183 citations · 364 across the 22 of their papers we have counts for
5 papers · 1 filter
D-CryptO: Deep learning-based analysis of colon organoid morphology from brightfield images
Lyan Abdul, Jocelyn Xu, Alexander Sotra +6
Stem cell-derived organoids are a promising tool to model native human tissues as they resemble human organs functionally and structurally compared to traditional monolayer cell-ba…
Autonomous Vehicles: Open-Source Technologies, Considerations, and Development
Oussama Saoudi, Ishwar Singh, Hamidreza Mahyar
Autonomous vehicles are the culmination of advances in many areas such as sensor technologies, artificial intelligence (AI), networking, and more. This paper will introduce the rea…
Multiple Sclerosis Lesions Segmentation using Attention-Based CNNs in FLAIR Images
Mehdi SadeghiBakhi, Hamidreza Pourreza, Hamidreza Mahyar
Objective: Multiple Sclerosis (MS) is an autoimmune, and demyelinating disease that leads to lesions in the central nervous system. This disease can be tracked and diagnosed using…
Deep Learning Approaches on Image Captioning: A Review
Taraneh Ghandi, Hamidreza Pourreza, Hamidreza Mahyar
Image captioning is a research area of immense importance, aiming to generate natural language descriptions for visual content in the form of still images. The advent of deep learn…
SMGRL: Scalable Multi-resolution Graph Representation Learning
Reza Namazi, Elahe Ghalebi, Sinead Williamson +1
Graph convolutional networks (GCNs) allow us to learn topologically-aware node embeddings, which can be useful for classification or link prediction. However, they are unable to ca…