Author

Jared T. Sokol

Stanford Medicine

Listed by name: these papers carry no ORCID for this author, so different people with the same name may be mixed together.

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Bioengineering· 2

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Approach:deep learning· 2 Research Focus:cell type annotation· 1 Research Focus:differential expression· 1 Research Focus:drug response / drug discovery· 1 Research Focus:gene regulatory network inference· 1 Organism:human· 1 Assay:imaging· 1 Approach:transformer / foundation model· 1

Frequent Co-Authors

Minhaj Nur AlamiD· 2 shared Sina GholamiiD· 2 shared Tania HaghighiiD· 2 shared Theodore LengiD· 2 shared Adnan Ahsaniyan· 1 shared Atalie C. ThompsoniD· 1 shared Enaika Kishnani· 1 shared Fares HedayatiiD· 1 shared

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2025-2025 · peak 2/yr

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10 top collaborators · 37 mutual co-author links

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2 shared papersBioengineering

Minhaj Nur AlamORCID

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2 papers

Recent·Most cited

Compact Vision--Language Models Enable Efficient and Interpretable Automated OCT Analysis Through Layer Specific Multimodal Learning

Tania Haghighi, Sina Gholami, Jared T. Sokol, Jennifer I. Lim, Theodore Leng, Atalie C. Thompson, Hamed Tabkhi, Minhaj Nur Alam

This paper introduces LO-VLM, a compact vision-language model for OCT analysis that improves accuracy and interpretability in retinal disease classification and summary generation.

bioRxiv · Aug 7, 2025 · PreprintBioengineering

EYE-Llama, an in-domain large language model for ophthalmology

Tania Haghighi, Sina Gholami, Jared T. Sokol, Enaika Kishnani, Adnan Ahsaniyan, Holakou Rahmanian, Fares Hedayati, Theodore Leng, Minhaj Nur Alam

This paper introduces EYE-Llama, an ophthalmology-specific large language model trained on in-domain data, which outperforms baseline models in medical question-answering tasks.

iScience · Jun 23, 2025Peer-reviewedBioengineering