Publications

You can also find my articles on my Google Scholar profile.

Journal Articles

Improving In Situ Real-Time Classification of Long-Tail Marine Plankton Images for Ecosystem Studies

Published in ECCV, CV4E Workshop, 2024

This paper presents a model for enhancing in situ, real-time classification of long-tail marine plankton species, essential for biodiversity monitoring.

Recommended citation: N. Eftekhari, S. Pitois, M. Masoudi, R. E. Blackwell, J. Scott, S. L. C. Giering, "Improving in situ real-time classification of long-tail marine plankton images for ecosystem studies," ECCV, CV4E Workshop, 2024.
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Cross-Attention Enables Deep Learning on Limited Omics-Imaging-Clinical Data of 130 Lung Cancer Patients

Published in Cell Reports Methods, 2024

This study introduces a cross-attention mechanism for multi-modal deep learning on limited data in lung cancer research.

Recommended citation: S. Verma, G. Magazzù, N. Eftekhari, A. Occhipinti, C. Angione, "Cross-attention enables deep learning on limited omics-imaging-clinical data of 130 lung cancer patients," Cell Reports Methods, 2024.
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Optimizing Plankton Image Classification with Metadata-Enhanced Representation Learning

Published in IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2024

This research explores the integration of metadata for improving the classification of plankton images, enhancing real-time environmental monitoring.

Recommended citation: M. Masoudi, S. Verma, N. Eftekhari, M. Massot-Campos, J. O. Irisson, B. Thornton, "Optimizing plankton image classification with metadata-enhanced representation learning," IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2024.
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Microaneurysm Detection in Fundus Images Using a Two-Step Convolutional Neural Network

Published in Biomedical Engineering Online, 2019

This study presents a novel approach for detecting microaneurysms in fundus images, enhancing early diagnosis in diabetic retinopathy.

Recommended citation: N. Eftekhari, H. Pourreza, M. Masoudi, K. G. Shirazi, and E. Saeedi, "Microaneurysm detection in fundus images using a two-step convolutional neural network," Biomedical Engineering Online, 2019.
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Noushin Eftekhari