15 research outputs found
Subgroup analyses of the performance of the machine-learned predictor.
- Author
- Abhinav Doomra (14123931)
- Ali Khosousi (5613800)
- Brett Bennett (14123922)
- David Suh (111966)
- Emmanuel Lange (13847884)
- Farhad Fathieh (4382437)
- Frank Smart (14123937)
- Frederick J. Meine III (5613791)
- Horace R. Gillins (14123928)
- Ian Shadforth (5613803)
- Jeremiah P. Depta (5613785)
- John A. Steuter (5613788)
- Michael Roberts (312937)
- Mohammad Firouzi (14123934)
- Rola Khedraki (13847869)
- Sanjeev P. Bhavnani (13847866)
- Shyam Ramchandani (5613794)
- Thomas D. Stuckey (5613776)
- Thomas McGarry (14123925)
- Thomas McMinn (14123919)
- Timothy Burton (3401057)
- Travis J. Cohoon (13847872)
- William Carroll (2106721)
- William E. Sanders Jr. (5613806)
- Publication venue
- 'Public Library of Science (PLoS)'
- Publication date
- 15/11/2022
- Field of study
Subgroup analyses of the performance of the machine-learned predictor.</p
2x2 contingency Tables & additional statistics.
- Author
- Abhinav Doomra (14123931)
- Ali Khosousi (5613800)
- Brett Bennett (14123922)
- David Suh (111966)
- Emmanuel Lange (13847884)
- Farhad Fathieh (4382437)
- Frank Smart (14123937)
- Frederick J. Meine III (5613791)
- Horace R. Gillins (14123928)
- Ian Shadforth (5613803)
- Jeremiah P. Depta (5613785)
- John A. Steuter (5613788)
- Michael Roberts (312937)
- Mohammad Firouzi (14123934)
- Rola Khedraki (13847869)
- Sanjeev P. Bhavnani (13847866)
- Shyam Ramchandani (5613794)
- Thomas D. Stuckey (5613776)
- Thomas McGarry (14123925)
- Thomas McMinn (14123919)
- Timothy Burton (3401057)
- Travis J. Cohoon (13847872)
- William Carroll (2106721)
- William E. Sanders Jr. (5613806)
- Publication venue
- 'Public Library of Science (PLoS)'
- Publication date
- 15/11/2022
- Field of study
(DOCX)</p
Histogram of study population LVEDP.
- Author
- Abhinav Doomra (14123931)
- Ali Khosousi (5613800)
- Brett Bennett (14123922)
- David Suh (111966)
- Emmanuel Lange (13847884)
- Farhad Fathieh (4382437)
- Frank Smart (14123937)
- Frederick J. Meine III (5613791)
- Horace R. Gillins (14123928)
- Ian Shadforth (5613803)
- Jeremiah P. Depta (5613785)
- John A. Steuter (5613788)
- Michael Roberts (312937)
- Mohammad Firouzi (14123934)
- Rola Khedraki (13847869)
- Sanjeev P. Bhavnani (13847866)
- Shyam Ramchandani (5613794)
- Thomas D. Stuckey (5613776)
- Thomas McGarry (14123925)
- Thomas McMinn (14123919)
- Timothy Burton (3401057)
- Travis J. Cohoon (13847872)
- William Carroll (2106721)
- William E. Sanders Jr. (5613806)
- Publication venue
- 'Public Library of Science (PLoS)'
- Publication date
- 15/11/2022
- Field of study
Histogram of study population LVEDP.</p
Inclusion and exclusion criteria.
- Author
- Abhinav Doomra (14123931)
- Ali Khosousi (5613800)
- Brett Bennett (14123922)
- David Suh (111966)
- Emmanuel Lange (13847884)
- Farhad Fathieh (4382437)
- Frank Smart (14123937)
- Frederick J. Meine III (5613791)
- Horace R. Gillins (14123928)
- Ian Shadforth (5613803)
- Jeremiah P. Depta (5613785)
- John A. Steuter (5613788)
- Michael Roberts (312937)
- Mohammad Firouzi (14123934)
- Rola Khedraki (13847869)
- Sanjeev P. Bhavnani (13847866)
- Shyam Ramchandani (5613794)
- Thomas D. Stuckey (5613776)
- Thomas McGarry (14123925)
- Thomas McMinn (14123919)
- Timothy Burton (3401057)
- Travis J. Cohoon (13847872)
- William Carroll (2106721)
- William E. Sanders Jr. (5613806)
- Publication venue
- 'Public Library of Science (PLoS)'
- Publication date
- 15/11/2022
- Field of study
(DOCX)</p
Performance of the machine-learned model when propensity matching based on age and gender.
- Author
- Abhinav Doomra (14123931)
- Ali Khosousi (5613800)
- Brett Bennett (14123922)
- David Suh (111966)
- Emmanuel Lange (13847884)
- Farhad Fathieh (4382437)
- Frank Smart (14123937)
- Frederick J. Meine III (5613791)
- Horace R. Gillins (14123928)
- Ian Shadforth (5613803)
- Jeremiah P. Depta (5613785)
- John A. Steuter (5613788)
- Michael Roberts (312937)
- Mohammad Firouzi (14123934)
- Rola Khedraki (13847869)
- Sanjeev P. Bhavnani (13847866)
- Shyam Ramchandani (5613794)
- Thomas D. Stuckey (5613776)
- Thomas McGarry (14123925)
- Thomas McMinn (14123919)
- Timothy Burton (3401057)
- Travis J. Cohoon (13847872)
- William Carroll (2106721)
- William E. Sanders Jr. (5613806)
- Publication venue
- 'Public Library of Science (PLoS)'
- Publication date
- 15/11/2022
- Field of study
Performance of the machine-learned model when propensity matching based on age and gender.</p
STARD checklist.
