NE
Noushin Eftekhari
Deep Learningcs.CVCT scanimagingphysics.ao-phsurvivalattentionBiomarkers, TumorBreast cancerBreast Neoplasms
On Valency
published · living versionsW_8c76yzrp·v1 · currentpublished
Scale-aware and spatially-localised optimisation of kilometre-scale MLWP models
with James Chappell, Sophie Luise Arana, Jack Bowyer, Alejandro Coca-Castro +11
1 version
Preprints & journals
9 papers in the corpus · 2017–2026Fusing imaging and metabolic modeling via multimodal deep learning in ovarian cancer.42025163 · Eftekhari, Noushin, Verma, Suraj, Saha, Aninda et al.2026 · 0 citationsCell systems. 2026;17(6):101594
From bulk to single-cell and spatial data: An AI framework to characterise breast cancer metabolic dysregulations across modalities.41110299 · Doan, Le Minh Thao, Verma, Suraj, Eftekhari, Noushin et al.2025 · 3 citationsComputers in biology and medicine. 2025;198(Pt B):111195
FastNet: Improving the physical consistency of machine-learning weather prediction models through loss function design2509.17601v1 · Tom Dunstan, Oliver Strickson, Thusal Bennett et al.2025 · 0 citationsArtif. Intell. Earth Syst., 5, 250090, 2006
Technical overview and architecture of the FastNet Machine Learning weather prediction model, version 1.02509.17658v2 · Eric G. Daub, Tom Dunstan, Thusal Bennett et al.2025 · 1 citationarXiv
Cross-attention enables deep learning on limited omics-imaging-clinical data of 130 lung cancer patients.38981473 · Verma, Suraj, Magazzù, Giuseppe, Eftekhari, Noushin et al.2024 · 21 citationsCell reports methods. 2024;4(7):100817
Computer Aided Detection for Pulmonary Embolism Challenge (CAD-PE)2003.13440v1 · Germ'an Gonz'alez, Daniel Jimenez-Carretero, Sara Rodr'iguez-L'opez et al.2020 · 11 citationsarXiv
Microaneurysm detection in fundus images using a two-step convolutional neural network.31142335 · Eftekhari, Noushin, Pourreza, Hamid-Reza, Masoudi, Mojtaba et al.2019 · 150 citationsBiomedical engineering online. 2019;18(1):67
A new dataset of computed-tomography angiography images for computer-aided detection of pulmonary embolism.30179235 · Masoudi, Mojtaba, Pourreza, Hamid-Reza, Saadatmand-Tarzjan, Mahdi et al.2019 · 85 citationsScientific data. 2018;5:180180
A dataset for Computer-Aided Detection of Pulmonary Embolism in CTA images1707.01330v1 · Mojtaba Masoudi, Hamidreza Pourreza, Mahdi Saadatmand Tarzjan et al.2017 · 1 citationarXiv
Career total: 13 works. 9 are in this corpus.
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