Medical SANSformers: Training self-supervised transformers without attention for Electronic Medical Records. - Yogesh Kumar; Alexander Ilin; Henri Salo; Sangita Kulathinal; Maarit K. Leinonen; Pekka Marttinen (CoRR, 2021)

Self-Supervised Forecasting in Electronic Health Records With Attention-Free Models. - Yogesh Kumar; Alexander Ilin; Henri Salo; Sangita Kulathinal; Maarit K. Leinonen; Pekka Marttinen (IEEE Trans. Artif. Intell., 2024)