21 citations · 24 across the 8 of their papers we have counts for
10 papers
Smart Fault Detection in Nanosatellite Electrical Power System
Alireza Rezaee, Niloofar Nobahari, Amin Asgarifar +1
This paper presents a new detection method of faults at Nanosatellites' electrical power without an Attitude Determination Control Subsystem (ADCS) at the LEO orbit. Each part of t…
Early Prediction of Sepsis using Heart Rate Signals and Genetic Optimized LSTM Algorithm
Alireza Rafiei, Farshid Hajati, Alireza Rezaee +2
Sepsis, characterized by a dysregulated immune response to infection, results in significant mortality, morbidity, and healthcare costs. The timely prediction of sepsis progression…
Medical Image Classification on Imbalanced Data Using ProGAN and SMA-Optimized ResNet: Application to COVID-19
Sina Jahromi, Farshid Hajati, Alireza Rezaee +1
The challenge of imbalanced data is prominent in medical image classification. This challenge arises when there is a significant disparity in the number of images belonging to a pa…
Gold Price Prediction Using Long Short-Term Memory and Multi-Layer Perceptron with Gray Wolf Optimizer
Hesam Taghipour, Alireza Rezaee, Farshid Hajati
The global gold market, by its fundamentals, has long been home to many financial institutions, banks, governments, funds, and micro-investors. Due to the inherent complexity and r…
Cryptocurrency Price Prediction Using Parallel Gated Recurrent Units
Milad Asadpour, Alireza Rezaee, Farshid Hajati
According to the advent of cryptocurrencies and Bitcoin, many investments and businesses are now conducted online through cryptocurrencies. Among them, Bitcoin uses blockchain tech…
An Explainable Transformer Model for Alzheimer's Disease Detection Using Retinal Imaging
Saeed Jamshidiha, Alireza Rezaee, Farshid Hajati +2
Alzheimer's disease (AD) is a neurodegenerative disorder that affects millions worldwide. In the absence of effective treatment options, early diagnosis is crucial for initiating m…
Interpretable graph-based models on multimodal biomedical data integration: A technical review and benchmarking
Alireza Sadeghi, Farshid Hajati, Ahmadreza Argha +3
Integrating heterogeneous biomedical data including imaging, omics, and clinical records supports accurate diagnosis and personalised care. Graph-based models fuse such non-Euclide…
Meta-learning in healthcare: A survey
Alireza Rafiei, Ronald Moore, Sina Jahromi +2
As a subset of machine learning, meta-learning, or learning to learn, aims at improving the model's capabilities by employing prior knowledge and experience. A meta-learning paradi…
RVD: A Handheld Device-Based Fundus Video Dataset for Retinal Vessel Segmentation
MD Wahiduzzaman Khan, Hongwei Sheng, Hu Zhang +11
Retinal vessel segmentation is generally grounded in image-based datasets collected with bench-top devices. The static images naturally lose the dynamic characteristics of retina f…
Deep conv-attention model for diagnosing left bundle branch block from 12-lead electrocardiograms
Alireza Sadeghi, Alireza Rezaee, Farshid Hajati
Cardiac resynchronization therapy (CRT) is a treatment that is used to compensate for irregularities in the heartbeat. Studies have shown that this treatment is more effective in h…