Externally validated model discrimination for different predictor sets and modelling techniques: Validation cohort.

Internal model validation based on 80% training data (All Spectral and topographic/climate predictors).

Gerald Forkuor (3692050)
Ozias K. L. Hounkpatin (3692047)
Gerhard Welp (1624735)
Michael Thiel (2479582)

January 2017

Internal model validation based on 80% training data (All Spectral and topographic/climate predic...

Model validation.

Edward J. A. Turnham (353804)
Daniel A. Braun (131724)
Daniel M. Wolpert (118014)

February 2013

(A) The distribution of the difference in covariance orientation angle between pairs of elements ...

Model Calibration by Deciles of Predicted Risk in the Development and Validation Cohorts.

Michael B. Rothberg (517793)
Penelope S. Pekow (517794)
Aruna Priya (517795)
Marya D. Zilberberg (517796)
Raquel Belforti (517797)
Daniel Skiest (517798)
Tara Lagu (474614)
Thomas L. Higgins (517799)
Peter K. Lindenauer (474615)

January 2014

Model Calibration by Deciles of Predicted Risk in the Development and Validation Cohorts.</p

Cross-validated model discrimination for different predictor sets and modelling techniques: Derivation cohort.

Fatemeh Rahimian (4915369)
Gholamreza Salimi-Khorshidi (4502083)
Amir H. Payberah (5993066)
Jenny Tran (455214)
Roberto Ayala Solares (5993069)
Francesca Raimondi (5993072)
Milad Nazarzadeh (2815558)
Dexter Canoy (255769)
Kazem Rahimi (135073)

November 2018

Cross-validated model discrimination for different predictor sets and modelling techniques: Derivati...

Model discrimination [c-statistic (95% confidence interval)] by derivation and validation cohorts.

J’Neka S. Claxton (5733743)
Richard F. MacLehose (390537)
Pamela L. Lutsey (198686)
Faye L. Norby (788823)
Lin Y. Chen (550708)
Wesley T. O’Neal (5733746)
Alanna M. Chamberlain (324269)
Lindsay G. S. Bengtson (550705)
Alvaro Alonso (211735)

September 2018

Model discrimination [c-statistic (95% confidence interval)] by derivation and validation cohorts.</...

Discrimination of the model, compared with other existing models amongst the UK validation cohort over 15 years maximum follow-up (n = 3,026).

David R. Thurtle (6448799)
David C. Greenberg (2217352)
Lui S. Lee (6448802)
Hong H. Huang (6448805)
Paul D. Pharoah (89957)
Vincent J. Gnanapragasam (383053)

March 2019

Discrimination of the model, compared with other existing models amongst the UK validation cohort ov...

Discrimination and calibration of the lung cancer prediction model tested on an external validation set* (A: discrimination, B: calibration, n = 507,046, event = 4,539).

Sohee Park (71544)
Byung-Ho Nam (91778)
Hye-Ryung Yang (280436)
Ji An Lee (280437)
Hyunsun Lim (136885)
Jun Tae Han (280438)
Il Su Park (280439)
Hai-Rim Shin (24144)
Jin Soo Lee (24145)

February 2013

Discrimination and calibration of the lung cancer prediction model tested on an external validati...

Performance of sparse and non-sparse discriminant models in internal validation compared on the same dataset.

Osamu Matsuda (756159)
Yoshinori Ohara (17014574)

September 2023

Performance of sparse and non-sparse discriminant models in internal validation compared on the same...

Overview of the included studies with the type of reporting external validation of previously developed ML prediction models (n = 12).

Hebatullah Abdulazeem (16954949)
Sera Whitelaw (16954952)
Gunther Schauberger (8908355)
Stefanie J. Klug (8102023)

September 2023

Overview of the included studies with the type of reporting external validation of previously develo...

Performance of sparse and non-sparse discriminant models in internal validation compared on the same dataset.

Osamu Matsuda (756159)
Yoshinori Ohara (17014574)

September 2023

Performance of sparse and non-sparse discriminant models in internal validation compared on the same...

Study population and exclusions for model validation: NHS cohort at baseline.

Ruth M. Pfeiffer (106774)
Yikyung Park (122372)
Aimée R. Kreimer (434384)
James V. Lacey Jr (439631)
David Pee (439632)
Robert T. Greenlee (439633)
Saundra S. Buys (238707)
Albert Hollenbeck (345228)
Bernard Rosner (274275)
Mitchell H. Gail (317864)
Patricia Hartge (64238)

July 2013

Study population and exclusions for model validation: NHS cohort at baseline.</p

The results from the external validation of the models including model AD sizes for the test set.

