Research

‌Brain Tumor Detection with Transformers and Faster RCNN       Details

People Involved: Mehrshad Momen, AmirAli Ghahramani Status: on-going Publications:

Semi-Super Resolution GAN for Channel Estimation in MIMO Systems Aided by Intelligent Reflecting Surface       Details

People Involved: Mehrshad Momen, AmirAli Ghahramani Status: Completed Publications: Channel estimation for Massive MIMO systems aided by intelligent reflecting surface using semi-super resolution GAN

Detecting Multi-modal Fake News in Social Media by Graph Neural Networks       Details

People Involved: Makan Kanaanian, AmirAli Ghahramani, Fatima Badiea Status: Completed Publications: GraMuFeN: graph-based multi-modal fake news detection in social media

Learning End-to-End Images and Captions Embedding Using Graph Neural Networks       Details

People Involved: S. Arman Madani, AmirAli Ghahramani, Ali Moghimi Status: on-going Publications:

Adversarial Weight Balancer for Imbalanced Text Datasets Using Graph Neural Network       Details

People Involved: Fatima Badiea, AmirAli Ghahramani, Makan Kanaanian Status: Completed Publications: Text Classification on Imbalanced Data using Graph Neural Networks and Adversarial Weight Balancer

Mutation Prediction of Infectious Viruses based on Different Machine learning Approaches       Details

People Involved: Khashayar Ehteshami, AmirAli Ghahramani, Kaveh Kavousi Status: Completed Publications:

Monocular Depth Estimation for Autonomous Vehicle Perception Systems       Details

People Involved: Mehrnaz F. Afshar, Zahra Shirmohammadi, AmirAli Ghahramani, Azadeh Nourparvar, Ali Mohammad Afshin Hemmatyar Status: on-going Publications: An Efficient Approach to Monocular Depth Estimation for Autonomous Vehicle Perception Systems

VGG-XGBoost Classification and Segmentation of Pulmonary Lesions       Details

People Involved: Niloofar Akhavan Javan, Ali Jebraeili, Babak Mozaffari, Morteza Hosseinioun, AmirAli Ghahramani Status: Completed Publications: Classification and Segmentation of Pulmonary Lesions in CT Images Using a Combined VGG-XGBoost Method and an Integrated Fuzzy Clustering-Level Set Technique

Detecting Community Structures in Patients with Peripheral Nervous System Disorders       Details

People Involved: Morteza Hosseinioun, Ali Mohammad Afshin Hemmatyar, Ali Movagahr, Amir Ali Ghahramani STATUS: completed Publications: Detecting Community Structures in Patients with Peripheral Nervous System Disorders

Drug-Target Interaction Prediction with Deep Learning and Recommender Systems       Details

People Involved: Amir Hossein Nosrati, Amir Ali Ghahramani, Kaveh Kavousi STATUS: Completed Publications: BiProSimGCN: Prediction of Drugs-Proteins Interactions Using Graph Convolutional Neural Network and Proteins Similarity

Deep Learning application in chiropractic-based treatment       Details

People Involved: Negar Negahdaripour, Morteza Hosseinioun, Amir Ali Ghahramani STATUS: Completed Publications:

Graph representation learning framework to construct coarse grid hierarchy for AMG solvers       Details

People Involved: Reza Namazi, Arsham Zolanvari, Mahdi Sani, Amir Ali Ghahramani STATUS: Completed Publications: GL-Coarsener: A Graph representation learning framework to construct coarse grid hierarchy for AMG solvers