredith L Wallace; Daniel J Buysse; Susan Redline; Katie L Stone; Kristine Ensrud; Yue Leng; Sonia Ancoli-Israel; Martica H Hall
Journal:  J Gerontol A Biol Sci Med Sci       Date:  2019-11-13       Impact factor: 6.053

3.  Mortality risk score prediction in an elderly population using machine learning.

Authors:  Sherri Rose
Journal:  Am J Epidemiol       Date:  2013-01-29       Impact factor: 4.897

4.  Big data. The parable of Google Flu: traps in big data analysis.

Authors:  David Lazer; Ryan Kennedy; Gary King; Alessandro Vespignani
Journal:  Science       Date:  2014-03-14       Impact factor: 47.728

5.  A GIS Approach to Identifying Socially and Medically Vulnerable Older Adult Populations in South Florida.

Authors:  Elizabeth Hames; Justin Stoler; Christopher T Emrich; Sweta Tewary; Naushira Pandya
Journal:  Gerontologist       Date:  2017-11-10

6.  Development and Validation of a Deep Learning Algorithm for Detection of Diabetic Retinopathy in Retinal Fundus Photographs.

Authors:  Varun Gulshan; Lily Peng; Marc Coram; Martin C Stumpe; Derek Wu; Arunachalam Narayanaswamy; Subhashini Venugopalan; Kasumi Widner; Tom Madams; Jorge Cuadros; Ramasamy Kim; Rajiv Raman; Philip C Nelson; Jessica L Mega; Dale R Webster
Journal:  JAMA       Date:  2016-12-13       Impact factor: 56.272

7.  Big Data and Machine Learning in Health Care.

Authors:  Andrew L Beam; Isaac S Kohane
Journal:  JAMA       Date:  2018-04-03       Impact factor: 56.272

8.  Metabolic Clusters and Outcomes in Older Adults: The Cardiovascular Health Study.

Authors:  Kenneth J Mukamal; David S Siscovick; Ian H de Boer; Joachim H Ix; Jorge R Kizer; Luc Djoussé; Annette L Fitzpatrick; Russell P Tracy; Edward J Boyko; Steven E Kahn; Alice M Arnold
Journal:  J Am Geriatr Soc       Date:  2018-02       Impact factor: 5.562

9.  Cluster analysis and patterns of findings on cranial magnetic resonance imaging of the elderly: the Cardiovascular Health Study.

Authors:  W T Longstreth; P Diehr; T A Manolio; N J Beauchamp; C A Jungreis; D Lefkowitz
Journal:  Arch Neurol       Date:  2001-04
  9 in total
  3 in total

1.  Machine Learning in Aging: An Example of Developing Prediction Models for Serious Fall Injury in Older Adults.

Authors:  Jaime Lynn Speiser; Kathryn E Callahan; Denise K Houston; Jason Fanning; Thomas M Gill; Jack M Guralnik; Anne B Newman; Marco Pahor; W Jack Rejeski; Michael E Miller
Journal:  J Gerontol A Biol Sci Med Sci       Date:  2021-03-31       Impact factor: 6.053

2.  Shared mechanisms for cognitive impairment and physical frailty: A model for complex systems.

Authors:  Lana Sargent; Mike Nalls; Elaine J Amella; Patricia W Slattum; Martina Mueller; Stefania Bandinelli; Qu Tian; Theresa Swift-Scanlan; Sarah K Lageman; Andrew Singleton
Journal:  Alzheimers Dement (N Y)       Date:  2020-07-15

3.  Machine Learning to Develop and Internally Validate a Predictive Model for Post-operative Delirium in a Prospective, Observational Clinical Cohort Study of Older Surgical Patients.

Authors:  Annie M Racine; Douglas Tommet; Madeline L D'Aquila; Tamara G Fong; Yun Gou; Patricia A Tabloski; Eran D Metzger; Tammy T Hshieh; Eva M Schmitt; Sarinnapha M Vasunilashorn; Lisa Kunze; Kamen Vlassakov; Ayesha Abdeen; Jeffrey Lange; Brandon Earp; Bradford C Dickerson; Edward R Marcantonio; Jon Steingrimsson; Thomas G Travison; Sharon K Inouye; Richard N Jones
Journal:  J Gen Intern Med       Date:  2020-10-19       Impact factor: 5.128
  3 in total

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