Dr. Mansour Abtahi Profile

Dr. Mansour Abtahi

at Univ of Illinois at Chicago

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Publications (4)

Proceedings Article | 13 March 2024 Poster + Paper

Evaluating color efficacy in fundus photography for artificial intelligence classification of retinopathy of prematurity

Behrouz Ebrahimi, David Le, Mansour Abtahi, Albert Dadzie, Alfa Rossi, Mojtaba Rahimi, Taeyoon Son, Susan Ostmo, J. Peter Campbell, R. V. Paul Chan, Xincheng Yao

Proceedings Volume 12824, 128240O (2024) https://doi.org/10.1117/12.3003192

KEYWORDS: Deep learning, Image classification, Color, Photography, Image fusion, Performance modeling, Eye, Artificial intelligence, Retina, Image processing

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Proceedings Article | 13 March 2024 Presentation + Paper

Deep learning for automated diagnosis of uveal melanoma

Albert Dadzie, Sabrina Iddir, Mansour Abtahi, Behrouz Ebrahimi, David Le, Taeyoon Son, Michael Heiferman, Xincheng Yao

Proceedings Volume 12824, 128240B (2024) https://doi.org/10.1117/12.3000655

KEYWORDS: Deep learning, Tumors, Data fusion, Image fusion, Melanoma, Visualization, Data modeling, Eye models, Performance modeling, Diagnostics

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Proceedings Article | 15 March 2023 Poster + Paper

Multi-fusion strategies for deep learning artery and vein segmentation in OCT angiography

Mansour Abtahi, David Le, Jennifer Lim, Xincheng Yao

Proceedings Volume 12360, 123600S (2023) https://doi.org/10.1117/12.2646724

KEYWORDS: Image segmentation, Optical coherence tomography, Veins, Arteries, Deep learning, Retinal diseases, Convolutional neural networks, Artificial intelligence, Machine learning, Retina

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Proceedings Article | 15 March 2023 Presentation + Paper

Retinal vascular connectivity network for deep learning OCTA construction from single OCT volume scan

David Le, Taeyoon Son, Tae-Hoon Kim, Mansour Abtahi, Tobiloba Adejumo, Xincheng Yao

Proceedings Volume 12360, 1236003 (2023) https://doi.org/10.1117/12.2646254

KEYWORDS: Optical coherence tomography, Deep learning, Performance modeling, Eye, Animal model studies, Capillaries, Animals, Visualization, Network architectures

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