Literature DB >> 30646089

Machine Learning for Prediction in Electronic Health Data.

Sherri Rose1.   

Abstract

Mesh：

Year:  2018        PMID： 30646089     DOI： 10.1001/jamanetworkopen.2018.1404

Source DB:  PubMed          Journal:  JAMA Netw Open        ISSN： 2574-3805


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  19 in total

1.  Predicting 5- and 10-Year Mortality Risk in Older Adults With Diabetes.

Authors:  Kevin N Griffith; Julia C Prentice; David C Mohr; Paul R Conlin
Journal:  Diabetes Care       Date:  2020-06-19       Impact factor: 19.112

2.  A Review of Challenges and Opportunities in Machine Learning for Health.

Authors:  Marzyeh Ghassemi; Tristan Naumann; Peter Schulam; Andrew L Beam; Irene Y Chen; Rajesh Ranganath
Journal:  AMIA Jt Summits Transl Sci Proc       Date:  2020-05-30

3.  Hospitalization Risk During Chemotherapy for Advanced Cancer: Development and Validation of Risk Stratification Models Using Real-World Data.

Authors:  Gabriel A Brooks; Hajime Uno; Erin J Aiello Bowles; Alexander R Menter; Maureen O'Keeffe-Rosetti; Anna N A Tosteson; Debra P Ritzwoller; Deborah Schrag
Journal:  JCO Clin Cancer Inform       Date:  2019-04

4.  Machine Learning and Intracranial Aneurysms: From Detection to Outcome Prediction.

Authors:  Vittorio Stumpo; Victor E Staartjes; Giuseppe Esposito; Carlo Serra; Luca Regli; Alessandro Olivi; Carmelo Lucio Sturiale
Journal:  Acta Neurochir Suppl       Date:  2022

5.  Revisiting performance metrics for prediction with rare outcomes.

Authors:  Samrachana Adhikari; Sharon-Lise Normand; Jordan Bloom; David Shahian; Sherri Rose
Journal:  Stat Methods Med Res       Date:  2021-09-01       Impact factor: 2.494

6.  Can Variables From the Electronic Health Record Identify Delirium at Bedside?

Authors:  Ariba Khan; Kayla Heslin; Michelle Simpson; Michael L Malone
Journal:  J Patient Cent Res Rev       Date:  2022-07-18

7.  Delirium prediction in the ICU: designing a screening tool for preventive interventions.

Authors:  Anirban Bhattacharyya; Seyedmostafa Sheikhalishahi; Heather Torbic; Wesley Yeung; Tiffany Wang; Jennifer Birst; Abhijit Duggal; Leo Anthony Celi; Venet Osmani
Journal:  JAMIA Open       Date:  2022-06-10

8.  Dynamic ensemble prediction of cognitive performance in spaceflight.

Authors:  Danni Tu; Mathias Basner; Michael G Smith; E Spencer Williams; Valerie E Ryder; Amelia A Romoser; Adrian Ecker; Daniel Aeschbach; Alexander C Stahn; Christopher W Jones; Kia Howard; Marc Kaizi-Lutu; David F Dinges; Haochang Shou
Journal:  Sci Rep       Date:  2022-06-30       Impact factor: 4.996

9.  Discussion on "Approval policies for modifications to machine learning-based software as a medical device: A study of biocreep" by Jean Feng, Scott Emerson, and Noah Simon.

Authors:  Sherri Rose
Journal:  Biometrics       Date:  2020-10-11       Impact factor: 2.571

10.  Improving classification based on physical surface tension-neural net for the prediction of psychosocial-risk level in public school teachers.

Authors:  Rodolfo Mosquera Navarro; Omar Danilo Castrillón; Liliana Parra Osorio; Tiago Oliveira; Paulo Novais; José Fernando Valencia
Journal:  PeerJ Comput Sci       Date:  2021-05-26
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