A Powerful Paradigm for Cardiovascular Risk Stratification Using Multiclass, Multi-Label, and Ensemble-Based Machine Learning Paradigms: A Narrative Review.
Saved in:
| Title: | A Powerful Paradigm for Cardiovascular Risk Stratification Using Multiclass, Multi-Label, and Ensemble-Based Machine Learning Paradigms: A Narrative Review. |
|---|---|
| Authors: | Suri, Jasjit S.1 (AUTHOR) jasjit.suri@atheropoint.com, Bhagawati, Mrinalini2 (AUTHOR) bhagawatimrinalini07@gmail.com, Paul, Sudip2 (AUTHOR) sudip.paul.bhu@gmail.com, Protogerou, Athanasios D.3 (AUTHOR) aprotog@med.uoa.gr, Sfikakis, Petros P.4 (AUTHOR) psfikakis@med.uoa.gr, Kitas, George D.5 (AUTHOR) george.kitas@gmail.com, Khanna, Narendra N.6 (AUTHOR) drnnkhanna@gmail.com, Ruzsa, Zoltan7 (AUTHOR) zruzsa25@gmail.com, Sharma, Aditya M.8 (AUTHOR) as8ah@hscmail.mcc.virginia.edu, Saxena, Sanjay9 (AUTHOR) sanjay@iiit-bh.ac.in, Faa, Gavino10 (AUTHOR) gavinofaa@gmail.com, Laird, John R.11 (AUTHOR) lairdjr@ah.org, Johri, Amer M.12 (AUTHOR) amerjohri@gmail.com, Kalra, Manudeep K.13 (AUTHOR) mkalra@mgh.harvard.edu, Paraskevas, Kosmas I.14 (AUTHOR) paraskevask@hotmail.com, Saba, Luca15 (AUTHOR) lucasabamd@gmail.com |
| Source: | Diagnostics (2075-4418). Mar2022, Vol. 12 Issue 3, p722-722. 47p. |
| Database: | Academic Search Ultimate |
|
Full text is not displayed to guests.
Login for full access.
|
|
| FullText | Links: – Type: pdflink Text: Availability: 1 |
|---|---|
| Header | DbId: asn DbLabel: Academic Search Ultimate An: 156001409 AccessLevel: 2 PubType: Academic Journal PubTypeId: academicJournal PreciseRelevancyScore: 0 |
| IllustrationInfo | |
| Items | – Name: Title Label: Title Group: Ti Data: A Powerful Paradigm for Cardiovascular Risk Stratification Using Multiclass, Multi-Label, and Ensemble-Based Machine Learning Paradigms: A Narrative Review. – Name: Author Label: Authors Group: Au Data: <searchLink fieldCode="AR" term="%22Suri%2C+Jasjit+S%2E%22">Suri, Jasjit S.</searchLink><relatesTo>1</relatesTo> (AUTHOR)<i> jasjit.suri@atheropoint.com</i><br /><searchLink fieldCode="AR" term="%22Bhagawati%2C+Mrinalini%22">Bhagawati, Mrinalini</searchLink><relatesTo>2</relatesTo> (AUTHOR)<i> bhagawatimrinalini07@gmail.com</i><br /><searchLink fieldCode="AR" term="%22Paul%2C+Sudip%22">Paul, Sudip</searchLink><relatesTo>2</relatesTo> (AUTHOR)<i> sudip.paul.bhu@gmail.com</i><br /><searchLink fieldCode="AR" term="%22Protogerou%2C+Athanasios+D%2E%22">Protogerou, Athanasios D.</searchLink><relatesTo>3</relatesTo> (AUTHOR)<i> aprotog@med.uoa.gr</i><br /><searchLink fieldCode="AR" term="%22Sfikakis%2C+Petros+P%2E%22">Sfikakis, Petros P.</searchLink><relatesTo>4</relatesTo> (AUTHOR)<i> psfikakis@med.uoa.gr</i><br /><searchLink fieldCode="AR" term="%22Kitas%2C+George+D%2E%22">Kitas, George D.</searchLink><relatesTo>5</relatesTo> (AUTHOR)<i> george.kitas@gmail.com</i><br /><searchLink fieldCode="AR" term="%22Khanna%2C+Narendra+N%2E%22">Khanna, Narendra N.</searchLink><relatesTo>6</relatesTo> (AUTHOR)<i> drnnkhanna@gmail.com</i><br /><searchLink fieldCode="AR" term="%22Ruzsa%2C+Zoltan%22">Ruzsa, Zoltan</searchLink><relatesTo>7</relatesTo> (AUTHOR)<i> zruzsa25@gmail.com</i><br /><searchLink fieldCode="AR" term="%22Sharma%2C+Aditya+M%2E%22">Sharma, Aditya M.