Literature DB >> 30943338

Machine Learning in Medicine.

Alvin Rajkomar1, Jeffrey Dean1, Isaac Kohane1.   

Abstract

Mesh：

Year:  2019        PMID： 30943338     DOI： 10.1056/NEJMra1814259

Source DB:  PubMed          Journal:  N Engl J Med        ISSN： 0028-4793            Impact factor:   91.245


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  404 in total

1.  An Interpretable Machine Learning Survival Model for Predicting Long-term Kidney Outcomes in IgA Nephropathy.

Authors:  Yingxue Li; Tingyu Chen; Tiange Chen; Xiang Li; Caihong Zeng; Zhihong Liu; Guotong Xie
Journal:  AMIA Annu Symp Proc       Date:  2021-01-25

2.  Mapping MacNew Heart Disease Quality of Life Questionnaire onto country-specific EQ-5D-5L utility scores: a comparison of traditional regression models with a machine learning technique.

Authors:  Lan Gao; Wei Luo; Utsana Tonmukayakul; Marj Moodie; Gang Chen
Journal:  Eur J Health Econ       Date:  2021-01-13

Review 3.  Designing deep learning studies in cancer diagnostics.

Authors:  Andreas Kleppe; Ole-Johan Skrede; Sepp De Raedt; Knut Liestøl; David J Kerr; Håvard E Danielsen
Journal:  Nat Rev Cancer       Date:  2021-01-29       Impact factor: 60.716

4.  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

5.  Investigation of bias in an epilepsy machine learning algorithm trained on physician notes.

Authors:  Benjamin D Wissel; Hansel M Greiner; Tracy A Glauser; Francesco T Mangano; Daniel Santel; John P Pestian; Rhonda D Szczesniak; Judith W Dexheimer
Journal:  Epilepsia       Date:  2019-08-23       Impact factor: 5.864

6.  Reaching Those at Highest Risk for Suicide: Development of a Model Using Machine Learning Methods for use With Native American Communities.

Authors:  Emily E Haroz; Colin G Walsh; Novalene Goklish; Mary F Cwik; Victoria O'Keefe; Allison Barlow
Journal:  Suicide Life Threat Behav       Date:  2019-11-06

Review 7.  Artificial intelligence in personalized cardiovascular medicine and cardiovascular imaging.

Authors:  Ikram-Ul Haq; Iqraa Haq; Bo Xu
Journal:  Cardiovasc Diagn Ther       Date:  2021-06

8.  An Automated Machine Learning Classifier for Early Childhood Caries.

Authors:  Deepti S Karhade; Jeff Roach; Poojan Shrestha; Miguel A Simancas-Pallares; Jeannie Ginnis; Zachary J S Burk; Apoena A Ribeiro; Hunyong Cho; Di Wu; Kimon Divaris
Journal:  Pediatr Dent       Date:  2021-05-15       Impact factor: 1.874

Review 9.  How Machine Learning Will Transform Biomedicine.

Authors:  Jeremy Goecks; Vahid Jalili; Laura M Heiser; Joe W Gray
Journal:  Cell       Date:  2020-04-02       Impact factor: 41.582

10.  Automated CT biomarkers for opportunistic prediction of future cardiovascular events and mortality in an asymptomatic screening population: a retrospective cohort study.

Authors:  Perry J Pickhardt; Peter M Graffy; Ryan Zea; Scott J Lee; Jiamin Liu; Veit Sandfort; Ronald M Summers
Journal:  Lancet Digit Health       Date:  2020-03-02
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