GroupINN: Grouping-based Interpretable Neural Network for Classification of Limited, Noisy Brain Data. - Yujun Yan; Jiong Zhu; Marlena Duda; Eric Solarz; Chandra Sekhar Sripada; Danai Koutra (KDD, 2019)

Crowdsourcing digital health measures to predict Parkinson's disease severity: the Parkinson's Disease Digital Biomarker DREAM Challenge. - Solveig K. Sieberts; Jennifer Schaff; Marlena Duda; Bálint Á Pataki; Ming Sun; Phil Snyder; Jean-Francois Daneault; Federico Parisi; Gianluca Costante; Udi Rubin; Peter Banda; Yooree Chae; et al. (npj Digit. Medicine, 2021)

Multimodal Analysis Uncovers Links between Grey Matter Volume and both Low-and High-frequency Dynamic Connectivity States in Schizophrenia. - Marlena Duda; Ashkan Faghiri; Vince D. Calhoun (BIBM, 2022)

Spatially Constrained ICA Enables Robust Detection of Schizophrenia from Very Short Resting-state fMRI. - Marlena Duda; Armin Iraji; Vince D. Calhoun (EMBC, 2022)

A Unified Framework for Modularizing and Comparing Time-Resolved Functional Connectivity Methods. - Ashkan Faghiri; Armin Iraji; Marlena Duda; Tülay Adali; Vince D. Calhoun (EMBC, 2022)

Interpretable Sparsification of Brain Graphs: Better Practices and Effective Designs for Graph Neural Networks. - Gaotang Li; Marlena Duda; Xiang Zhang 012; Danai Koutra; Yujun Yan (KDD, 2023)

Learning low-dimensional dynamics from whole-brain data improves task capture. - Eloy Geenjaar; Donghyun Kim; Riyasat Ohib; Marlena Duda; Amrit Kashyap; Sergey M. Plis; Vince D. Calhoun (CoRR, 2023)

Functionally-Adaptive Gray and White Matter Structural Basis Sets via Dynamic Fusion of Multimodal MRI Data. - Marlena Duda; Vince D. Calhoun (EMBC, 2024)

Parallel Multilink Joint ICA for Multimodal Fusion of Gray Matter and Multiple Resting fMRI Networks. - K. M. Ibrahim Khalilullah; Oktay Agcaoglu; Marlena Duda; Vince D. Calhoun (EMBC, 2024)

Dynamic Fusion of Multimodal MRI Data Captures Flexible, Time-Sensitive Structure-Function Linkages in the Brain. - Marlena Duda; Oktay Agcaoglu; Vince D. Calhoun (ISBI, 2024)

Dynamic Fusion: Merging Structural and Functional Connectivity Dynamics Via Joint CMICA. - Lei Wu 013; Marlena Duda; Armin Iraji; Vince D. Calhoun (ISBI, 2025)

Alterations in Gray Matter Structure Linked to Frequency-Specific Cortico-Subcortical Connectivity in Schizophrenia via Multimodal Data Fusion. - Marlena Duda; Ashkan Faghiri; Aysenil Belger; Juan R. Bustillo; Judith M. Ford; Daniel H. Mathalon; Bryon A. Mueller; Godfrey D. Pearlson; Steven G. Potkin; Adrian Preda; Jing Sui; Theo G. M. van Erp; et al. (Neuroinformatics, 2025)