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Machine Learning
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January 28, 2020
Simple strategies for semi-supervised feature selection
Konstantinos Sechidis, Gavin Brown
Statistics in Medicine
|
July 30, 2021
Using knockoffs for controlled predictive biomarker identification
Konstantinos Sechidis, Matthias Kormaksson, David Ohlssen
Studies in Health Technology and Informatics
|
April 21, 2017
Disentangling Prognostic and Predictive Biomarkers Through Mutual Information
Konstantinos Sechidis, Emily Turner, Paul Metcalfe, et al.
Statistics in Medicine
|
January 22, 2026
Overview and Practical Recommendations on Using Shapley Values for Identifying Predictive Biomarkers via CATE Modeling
David Svensson, Erik Hermansson, Nikolaos Nikolaou, et al.
Clinical Pharmacology and Therapeutics
|
February 29, 2024
All that Glitters Is not Gold: Type-I Error Controlled Variable Selection from Clinical Trial Data
Manuela R Zimmermann, Mark Baillie, Matthias Kormaksson, et al.
Statistics in Medicine
|
January 22, 2026
Comparing Methods to Assess Treatment Effect Heterogeneity in General Parametric Regression Models
Yao Chen, Sophie Sun, Konstantinos Sechidis, et al.
Statistics in Medicine
|
November 27, 2025
Using Individualized Treatment Effects to Assess Treatment Effect Heterogeneity
Konstantinos Sechidis, Cong Zhang, Sophie Sun, et al.
Artificial Intelligence in Medicine
|
May 18, 2021
A machine learning perspective on the emotional content of Parkinsonian speech
Konstantinos Sechidis, Riccardo Fusaroli, Juan Rafael Orozco-Arroyave, et al.
Acta Psychiatrica Scandinavica
|
December 1, 2021
A generalizable speech emotion recognition model reveals depression and remission
Lasse Hansen, Yan-Ping Zhang, Detlef Wolf, et al.
Bioinformatics (Oxford, England)
|
July 28, 2018
Distinguishing prognostic and predictive biomarkers: an information theoretic approach
Konstantinos Sechidis, Konstantinos Papangelou, Paul D Metcalfe, et al.
Page
of 2
Search research articles
Search
Showing results (1-10 of 14) with videos related to
Sort By:
Page
of 2
Machine Learning
|
January 28, 2020
Simple strategies for semi-supervised feature selection
Konstantinos Sechidis, Gavin Brown
Statistics in Medicine
|
July 30, 2021
Using knockoffs for controlled predictive biomarker identification
Konstantinos Sechidis, Matthias Kormaksson, David Ohlssen
Studies in Health Technology and Informatics
|
April 21, 2017
Disentangling Prognostic and Predictive Biomarkers Through Mutual Information
Konstantinos Sechidis, Emily Turner, Paul Metcalfe, et al.
Statistics in Medicine
|
January 22, 2026
Overview and Practical Recommendations on Using Shapley Values for Identifying Predictive Biomarkers via CATE Modeling
David Svensson, Erik Hermansson, Nikolaos Nikolaou, et al.
Clinical Pharmacology and Therapeutics
|
February 29, 2024
All that Glitters Is not Gold: Type-I Error Controlled Variable Selection from Clinical Trial Data
Manuela R Zimmermann, Mark Baillie, Matthias Kormaksson, et al.
Statistics in Medicine
|
January 22, 2026
Comparing Methods to Assess Treatment Effect Heterogeneity in General Parametric Regression Models
Yao Chen, Sophie Sun, Konstantinos Sechidis, et al.
Statistics in Medicine
|
November 27, 2025
Using Individualized Treatment Effects to Assess Treatment Effect Heterogeneity
Konstantinos Sechidis, Cong Zhang, Sophie Sun, et al.
Artificial Intelligence in Medicine
|
May 18, 2021
A machine learning perspective on the emotional content of Parkinsonian speech
Konstantinos Sechidis, Riccardo Fusaroli, Juan Rafael Orozco-Arroyave, et al.
Acta Psychiatrica Scandinavica
|
December 1, 2021
A generalizable speech emotion recognition model reveals depression and remission
Lasse Hansen, Yan-Ping Zhang, Detlef Wolf, et al.
Bioinformatics (Oxford, England)
|
July 28, 2018
Distinguishing prognostic and predictive biomarkers: an information theoretic approach
Konstantinos Sechidis, Konstantinos Papangelou, Paul D Metcalfe, et al.
Page
of 2