A Sparse-Group Lasso

• Variable Selection via Fused Sparse‐Group Lasso Penalized Multi‐state Models Incorporating Molecular Data

  2025 Biometrical Journal article Mathematics Statistical Methods and Inference Open access

  2

  citations
• View selection in multi-view stacking: choosing the meta-learner

  2024 Advances in Data Analysis and Classification article Mathematics Statistical Methods and Inference Open access

  9

  citations
• Artificial intelligence-based clustering and characterization of Parkinson's disease trajectories

  2023 Scientific Reports article Medicine Parkinson's Disease Mechanisms and Treatments Open access

  36

  citations
• Artificial Intelligence-Based Clustering and Characterization of Parkinson’s Disease Trajectories

  2022 medRxiv preprint Medicine Parkinson's Disease Mechanisms and Treatments Open access

  1

  citations
• Stacked penalized logistic regression for selecting views in multi-view learning

  2020 Information Fusion article Mathematics Statistical Methods and Inference Open access

  27

  citations
• Pre-trained MRI-based Alzheimer's disease classification models to classify memory clinic patients

  2020 NeuroImage Clinical article Medicine Dementia and Cognitive Impairment Research Open access

  12

  citations

6 results