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Academic Journal

All that Glitters Is not Gold: Type‐I Error Controlled Variable Selection from Clinical Trial Data.

Authors : Zimmermann, Manuela R.; Baillie, Mark; Kormaksson, Matthias

Subjects: CLINICAL trials; MACHINE learning; FALSE positive error

Source: Clinical Pharmacology & Therapeutics; Apr2024, Vol. 115 Issue 4, p774-785, 12p

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Academic Journal

Comparing algorithms for characterizing treatment effect heterogeneity in randomized trials.

Authors : Sun, Sophie; Sechidis, Konstantinos; Chen, Yao

Source: Biometrical Journal; Jan2024, Vol. 66 Issue 1, p1-27, 27p

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Academic Journal

A generalizable speech emotion recognition model reveals depression and remission.

Authors : Hansen, Lasse (AUTHOR); Zhang, Yan‐Ping (AUTHOR); Wolf, Detlef (AUTHOR)

Subjects: EMOTION recognition; VOICE analysis; SPEECH

Source: Acta Psychiatrica Scandinavica. Feb2022, Vol. 145 Issue 2, p186-199. 14p. 1 Chart, 3 Graphs.

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Academic Journal

Agricola

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Academic Journal

Applied Science & Technology Full Text (H.W. Wilson)

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Academic Journal

Applied Science & Technology Full Text (H.W. Wilson)

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Academic Journal

Using knockoffs for controlled predictive biomarker identification.

Authors : Sechidis, Konstantinos; Kormaksson, Matthias; Ohlssen, David

Subjects: BIOMARKERS; FALSE discovery rate; CLINICAL trials

Source: Statistics in Medicine; 11/10/2021, Vol. 40 Issue 25, p5453-5473, 21p

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Academic Journal

Applied Science & Technology Full Text (H.W. Wilson)

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Academic Journal

Disentangling Prognostic and Predictive Biomarkers Through Mutual Information.

Authors : SECHIDIS, Konstantinos; TURNER, Emily; METCALFE, Paul

Source: Studies in Health Technology & Informatics; 2017, Vol. 235, p141-145, 5p, 1 Graph

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Book

Markov Blanket Discovery in Positive-Unlabelled and Semi-supervised Data.

Authors : Sechidis, Konstantinos; Brown, Gavin

Source: Machine Learning & Knowledge Discovery in Databases: European Conference, ECML PKDD 2015, Porto, Portugal, September 7-11, 2015, Proceedings, Part I; 2015, p351-366, 16p

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