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Meeting Abstract (23)
Journal Articles (5)

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Investigative Ophthalmology & Visual Science (24)
Translational Vision Science & Technology (4)

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ARVO Annual Meeting Abstract (21)
Articles (3)
ARVO Imaging in the Eye Conference Abstract (2)
Multidisciplinary Ophthalmic Imaging (1)
Special Issue (1)

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Eye Anatomy and Disorders (4)
Retina (4)
Translational Research (4)
Imaging (3)
Multidisciplinary Ophthalmic Imaging (2)
Retinal Imaging (2)
Visual Neuroscience (1)

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angiogram (2)
color (2)
nonproliferative diabetic retinopathy (2)
optical coherence tomography (2)
datasets (1)
diabetic retinopathy (1)
diameter (1)
hypertension (1)
learning (1)
mice (1)

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ARVO Annual Meeting Abstract June 2024

FedMiM - Domain adaptive federated learning for classifying age-related macular degeneration

Sina Gholami; Fatema Jannat; Sally Ong; Atalie C. Thompson; Jennifer I Lim; Theodore Leng; hamed Tabkhivayghan; Minhaj Nur Alam

Invest. Ophthalmol. Vis. Sci.. 2024; 65(7):2769.

ARVO Annual Meeting Abstract June 2024

Quantifying Features of Image-to-image Translated OCTA from OCT

Rashadul Hasan Badhon; Sina Gholami; Atalie C. Thompson; Jennifer I Lim; Theodore Leng; Minhaj Nur Alam

Invest. Ophthalmol. Vis. Sci.. 2024; 65(7):5709.

ARVO Annual Meeting Abstract June 2024

To assess the potential and capabilities of large language models (LLMs) trained on in-domain ophthalmology data.

Minhaj Nur Alam; Tania Haghighi; Sina Gholami; Theodore Leng

Invest. Ophthalmol. Vis. Sci.. 2024; 65(7):5656.

ARVO Imaging in the Eye Conference Abstract June 2023

A federated learning framework for training multi-class OCT classification models

Sina Gholami; Theodore Leng; Minhaj Nur Alam

Invest. Ophthalmol. Vis. Sci.. 2023; 64(9):PB005.

ARVO Annual Meeting Abstract June 2022

FundusNet, A self-supervised contrastive learning framework for Fundus Feature Learning

Nooshin Mojab; Minhaj Alam; Joelle Hallak

Invest. Ophthalmol. Vis. Sci.. 2022; 63(7):188 – F0035.

ARVO Annual Meeting Abstract June 2022

Optimal Selection of Longitudinally Measured Imaging Biomarkers Affecting Conversion Time to Neovascular AMD Using a Regularized Multivariate Bayesian Joint Model

Soumya Sahu; Luis De Sisternes; Minhaj Nur Alam; Theodore Leng; Daniel Rubin; Jiehuan Sun; Sanjib Basu; Joelle Hallak

Invest. Ophthalmol. Vis. Sci.. 2022; 63(7):176 – F0023.

ARVO Annual Meeting Abstract June 2022

Methods for Manual Segmentation of Hyper-resonant Foci to Identify a Ground Truth for Deep Learning Models

Abhishek Sethi; Minhaj Nur Alam; Monique Munro; Sarang Goel; Maximilian Pfau; Joelle Hallak

Invest. Ophthalmol. Vis. Sci.. 2022; 63(7):2074 – F0063.

ARVO Annual Meeting Abstract June 2022

Contrastive learning improves representation and transferability of diabetic retinopathy classification models

Minhaj Nur Alam; Theodore Leng; Joelle Hallak; Daniel Rubin

Invest. Ophthalmol. Vis. Sci.. 2022; 63(7):1156.

ARVO Annual Meeting Abstract June 2021

Deep learning based binary image quality algorithm for low-cost fundus imaging system in remote care settings

Taylor Shagam; Minhaj Alam; Simon Bello; Laura Tracewell; Bryan Rogoff; Patricia Sha; Noli Graves; Dorothy Hitchmoth; Mary K Durbin; Niranchana Manivannan

Invest. Ophthalmol. Vis. Sci.. 2021; 62(8):100.

