Author

Sina Gholami

Observed name: Gholami, Sina

Institution: University of North Carolina at Charlotte

Observed institution: University of North Carolina at Charlotte

ORCID: 0009-0007-5488-4998

Observed ORCID: 0009-0007-5488-4998

OpenAlex ID: A5108849568

Distributed training of foundation models for ophthalmic diagnosis

2025 · Sina Gholami, Fatema-E Jannat, et al. · Communications Engineering · 24

PDF

OCT-SelfNet: a self-supervised framework with multi-source datasets for generalized retinal disease detection

2025 · Fatema-E Jannat, Sina Gholami, et al. · Frontiers in Big Data · 15

Multi-OCT-SelfNet: integrating self-supervised learning with multi-source data fusion for enhanced multi-class retinal disease classification

2026 · Fatema E. Jannat, Sina Gholami, et al. · Frontiers in Systems Biology · 5

PDF

Multi-class classification of central and non-central geographic atrophy using optical coherence tomography

2026 · Sadia Siraz, Hindolo Kamanda, et al. · Experimental Biology and Medicine · 1

PDF

FedEDAuth -- Federated Embedding Distribution Authentication for Counterfeit IC Detection

2026 · Lodge, Naseeruddin, Aklekar, Dhruva, et al. · arXiv (Cornell University) · 1

PDF

Compact vision language models enable efficient and interpretable optical coherence tomography through layer-specific multimodal learning

2025 · Tania Haghighi, Sina Gholami, et al. · Communications Medicine · 1

FedTED: Federated Learning for Robust Thyroid Eye Disease Detection with Masked Autoencoders

2025 · Wai Tak Lau, Angela McCarthy, et al. · IEEE-EMBS International Conference on Biomedical and Health Informatics (BHI ...) · 1

Learning Pathology-Sensitive Representations for Unsupervised Retinal OCT Anomaly Detection

2026 · Haghighi, Tania, Gholami, Sina, et al. · arXiv (Cornell University)

PDF

OCT-FedSIR: Toward Trustworthy Federated Ophthalmic Learning under Annotation Noise

2026 · Gholami, Sina, Ali, Abdulmoneam, et al. · arXiv (Cornell University)

PDF

Sequential Deep Learning to Predict Non-Central to Central Geographic Atrophy Progression from OCT Imaging

2026 · Sadia Siraz, Hindolo Kamanda, et al. · medRxiv

PDF

Anatomy-Aware Unsupervised Detection and Localization of Retinal Abnormalities in Optical Coherence Tomography

2026 · Haghighi, Tania, Gholami, Sina, et al. · arXiv (Cornell University)

PDF

FedSIR: Spectral Client Identification and Relabeling for Federated Learning with Noisy Labels

2026 · Gholami, Sina, Ali, Abdulmoneam, et al. · arXiv (Cornell University)

PDF

Anatomically guided vision–language model for efficient OCT disease classification and reporting

2026 · Tania Haghighi, Sina Gholami, et al. · Ophthalmic Technologies

FedSim: foundational federated multi-task learning for ophthalmic diagnostics

2026 · Sina Gholami, Abdulmoneam Ali, et al. · Ophthalmic Technologies

Denoising diffusion probabilistic models for classifying ophthalmic disease

2025 · Sina Gholami, Fatema-E Jannat, et al. · Ophthalmic Technologies

Works count: 15

Citation count: 48

H-index: 3

I10-index: 2