Search Results for author: Mona Ashtari-Majlan

Found 4 papers, 2 papers with code

Spatial-aware Transformer-GRU Framework for Enhanced Glaucoma Diagnosis from 3D OCT Imaging

1 code implementation8 Mar 2024 Mona Ashtari-Majlan, Mohammad Mahdi Dehshibi, David Masip

Glaucoma, a leading cause of irreversible blindness, necessitates early detection for accurate and timely intervention to prevent irreversible vision loss.

F1 Score Management +1

Deep Learning and Computer Vision for Glaucoma Detection: A Review

no code implementations31 Jul 2023 Mona Ashtari-Majlan, Mohammad Mahdi Dehshibi, David Masip

Glaucoma is the leading cause of irreversible blindness worldwide and poses significant diagnostic challenges due to its reliance on subjective evaluation.

Benchmarking

A multi-stream convolutional neural network for classification of progressive MCI in Alzheimer's disease using structural MRI images

no code implementations3 Mar 2022 Mona Ashtari-Majlan, Abbas Seifi, Mohammad Mahdi Dehshibi

We propose a multi-stream deep convolutional neural network fed with patch-based imaging data to classify stable MCI and progressive MCI.

F1 Score

ADVISE: ADaptive Feature Relevance and VISual Explanations for Convolutional Neural Networks

1 code implementation2 Mar 2022 Mohammad Mahdi Dehshibi, Mona Ashtari-Majlan, Gereziher Adhane, David Masip

To this end, we propose using adaptive bandwidth kernel density estimation to assign a relevance score to each unit of the feature map with respect to the predicted class.

Density Estimation Image Classification

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