Confound Removal and Normalization in Practice: A Neuroimaging Based Sex Prediction Case Study. - Shammi More; Simon B. Eickhoff; Julian Caspers; Kaustubh R. Patil (ECML/PKDD (5), 2020)

Reporting details of neuroimaging studies on individual traits prediction: A literature survey. - Andy Wai Kan Yeung; Shammi More; Jianxiao Wu; Simon B. Eickhoff (NeuroImage, 2022)

Julearn: an easy-to-use library for leakage-free evaluation and inspection of ML models. - Sami Hamdan; Shammi More; Leonard Sasse; Vera Komeyer; Kaustubh R. Patil; Federico Raimondo (CoRR, 2023)

Brain-age prediction: A systematic comparison of machine learning workflows. - Shammi More; Georgios Antonopoulos; Felix Hoffstaedter; Julian Caspers; Simon B. Eickhoff; Kaustubh R. Patil (NeuroImage, 2023)

A systematic comparison of VBM pipelines and their application to age prediction. - Georgios Antonopoulos; Shammi More; Federico Raimondo; Simon B. Eickhoff; Felix Hoffstaedter; Kaustubh R. Patil (NeuroImage, 2023)

Region-wise stacking ensembles for estimating brain-age using MRI. - Georgios Antonopoulos; Shammi More; Simon B. Eickhoff; Federico Raimondo; Kaustubh R. Patil (CoRR, 2025)