Author

S. Gholami

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

Biology Disciplines

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Bioengineering· 2 Biophysics· 1

Signature Assays, Organisms & Methods

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Approach:deep learning· 2 Organism:bacteria (other)· 1 Approach:benchmark study· 1 Research Focus:cell-cell communication· 1 Research Focus:differential expression· 1 Research Focus:drug response / drug discovery· 1 Assay:fluorescence / live-cell microscopy· 1 Assay:imaging· 1

Frequent Co-Authors

M. N. Alam· 2 shared T. Leng· 2 shared A. Ahsaniyan· 1 shared A. C. Thampson· 1 shared C. Alleva· 1 shared C. Fahlke· 1 shared E. Kishnani· 1 shared F. Hedayati· 1 shared

Activity by Year

2023-2024 · peak 2/yr

Co-Author Collaboration Network

10 top collaborators · 21 mutual co-author links

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2 shared papersBioengineering

M. N. Alam

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3 papers

Recent·Most cited

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

t. haghighi, S. Gholami, J. T. Sokol, E. Kishnani, A. Ahsaniyan, H. Rahmanian, F. Hedayati, T. Leng, M. N. 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.

bioRxiv · Apr 26, 2024Bioengineering

Transport mechanism of DgoT, a bacterial homolog of SLC17 organic anion transporters

N. Dmitrieva, S. Gholami, C. Alleva, P. Carloni, M. Alfonso-Prieto, C. Fahlke

This study elucidates the transport mechanism of DgoT, a bacterial homolog of SLC17 transporters, revealing key proton and substrate interactions that drive conformational changes and transport.

bioRxiv · Feb 7, 2024Biophysics

Federated learning for diagnosis of age-related macular degeneration

S. Gholami, J. I. Lim, T. Leng, S. S. Y. Ong, A. C. Thampson, M. N. Alam

This paper develops a federated learning approach for AMD diagnosis using OCT images, showing that adaptive personalization FL achieves high performance with decentralized data.

bioRxiv · Jul 6, 2023 · PreprintBioengineering