Pre-training and Fine-tuning Transformers for fMRI Prediction Tasks. - Itzik Malkiel; Gony Rosenman; Lior Wolf; Talma Hendler (CoRR, 2021)

Self-Supervised Transformers for fMRI representation. - Itzik Malkiel; Gony Rosenman; Lior Wolf; Talma Hendler (MIDL, 2022)

Pre-Training Transformers for Fingerprinting to Improve Stress Prediction in fMRI. - Gony Rosenman; Itzik Malkiel; Ayam Greental; Talma Hendler; Lior Wolf (MIDL, 2023)

LLM Questionnaire Completion for Automatic Psychiatric Assessment. - Gony Rosenman; Talma Hendler; Lior Wolf (EMNLP (Findings), 2024)