Kyrylo Klimenko (2887322)
Sine A. Rosenberg (6459512)
Marianne Dybdahl (6459515)
Eva B. Wedebye (2476159)
Nikolai G. Nikolov (6459518)

March 2019

The results from the external validation of the models including model AD sizes for the test set.</p

Overview of the included studies with the type of ML prediction models development without conducting external validation (n = 81).

Hebatullah Abdulazeem (16954949)
Sera Whitelaw (16954952)
Gunther Schauberger (8908355)
Stefanie J. Klug (8102023)

September 2023

Overview of the included studies with the type of ML prediction models development without conductin...

Characteristics of the validations of the nine most frequently validated prediction models.

Sara J. Baart (6185012)
Veerle Dam (6185015)
Luuk J. J. Scheres (6185018)
Johanna A. A. G. Damen (6185021)
René Spijker (6185024)
Ewoud Schuit (3090132)
Thomas P. A. Debray (401148)
Bart C. J. M. Fauser (330198)
Eric Boersma (248258)
Karel G. M. Moons (112759)
Yvonne T. van der Schouw (50177)

January 2019

Characteristics of the validations of the nine most frequently validated prediction models.</p

Overview of the included studies with the type of ML prediction models development with conduction of external validation (n = 13).

Hebatullah Abdulazeem (16954949)
Sera Whitelaw (16954952)
Gunther Schauberger (8908355)
Stefanie J. Klug (8102023)

September 2023

Overview of the included studies with the type of ML prediction models development with conduction o...

Internal model validation based on 80% training data (All Spectral and topographic/climate predictors).

Gerald Forkuor (3692050)
Ozias K. L. Hounkpatin (3692047)
Gerhard Welp (1624735)
Michael Thiel (2479582)

January 2017

Internal model validation based on 80% training data (All Spectral and topographic/climate predic...

Model validation.

Edward J. A. Turnham (353804)
Daniel A. Braun (131724)
Daniel M. Wolpert (118014)

February 2013

(A) The distribution of the difference in covariance orientation angle between pairs of elements ...

Model Calibration by Deciles of Predicted Risk in the Development and Validation Cohorts.

Michael B. Rothberg (517793)
Penelope S. Pekow (517794)
Aruna Priya (517795)
Marya D. Zilberberg (517796)
Raquel Belforti (517797)
Daniel Skiest (517798)
Tara Lagu (474614)
Thomas L. Higgins (517799)
Peter K. Lindenauer (474615)

January 2014

Model Calibration by Deciles of Predicted Risk in the Development and Validation Cohorts.</p

Cross-validated model discrimination for different predictor sets and modelling techniques: Derivation cohort.

Fatemeh Rahimian (4915369)
Gholamreza Salimi-Khorshidi (4502083)
Amir H. Payberah (5993066)
Jenny Tran (455214)
Roberto Ayala Solares (5993069)
Francesca Raimondi (5993072)
Milad Nazarzadeh (2815558)
Dexter Canoy (255769)
Kazem Rahimi (135073)

November 2018

Cross-validated model discrimination for different predictor sets and modelling techniques: Derivati...

Model discrimination [c-statistic (95% confidence interval)] by derivation and validation cohorts.

J’Neka S. Claxton (5733743)
Richard F. MacLehose (390537)
Pamela L. Lutsey (198686)
Faye L. Norby (788823)
Lin Y. Chen (550708)
Wesley T. O’Neal (5733746)
Alanna M. Chamberlain (324269)
Lindsay G. S. Bengtson (550705)
Alvaro Alonso (211735)

September 2018

Model discrimination [c-statistic (95% confidence interval)] by derivation and validation cohorts.</...

Discrimination of the model, compared with other existing models amongst the UK validation cohort over 15 years maximum follow-up (n = 3,026).

David R. Thurtle (6448799)
David C. Greenberg (2217352)
Lui S. Lee (6448802)
Hong H. Huang (6448805)
Paul D. Pharoah (89957)
Vincent J. Gnanapragasam (383053)

March 2019

Discrimination of the model, compared with other existing models amongst the UK validation cohort ov...

Discrimination and calibration of the lung cancer prediction model tested on an external validation set* (A: discrimination, B: calibration, n = 507,046, event = 4,539).

