Literature DB >> 28360346

Individualized Knowledge Graph: A Viable Informatics Path to Precision Medicine.

Peipei Ping1, Karol Watson2, Jiawei Han2, Alex Bui2.   

Abstract

Entities:  

Keywords:  artificial intelligence; data mining; informatics; machine learning; precision medicine

Mesh：

Year:  2017        PMID： 28360346      PMCID： PMC6847981          DOI： 10.1161/CIRCRESAHA.116.310024

Source DB:  PubMed          Journal:  Circ Res        ISSN： 0009-7330            Impact factor:   17.367


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  9 in total

1.  Identifying important risk factors for survival in patient with systolic heart failure using random survival forests.

Authors:  Eileen Hsich; Eiran Z Gorodeski; Eugene H Blackstone; Hemant Ishwaran; Michael S Lauer
Journal:  Circ Cardiovasc Qual Outcomes       Date:  2010-11-23

2.  Imaging-based observational databases for clinical problem solving: the role of informatics.

Authors:  Alex A T Bui; William Hsu; Corey Arnold; Suzie El-Saden; Denise R Aberle; Ricky K Taira
Journal:  J Am Med Inform Assoc       Date:  2013-06-17       Impact factor: 4.497

3.  A new initiative on precision medicine.

Authors:  Francis S Collins; Harold Varmus
Journal:  N Engl J Med       Date:  2015-01-30       Impact factor: 91.245

4.  Machine-Learning Algorithms to Automate Morphological and Functional Assessments in 2D Echocardiography.

Authors:  Sukrit Narula; Khader Shameer; Alaa Mabrouk Salem Omar; Joel T Dudley; Partho P Sengupta
Journal:  J Am Coll Cardiol       Date:  2016-11-29       Impact factor: 24.094

5.  Association between air pollution and coronary artery calcification within six metropolitan areas in the USA (the Multi-Ethnic Study of Atherosclerosis and Air Pollution): a longitudinal cohort study.

Authors:  Joel D Kaufman; Sara D Adar; R Graham Barr; Matthew Budoff; Gregory L Burke; Cynthia L Curl; Martha L Daviglus; Ana V Diez Roux; Amanda J Gassett; David R Jacobs; Richard Kronmal; Timothy V Larson; Ana Navas-Acien; Casey Olives; Paul D Sampson; Lianne Sheppard; David S Siscovick; James H Stein; Adam A Szpiro; Karol E Watson
Journal:  Lancet       Date:  2016-05-24       Impact factor: 79.321

6.  Precursors of sudden coronary death. Factors related to the incidence of sudden death.

Authors:  W B Kannel; J T Doyle; P M McNamara; P Quickenton; T Gordon
Journal:  Circulation       Date:  1975-04       Impact factor: 29.690

7.  The center for expanded data annotation and retrieval.

Authors:  Mark A Musen; Carol A Bean; Kei-Hoi Cheung; Michel Dumontier; Kim A Durante; Olivier Gevaert; Alejandra Gonzalez-Beltran; Purvesh Khatri; Steven H Kleinstein; Martin J O'Connor; Yannick Pouliot; Philippe Rocca-Serra; Susanna-Assunta Sansone; Jeffrey A Wiser
Journal:  J Am Med Inform Assoc       Date:  2015-06-25       Impact factor: 4.497

8.  Gender differences in the association of visceral and subcutaneous adiposity with adiponectin in African Americans: the Jackson Heart Study.

Authors:  Aurelian Bidulescu; Jiankang Liu; DeMarc A Hickson; Kristen G Hairston; Ervin R Fox; Donna K Arnett; Anne E Sumner; Herman A Taylor; Gary H Gibbons
Journal:  BMC Cardiovasc Disord       Date:  2013-02-22       Impact factor: 2.298

9.  A New Framework and Prototype Solution for Clinical Decision Support and Research in Genomics and Other Data-intensive Fields of Medicine.

Authors:  James P Evans; Kirk C Wilhelmsen; Jonathan Berg; Charles P Schmitt; Ashok Krishnamurthy; Karamarie Fecho; Stanley C Ahalt
Journal:  EGEMS (Wash DC)       Date:  2016-04-19
  9 in total
  3 in total

Review 1.  Precision Profiling of the Cardiovascular Post-Translationally Modified Proteome: Where There Is a Will, There Is a Way.

Authors:  Justyna Fert-Bober; Christopher I Murray; Sarah J Parker; Jennifer E Van Eyk
Journal:  Circ Res       Date:  2018-04-27       Impact factor: 17.367

2.  Phrase mining of textual data to analyze extracellular matrix protein patterns across cardiovascular disease.

Authors:  David A Liem; Sanjana Murali; Dibakar Sigdel; Yu Shi; Xuan Wang; Jiaming Shen; Howard Choi; John H Caufield; Wei Wang; Peipei Ping; JiaWei Han
Journal:  Am J Physiol Heart Circ Physiol       Date:  2018-05-18       Impact factor: 4.733

Review 3.  Cardiovascular informatics: building a bridge to data harmony.

Authors:  John Harry Caufield; Dibakar Sigdel; John Fu; Howard Choi; Vladimir Guevara-Gonzalez; Ding Wang; Peipei Ping
Journal:  Cardiovasc Res       Date:  2022-02-21       Impact factor: 13.081
  3 in total

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