Publications

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

The need for a large amount of labeled data in the supervised setting has led recent studies to utilize self-supervised learning to pre-train deep neural networks using unlabeled data …

Mojtaba Bahrami, M. Ghorbani, N. Navab

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

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

The increased amount of multi-modal medical data has opened the opportunities to simultaneously process various modalities such as imaging and non-imaging data to gain a comprehensive insight into …

M. Ghorbani, Mojtaba Bahrami, A. Kazi, M. Soleymani, H.R. Rabiee, N. Navab

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

Deep feature extraction of single-cell transcriptomes by generative adversarial network

Single-cell RNA-sequencing (scRNA-seq) offers the opportunity to dissect heterogeneous cellular compositions and interrogate the cell-type-specific gene expression patterns across diverse conditions. However …

Mojtaba Bahrami, M. Maitra, C. Nagy, G. Turecki, H.R. Rabiee, Y. Li

Deep feature extraction of single-cell transcriptomes by generative adversarial network