Sohee Park (71544)
Byung-Ho Nam (91778)
Hye-Ryung Yang (280436)
Ji An Lee (280437)
Hyunsun Lim (136885)
Jun Tae Han (280438)
Il Su Park (280439)
Hai-Rim Shin (24144)
Jin Soo Lee (24145)

February 2013

Discrimination and calibration of the lung cancer prediction model tested on an external validati...

Performance of sparse and non-sparse discriminant models in internal validation compared on the same dataset.

Osamu Matsuda (756159)
Yoshinori Ohara (17014574)

September 2023

Performance of sparse and non-sparse discriminant models in internal validation compared on the same...

Overview of the included studies with the type of reporting external validation of previously developed ML prediction models (n = 12).

Hebatullah Abdulazeem (16954949)
Sera Whitelaw (16954952)
Gunther Schauberger (8908355)
Stefanie J. Klug (8102023)

September 2023

Overview of the included studies with the type of reporting external validation of previously develo...

Performance of sparse and non-sparse discriminant models in internal validation compared on the same dataset.

Osamu Matsuda (756159)
Yoshinori Ohara (17014574)

September 2023

Performance of sparse and non-sparse discriminant models in internal validation compared on the same...

Study population and exclusions for model validation: NHS cohort at baseline.

Ruth M. Pfeiffer (106774)
Yikyung Park (122372)
Aimée R. Kreimer (434384)
James V. Lacey Jr (439631)
David Pee (439632)
Robert T. Greenlee (439633)
Saundra S. Buys (238707)
Albert Hollenbeck (345228)
Bernard Rosner (274275)
Mitchell H. Gail (317864)
Patricia Hartge (64238)

July 2013

Study population and exclusions for model validation: NHS cohort at baseline.</p

The results from the external validation of the models including model AD sizes for the test set.

Kyrylo Klimenko (2887322)
Sine A. Rosenberg (6459512)
Marianne Dybdahl (6459515)
Eva B. Wedebye (2476159)
Nikolai G. Nikolov (6459518)

March 2019

The results from the external validation of the models including model AD sizes for the test set.</p

Overview of the included studies with the type of ML prediction models development without conducting external validation (n = 81).

Hebatullah Abdulazeem (16954949)
Sera Whitelaw (16954952)
Gunther Schauberger (8908355)
Stefanie J. Klug (8102023)

September 2023

Overview of the included studies with the type of ML prediction models development without conductin...

Characteristics of the validations of the nine most frequently validated prediction models.

Sara J. Baart (6185012)
Veerle Dam (6185015)
Luuk J. J. Scheres (6185018)
Johanna A. A. G. Damen (6185021)
René Spijker (6185024)
Ewoud Schuit (3090132)
Thomas P. A. Debray (401148)
Bart C. J. M. Fauser (330198)
Eric Boersma (248258)
Karel G. M. Moons (112759)
Yvonne T. van der Schouw (50177)

January 2019

Characteristics of the validations of the nine most frequently validated prediction models.</p

Overview of the included studies with the type of ML prediction models development with conduction of external validation (n = 13).

Hebatullah Abdulazeem (16954949)
Sera Whitelaw (16954952)
Gunther Schauberger (8908355)
Stefanie J. Klug (8102023)

September 2023

Overview of the included studies with the type of ML prediction models development with conduction o...

Internal model validation based on 80% training data (All Spectral and topographic/climate predictors).

Gerald Forkuor (3692050)
Ozias K. L. Hounkpatin (3692047)
Gerhard Welp (1624735)
Michael Thiel (2479582)

January 2017

Internal model validation based on 80% training data (All Spectral and topographic/climate predic...

Model validation.

Edward J. A. Turnham (353804)
Daniel A. Braun (131724)
Daniel M. Wolpert (118014)

February 2013

(A) The distribution of the difference in covariance orientation angle between pairs of elements ...

Model Calibration by Deciles of Predicted Risk in the Development and Validation Cohorts.

Michael B. Rothberg (517793)
Penelope S. Pekow (517794)
Aruna Priya (517795)
Marya D. Zilberberg (517796)
Raquel Belforti (517797)
Daniel Skiest (517798)
Tara Lagu (474614)
Thomas L. Higgins (517799)
Peter K. Lindenauer (474615)

January 2014

Model Calibration by Deciles of Predicted Risk in the Development and Validation Cohorts.</p

Externally validated model discrimination for different predictor sets and modelling techniques: Validation cohort.

Abstract

Extracted data

Externally validated model discrimination for different predictor sets and modelling techniques: Validation cohort.

Abstract

Extracted data

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