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Literature DB >> 31000806

How to develop machine learning models for healthcare.

Po-Hsuan Cameron Chen¹, Yun Liu², Lily Peng².

Abstract

Mesh：

Year: 2019 PMID： 31000806 DOI： 10.1038/s41563-019-0345-0

Source DB: PubMed Journal: Nat Mater ISSN： 1476-1122 Impact factor: 43.841

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33 in total

1. 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

2. Machine-Learning Implementation in Clinical Anesthesia: Opportunities and Challenges.

Authors: Danton S Char; Alyssa Burgart
Journal: Anesth Analg Date: 2020-06 Impact factor: 5.108

Review 3. Machine Learning in Pituitary Surgery.

Authors: Vittorio Stumpo; Victor E Staartjes; Luca Regli; Carlo Serra
Journal: Acta Neurochir Suppl Date: 2022

4. Prediction for the Risk of Multiple Chronic Conditions Among Working Population in the United States With Machine Learning Models.

Authors: Jingmei Yang; Xinglong Ju; Feng Liu; Onur Asan; Timothy Church; Jeff Smith
Journal: IEEE Open J Eng Med Biol Date: 2021-10-06

Review 5. 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

6. Using machine learning to construct nomograms for patients with metastatic colon cancer.

Authors: B Zhao; R A Gabriel; F Vaida; S Eisenstein; G T Schnickel; J K Sicklick; B M Clary
Journal: Colorectal Dis Date: 2020-02-16 Impact factor: 3.788

7. Use of deep learning to develop continuous-risk models for adverse event prediction from electronic health records.

Authors: Christopher Nielson; Martin G Seneviratne; Joseph R Ledsam; Shakir Mohamed; Nenad Tomašev; Natalie Harris; Sebastien Baur; Anne Mottram; Xavier Glorot; Jack W Rae; Michal Zielinski; Harry Askham; Andre Saraiva; Valerio Magliulo; Clemens Meyer; Suman Ravuri; Ivan Protsyuk; Alistair Connell; Cían O Hughes; Alan Karthikesalingam; Julien Cornebise; Hugh Montgomery; Geraint Rees; Chris Laing; Clifton R Baker; Thomas F Osborne; Ruth Reeves; Demis Hassabis; Dominic King; Mustafa Suleyman; Trevor Back
Journal: Nat Protoc Date: 2021-05-05 Impact factor: 13.491