GENERAL INFORMATION

1. Title of Dataset: 

sj-docx-7-dhj-10.1177_20552076231173225 - Supplemental material for Ensemble machine learning methods in screening electronic health records: A scoping review 

2. Authors: 

Stevens, Christophe A. T.; Lyons, Alexander R. M.; Dharmayat, Kanika I.; Mahani, Alireza; Ray, Kausik K.; Vallejo-Vaz, Antonio J.; Sharabiani, Mansour T. A.

3. Date of data collection: N/A


4. Date of data publication on repository: 2023-05-09


5. Geographic location of data collection <latitude, longitude, or city/region, Country, continent as appropriate>: N/A


6. Information about funding sources that supported the collection of the data (including research project reference/acronym): N/A


7. Recommended citation for this dataset: 

Stevens, Christophe A. T.; Lyons, Alexander R. M.; Dharmayat, Kanika I.; Mahani, Alireza; Ray, Kausik K.; Vallejo-Vaz, Antonio J.; Sharabiani, Mansour T. A.; 2023; "sj-docx-7-dhj-10.1177_20552076231173225 - Supplemental material for Ensemble machine learning methods in screening electronic health records: A scoping review [Dataset]"; Figshare; version 1; https://doi.org/10.25384/SAGE.22799337.v1

SHARING/ACCESS/CONTEXT INFORMATION

1. Usage Licenses/restrictions placed on the data (please indicate if different data files have different usage license): 

https://creativecommons.org/licenses/by/4.0/

2. Links to publications/other research outputs that cite the data: N/A


3. Links to publications/other research outputs that use the data: 

Stevens, Christophe A. T.; Lyons, Alexander R. M.; Dharmayat, Kanika I.; Mahani, Alireza; Ray, Kausik K.; Vallejo-Vaz, Antonio J.; Sharabiani, Mansour T. A. Ensemble machine learning methods in screening electronic health records: A scoping review. https://doi.org/10.1177/20552076231173225. http://hdl.handle.net/10261/350399

4. Links to other publicly accessible locations of the data: N/A


5. Links/relationships to ancillary data sets: 

Stevens, Christophe A. T.; Lyons, Alexander R. M.; Dharmayat, Kanika I.; Mahani, Alireza; Ray, Kausik K.; Vallejo-Vaz, Antonio J.; Sharabiani, Mansour T. A.; 2023; "sj-docx-1-dhj-10.1177_20552076231173225 - Supplemental material for Ensemble machine learning methods in screening electronic health records: A scoping review [Dataset]"; Figshare; version 1; https://doi.org/10.25384/SAGE.22799319.v1

Stevens, Christophe A. T.; Lyons, Alexander R. M.; Dharmayat, Kanika I.; Mahani, Alireza; Ray, Kausik K.; Vallejo-Vaz, Antonio J.; Sharabiani, Mansour T. A.; 2023; "sj-docx-2-dhj-10.1177_20552076231173225 - Supplemental material for Ensemble machine learning methods in screening electronic health records: A scoping review [Dataset]"; Figshare; version 1; https://doi.org/10.25384/SAGE.22799322.v1

Stevens, Christophe A. T.; Lyons, Alexander R. M.; Dharmayat, Kanika I.; Mahani, Alireza; Ray, Kausik K.; Vallejo-Vaz, Antonio J.; Sharabiani, Mansour T. A.; 2023; "sj-docx-3-dhj-10.1177_20552076231173225 - Supplemental material for Ensemble machine learning methods in screening electronic health records: A scoping review [Dataset]"; Figshare; version 1; https://doi.org/10.25384/SAGE.22799325.v1

Stevens, Christophe A. T.; Lyons, Alexander R. M.; Dharmayat, Kanika I.; Mahani, Alireza; Ray, Kausik K.; Vallejo-Vaz, Antonio J.; Sharabiani, Mansour T. A.; 2023; "sj-docx-4-dhj-10.1177_20552076231173225 - Supplemental material for Ensemble machine learning methods in screening electronic health records: A scoping review [Dataset]"; Figshare; version 1; https://doi.org/10.25384/SAGE.22799328.v1

Stevens, Christophe A. T.; Lyons, Alexander R. M.; Dharmayat, Kanika I.; Mahani, Alireza; Ray, Kausik K.; Vallejo-Vaz, Antonio J.; Sharabiani, Mansour T. A.; 2023; "sj-docx-5-dhj-10.1177_20552076231173225 - Supplemental material for Ensemble machine learning methods in screening electronic health records: A scoping review [Dataset]"; Figshare; version 1; https://doi.org/10.25384/SAGE.22799331.v1

Stevens, Christophe A. T.; Lyons, Alexander R. M.; Dharmayat, Kanika I.; Mahani, Alireza; Ray, Kausik K.; Vallejo-Vaz, Antonio J.; Sharabiani, Mansour T. A.; 2023; "sj-docx-6-dhj-10.1177_20552076231173225 - Supplemental material for Ensemble machine learning methods in screening electronic health records: A scoping review [Dataset]"; Figshare; version 1; https://doi.org/10.25384/SAGE.22799334.v1

Stevens, Christophe A. T.; Lyons, Alexander R. M.; Dharmayat, Kanika I.; Mahani, Alireza; Ray, Kausik K.; Vallejo-Vaz, Antonio J.; Sharabiani, Mansour T. A.; 2023; "sj-docx-8-dhj-10.1177_20552076231173225 - Supplemental material for Ensemble machine learning methods in screening electronic health records: A scoping review [Dataset]"; Figshare; version 1; https://doi.org/10.25384/SAGE.22799340.v1

6. Was data derived from another source? If so, please add link where such work is located: N/A


DATA & FILE OVERVIEW

1. File List: 

sj-docx-7-dhj-10.1177_20552076231173225: Supplemental Table 1. Type of studies in the selected articles

2. Relationship between files, if important: 

Supplemental material for Ensemble machine learning methods in screening electronic health records: A scoping review by Christophe AT Stevens, Alexander RM Lyons, Kanika I Dharmayat, Alireza Mahani, Kausik K Ray, Antonio J Vallejo-Vaz and Mansour TA Sharabiani in DIGITAL HEALTH

3. Additional related data collected that was not included in the current data package: N/A


4. Are there multiple versions of the dataset? If so, please indicate where they are located: N/A


METHODOLOGICAL INFORMATION

1. Description of methods used for collection/generation of data: N/A


2. Methods for processing the data: N/A


3. Instrument- or software-specific information needed to interpret/reproduce the data, please indicate their location: N/A


4. Standards and calibration information, if appropriate: N/A


5. Environmental/experimental conditions: N/A


6. Describe any quality-assurance procedures performed on the data: N/A


7. People involved with sample collection, processing, analysis and/or submission, please specify using CREDIT roles https://credit.niso.org/: N/A


8. Author contact information: N/A


DATA-SPECIFIC INFORMATION


1. Number of variables: N/A


2. Number of cases/rows: N/A


3. Variable List: N/A


4. Missing data codes: N/A


5. Specialized formats or other abbreviations used: N/A


6. Dictionaries/codebooks used: N/A


7. Controlled vocabularies/ontologies used: N/A