"Jafaritadi, Mojtaba" - Selaus tekijän mukaan Julkaisut

Viitteet 1-2 / 2

    • Adaptive Weight Aggregation in Federated Learning for Brain Tumor Segmentation 

      Khan, Muhammad Irfan; Jafaritadi, Mojtaba; Alhoniemi, Esa; Kontio, Elina; Khan, Suleiman A.
      Lecture notes in computer science (Springer, 2022)
      We introduce similarity weighted aggregation, a principled and efficient method for regularized weight aggregation in federated learning. Our method is adapted to non-IID collaborators and is simultaneously cost-efficient. ...

    • End-to-end sensor fusion and classification of atrial fibrillation using deep neural networks and smartphone mechanocardiography 

      Mehrang, Saeed; Jafaritadi, Mojtaba; Knuutila, Timo; Jaakkola, Jussi; Jaakkola, Samuli; Kiviniemi, Tuomas; Vasankari, Tuija; Airaksinen, Juhani; Koivisto, Tero; Pänkäälä, Mikko
      Physiological Measurement : 5 (Institute of physics publishing, 2022)
      The purpose of this research is to develop a new deep learning framework for detecting atrial fibrillation (AFib), one of the most common heart arrhythmias, by analyzing the heart’s mechanical functioning as reflected in ...