ARVO Annual Meeting Abstract June 2021

Optimizing inference performance of a fundus image quality neural network model for edge computing using TensorFlow Lite

Hugang Ren; Simon Bello; Minhaj Nur Alam; Niranchana Manivannan; Taylor Shagam; Neil D'Souza

Invest. Ophthalmol. Vis. Sci.. 2021; 62(8):113.

ARVO Annual Meeting Abstract June 2021

Automated region of interest selection improves the deep learning based segmentation of hyper-reflective foci in optical coherence tomography images

Minhaj Nur Alam; Maximilian Pfau; Darvin Yi; Daniel L Rubin; Joelle Hallak

Invest. Ophthalmol. Vis. Sci.. 2021; 62(8):2449.

ARVO Imaging in the Eye Conference Abstract July 2020

Deep learning for artery-vein classification in OCT angiography

Minhaj Nur Alam; David Le; Jennifer I Lim; Xincheng Yao

Invest. Ophthalmol. Vis. Sci.. 2020; 61(9):PB00135.

Special Issue July 2020

Transfer Learning for Automated OCTA Detection of Diabetic Retinopathy

PDF

David Le; Minhaj Alam; Cham K. Yao; Jennifer I. Lim; Yi-Ting Hsieh; Robison V. P. Chan; Devrim Toslak; Xincheng Yao
TAGS: diabetic retinopathy, learning, transfer technique, datasets
Trans. Vis. Sci. Tech.. 2020; 9(2):35. https://doi.org/10.1167/tvst.9.2.35

ARVO Annual Meeting Abstract June 2020

Deep Machine Learning for OCTA Classification of Diabetic Retinopathy

David Le; Minhaj Nur Alam; Jennifer I Lim; Robison Vernon Paul Chan; Xincheng Yao

Invest. Ophthalmol. Vis. Sci.. 2020; 61(7):4104.

ARVO Annual Meeting Abstract July 2019

Quantitative geometric features in optical coherence tomography angiography of diabetic retinopathy

David Le; Minhaj Nur Alam; Jennifer I Lim; Xincheng Yao

Invest. Ophthalmol. Vis. Sci.. 2019; 60(9):3013.

ARVO Annual Meeting Abstract July 2019

En-face OCT feature analysis enables objective artery-vein differentiation in OCT angiography

Minhaj Nur Alam; David Le; Jennifer I Lim; Xincheng Yao

Invest. Ophthalmol. Vis. Sci.. 2019; 60(9):3279.

Articles April 2019

Differential Artery–Vein Analysis Improves the Performance of OCTA Staging of Sickle Cell Retinopathy

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Minhaj Alam; Jennifer I. Lim; Devrim Toslak; Xincheng Yao
TAGS: sickle cell retinopathy
Trans. Vis. Sci. Tech.. 2019; 8(2):3. https://doi.org/10.1167/tvst.8.2.3

Articles December 2018

Comparative Optical Coherence Tomography Angiography of Wild-Type and rd10 Mouse Retinas

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Tae-Hoon Kim; Taeyoon Son; Yiming Lu; Minhaj Alam; Xincheng Yao
TAGS: angiogram, mice, optical coherence tomography, retina, retinal degeneration
Trans. Vis. Sci. Tech.. 2018; 7(6):42. https://doi.org/10.1167/tvst.7.6.42

Multidisciplinary Ophthalmic Imaging October 2018

Color Fundus Image Guided Artery-Vein Differentiation in Optical Coherence Tomography Angiography

PDF

Minhaj Alam; Devrim Toslak; Jennifer I. Lim; Xincheng Yao
TAGS: angiogram, color, nonproliferative diabetic retinopathy, optical coherence tomography
Invest. Ophthalmol. Vis. Sci.. 2018; 59(12):4953-4962. https://doi.org/10.1167/iovs.18-24831

ARVO Annual Meeting Abstract July 2018

Quantitative OCT angiography for computer-aided classification of diabetic retinopathy

Minhaj Nur Alam; Yue Zhang; Jennifer I Lim; Robison Vernon Paul Chan; Min Yang; Xincheng Yao

Invest. Ophthalmol. Vis. Sci.. 2018; 59(9):1224.

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Investigative Ophthalmology & Visual Science
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