Search Results for author: Mojtaba Bahrami

Found 2 papers, 2 papers with code

Intelligent Masking: Deep Q-Learning for Context Encoding in Medical Image Analysis

1 code implementation25 Mar 2022 Mojtaba Bahrami, Mahsa Ghorbani, Nassir Navab

We show that training the agent against the prediction model can significantly improve the semantic features extracted for downstream classification tasks.

Q-Learning Self-Supervised Learning

GKD: Semi-supervised Graph Knowledge Distillation for Graph-Independent Inference

1 code implementation8 Apr 2021 Mahsa Ghorbani, Mojtaba Bahrami, Anees Kazi, Mahdieh SoleymaniBaghshah, Hamid R. Rabiee, Nassir Navab

The soft pseudo-labels are then used to train a deep student network for disease prediction of unseen test data for which the graph modality is unavailable.

Disease Prediction graph construction +1

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