- Author
- Abhinav Doomra (14123931)
- Ali Khosousi (5613800)
- Brett Bennett (14123922)
- David Suh (111966)
- Emmanuel Lange (13847884)
- Farhad Fathieh (4382437)
- Frank Smart (14123937)
- Frederick J. Meine III (5613791)
- Horace R. Gillins (14123928)
- Ian Shadforth (5613803)
- Jeremiah P. Depta (5613785)
- John A. Steuter (5613788)
- Michael Roberts (312937)
- Mohammad Firouzi (14123934)
- Rola Khedraki (13847869)
- Sanjeev P. Bhavnani (13847866)
- Shyam Ramchandani (5613794)
- Thomas D. Stuckey (5613776)
- Thomas McGarry (14123925)
- Thomas McMinn (14123919)
- Timothy Burton (3401057)
- Travis J. Cohoon (13847872)
- William Carroll (2106721)
- William E. Sanders Jr. (5613806)
- Publication venue
- 'Public Library of Science (PLoS)'
- Publication date
- 15/11/2022
- Field of study
(DOCX)</p
Feature values.
- Author
- Abhinav Doomra (14123931)
- Ali Khosousi (5613800)
- Brett Bennett (14123922)
- David Suh (111966)
- Emmanuel Lange (13847884)
- Farhad Fathieh (4382437)
- Frank Smart (14123937)
- Frederick J. Meine III (5613791)
- Horace R. Gillins (14123928)
- Ian Shadforth (5613803)
- Jeremiah P. Depta (5613785)
- John A. Steuter (5613788)
- Michael Roberts (312937)
- Mohammad Firouzi (14123934)
- Rola Khedraki (13847869)
- Sanjeev P. Bhavnani (13847866)
- Shyam Ramchandani (5613794)
- Thomas D. Stuckey (5613776)
- Thomas McGarry (14123925)
- Thomas McMinn (14123919)
- Timothy Burton (3401057)
- Travis J. Cohoon (13847872)
- William Carroll (2106721)
- William E. Sanders Jr. (5613806)
- Publication venue
- 'Public Library of Science (PLoS)'
- Publication date
- 15/11/2022
- Field of study
(XLSX)</p
Propensity matching.
- Author
- Abhinav Doomra (14123931)
- Ali Khosousi (5613800)
- Brett Bennett (14123922)
- David Suh (111966)
- Emmanuel Lange (13847884)
- Farhad Fathieh (4382437)
- Frank Smart (14123937)
- Frederick J. Meine III (5613791)
- Horace R. Gillins (14123928)
- Ian Shadforth (5613803)
- Jeremiah P. Depta (5613785)
- John A. Steuter (5613788)
- Michael Roberts (312937)
- Mohammad Firouzi (14123934)
- Rola Khedraki (13847869)
- Sanjeev P. Bhavnani (13847866)
- Shyam Ramchandani (5613794)
- Thomas D. Stuckey (5613776)
- Thomas McGarry (14123925)
- Thomas McMinn (14123919)
- Timothy Burton (3401057)
- Travis J. Cohoon (13847872)
- William Carroll (2106721)
- William E. Sanders Jr. (5613806)
- Publication venue
- 'Public Library of Science (PLoS)'
- Publication date
- 15/11/2022
- Field of study
(DOCX)</p
Performance of the machine-learned predictor.
- Author
- Abhinav Doomra (14123931)
- Ali Khosousi (5613800)
- Brett Bennett (14123922)
- David Suh (111966)
- Emmanuel Lange (13847884)
- Farhad Fathieh (4382437)
- Frank Smart (14123937)
- Frederick J. Meine III (5613791)
- Horace R. Gillins (14123928)
- Ian Shadforth (5613803)
- Jeremiah P. Depta (5613785)
- John A. Steuter (5613788)
- Michael Roberts (312937)
- Mohammad Firouzi (14123934)
- Rola Khedraki (13847869)
- Sanjeev P. Bhavnani (13847866)
- Shyam Ramchandani (5613794)
- Thomas D. Stuckey (5613776)
- Thomas McGarry (14123925)
- Thomas McMinn (14123919)
- Timothy Burton (3401057)
- Travis J. Cohoon (13847872)
- William Carroll (2106721)
- William E. Sanders Jr. (5613806)
- Publication venue
- 'Public Library of Science (PLoS)'
- Publication date
- 15/11/2022
- Field of study
Performance of the machine-learned predictor.</p
Feature permutation importance.
- Author
- Abhinav Doomra (14123931)
- Ali Khosousi (5613800)
- Brett Bennett (14123922)
- David Suh (111966)
- Emmanuel Lange (13847884)
- Farhad Fathieh (4382437)
- Frank Smart (14123937)
- Frederick J. Meine III (5613791)
- Horace R. Gillins (14123928)
- Ian Shadforth (5613803)
- Jeremiah P. Depta (5613785)
- John A. Steuter (5613788)
- Michael Roberts (312937)
- Mohammad Firouzi (14123934)
- Rola Khedraki (13847869)
- Sanjeev P. Bhavnani (13847866)
- Shyam Ramchandani (5613794)
- Thomas D. Stuckey (5613776)
- Thomas McGarry (14123925)
- Thomas McMinn (14123919)
- Timothy Burton (3401057)
- Travis J. Cohoon (13847872)
- William Carroll (2106721)
- William E. Sanders Jr. (5613806)
- Publication venue
- 'Public Library of Science (PLoS)'
- Publication date
- 15/11/2022
- Field of study
(DOCX)</p