Publications by authors named "Alexej Gossmann"

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Methodology for Good Machine Learning with Multi-Omics Data.
Thibaud Coroller, Berkman Sahiner, Anup Amatya, Alexej Gossmann, Konstantinos Karagiannis

Clin Pharmacol Ther· April 2024

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Bayesian logistic regression for online recalibration and revision of risk prediction models with performance guarantees.
Jean Feng, Alexej Gossmann, Berkman Sahiner, Romain Pirracchio

J Am Med Inform Assoc· April 2022

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Discussion on "Approval policies for modifications to machine learning-based software as a medical device: A study of bio-creep" by Jean Feng, Scott Emerson, and Noah Simon.
Gene Pennello, Berkman Sahiner, Alexej Gossmann, Nicholas Petrick

Biometrics· March 2021

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Multimodal Sparse Classifier for Adolescent Brain Age Prediction.
Peyman Hosseinzadeh Kassani, Alexej Gossmann, Yu-Ping Wang

IEEE J Biomed Health Inform· February 2020

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A Sparse Regression Method for Group-Wise Feature Selection with False Discovery Rate Control.
Alexej Gossmann, Shaolong Cao, Damian Brzyski, Lan-Juan Zhao, Hong-Wen Deng

IEEE/ACM Trans Comput Biol Bioinform· May 2019

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FDR-Corrected Sparse Canonical Correlation Analysis With Applications to Imaging Genomics.
Alexej Gossmann, Pascal Zille, Vince Calhoun, Yu-Ping Wang

IEEE Trans Med Imaging· August 2018

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Group SLOPE - adaptive selection of groups of predictors.
Damian Brzyski, Alexej Gossmann, Weijie Su, Małgorzata Bogdan

J Am Stat Assoc· August 2018

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Hyperbaric Oxygen Promotes Proximal Bone Regeneration and Organized Collagen Composition during Digit Regeneration.
Mimi C Sammarco, Jennifer Simkin, Alexander J Cammack, Danielle Fassler, Alexej Gossmann

PLoS One· June 2016

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Unified tests for fine-scale mapping and identifying sparse high-dimensional sequence associations.
Shaolong Cao, Huaizhen Qin, Alexej Gossmann, Hong-Wen Deng, Yu-Ping Wang

Bioinformatics· February 2016

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