</searchLink><relatesTo>8</relatesTo> (AUTHOR)<i> as8ah@hscmail.mcc.virginia.edu</i><br /><searchLink fieldCode="AR" term="%22Saxena%2C+Sanjay%22">Saxena, Sanjay</searchLink><relatesTo>9</relatesTo> (AUTHOR)<i> sanjay@iiit-bh.ac.in</i><br /><searchLink fieldCode="AR" term="%22Faa%2C+Gavino%22">Faa, Gavino</searchLink><relatesTo>10</relatesTo> (AUTHOR)<i> gavinofaa@gmail.com</i><br /><searchLink fieldCode="AR" term="%22Laird%2C+John+R%2E%22">Laird, John R.</searchLink><relatesTo>11</relatesTo> (AUTHOR)<i> lairdjr@ah.org</i><br /><searchLink fieldCode="AR" term="%22Johri%2C+Amer+M%2E%22">Johri, Amer M.</searchLink><relatesTo>12</relatesTo> (AUTHOR)<i> amerjohri@gmail.com</i><br /><searchLink fieldCode="AR" term="%22Kalra%2C+Manudeep+K%2E%22">Kalra, Manudeep K.</searchLink><relatesTo>13</relatesTo> (AUTHOR)<i> mkalra@mgh.harvard.edu</i><br /><searchLink fieldCode="AR" term="%22Paraskevas%2C+Kosmas+I%2E%22">Paraskevas, Kosmas I.</searchLink><relatesTo>14</relatesTo> (AUTHOR)<i> paraskevask@hotmail.com</i><br /><searchLink fieldCode="AR" term="%22Saba%2C+Luca%22">Saba, Luca</searchLink><relatesTo>15</relatesTo> (AUTHOR)<i> lucasabamd@gmail.com</i> – Name: TitleSource Label: Source Group: Src Data: <searchLink fieldCode="JN" term="%22Diagnostics+%282075-4418%29%22">Diagnostics (2075-4418)</searchLink>. Mar2022, Vol. 12 Issue 3, p722-722. 47p. |
| PLink | https://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=asn&AN=156001409 |
| RecordInfo | BibRecord: BibEntity: Identifiers: – Type: doi Value: 10.3390/diagnostics12030722 Languages: – Code: eng Text: English PhysicalDescription: Pagination: PageCount: 47 StartPage: 722 Titles: – TitleFull: A Powerful Paradigm for Cardiovascular Risk Stratification Using Multiclass, Multi-Label, and Ensemble-Based Machine Learning Paradigms: A Narrative Review. Type: main BibRelationships: HasContributorRelationships: – PersonEntity: Name: NameFull: Suri, Jasjit S. – PersonEntity: Name: NameFull: Bhagawati, Mrinalini – PersonEntity: Name: NameFull: Paul, Sudip – PersonEntity: Name: NameFull: Protogerou, Athanasios D. – PersonEntity: Name: NameFull: Sfikakis, Petros P. – PersonEntity: Name: NameFull: Kitas, George D. – PersonEntity: Name: NameFull: Khanna, Narendra N. – PersonEntity: Name: NameFull: Ruzsa, Zoltan – PersonEntity: Name: NameFull: Sharma, Aditya M. – PersonEntity: Name: NameFull: Saxena, Sanjay – PersonEntity: Name: NameFull: Faa, Gavino – PersonEntity: Name: NameFull: Laird, John R. – PersonEntity: Name: NameFull: Johri, Amer M. – PersonEntity: Name: NameFull: Kalra, Manudeep K. – PersonEntity: Name: NameFull: Paraskevas, Kosmas I. – PersonEntity: Name: NameFull: Saba, Luca IsPartOfRelationships: – BibEntity: Dates: – D: 01 M: 03 Text: Mar2022 Type: published Y: 2022 Identifiers: – Type: issn-print Value: 20754418 Numbering: – Type: volume Value: 12 – Type: issue Value: 3 Titles: – TitleFull: Diagnostics (2075-4418) Type: main |
| ResultId | 1 |