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Author Correction: Alignment of brain embeddings and artificial contextual embeddings in natural language points to common geometric patterns.
Goldstein A, Grinstein-Dabush A, Schain M, Wang H, Hong Z, Aubrey B, Nastase SA, Zada Z, Ham E, Feder A, Gazula H, Buchnik E, Doyle W, Devore S, Dugan P, Reichart R, Friedman D, Brenner M, Hassidim A, Devinsky O, Flinker A, Hasson U. Goldstein A, et al. Among authors: gazula h. Nat Commun. 2024 Oct 1;15(1):8500. doi: 10.1038/s41467-024-52626-6. Nat Commun. 2024. PMID: 39353920 Free PMC article. No abstract available.
Scale matters: Large language models with billions (rather than millions) of parameters better match neural representations of natural language.
Hong Z, Wang H, Zada Z, Gazula H, Turner D, Aubrey B, Niekerken L, Doyle W, Devore S, Dugan P, Friedman D, Devinsky O, Flinker A, Hasson U, Nastase SA, Goldstein A. Hong Z, et al. Among authors: gazula h. bioRxiv [Preprint]. 2024 Oct 16:2024.06.12.598513. doi: 10.1101/2024.06.12.598513. bioRxiv. 2024. PMID: 39005394 Free PMC article. Preprint.
Machine learning of dissection photographs and surface scanning for quantitative 3D neuropathology.
Gazula H, Tregidgo HFJ, Billot B, Balbastre Y, Williams-Ramirez J, Herisse R, Deden-Binder LJ, Casamitjana A, Melief EJ, Latimer CS, Kilgore MD, Montine M, Robinson E, Blackburn E, Marshall MS, Connors TR, Oakley DH, Frosch MP, Young SI, Van Leemput K, Dalca AV, Fischl B, MacDonald CL, Keene CD, Hyman BT, Iglesias JE. Gazula H, et al. Elife. 2024 Jun 19;12:RP91398. doi: 10.7554/eLife.91398. Elife. 2024. PMID: 38896568 Free PMC article.
Alignment of brain embeddings and artificial contextual embeddings in natural language points to common geometric patterns.
Goldstein A, Grinstein-Dabush A, Schain M, Wang H, Hong Z, Aubrey B, Nastase SA, Zada Z, Ham E, Feder A, Gazula H, Buchnik E, Doyle W, Devore S, Dugan P, Reichart R, Friedman D, Brenner M, Hassidim A, Devinsky O, Flinker A, Hasson U. Goldstein A, et al. Among authors: gazula h. Nat Commun. 2024 Mar 30;15(1):2768. doi: 10.1038/s41467-024-46631-y. Nat Commun. 2024. PMID: 38553456 Free PMC article.
Decentralized Mixed Effects Modeling in COINSTAC.
Basodi S, Raja R, Gazula H, Romero JT, Panta S, Maullin-Sapey T, Nichols TE, Calhoun VD. Basodi S, et al. Among authors: gazula h. Neuroinformatics. 2024 Apr;22(2):163-175. doi: 10.1007/s12021-024-09657-7. Epub 2024 Mar 1. Neuroinformatics. 2024. PMID: 38424371
Enhancing collaborative neuroimaging research: introducing COINSTAC Vaults for federated analysis and reproducibility.
Martin D, Basodi S, Panta S, Rootes-Murdy K, Prae P, Sarwate AD, Kelly R, Romero J, Baker BT, Gazula H, Bockholt J, Turner JA, Esper NB, Franco AR, Plis S, Calhoun VD. Martin D, et al. Among authors: gazula h. Front Neuroinform. 2023 Jun 19;17:1207721. doi: 10.3389/fninf.2023.1207721. eCollection 2023. Front Neuroinform. 2023. PMID: 37404336 Free PMC article.
Machine learning of dissection photographs and surface scanning for quantitative 3D neuropathology.
Gazula H, Tregidgo HFJ, Billot B, Balbastre Y, William-Ramirez J, Herisse R, Deden-Binder LJ, Casamitjana A, Melief EJ, Latimer CS, Kilgore MD, Montine M, Robinson E, Blackburn E, Marshall MS, Connors TR, Oakley DH, Frosch MP, Young SI, Van Leemput K, Dalca AV, FIschl B, Mac Donald CL, Keene CD, Hyman BT, Iglesias JE. Gazula H, et al. bioRxiv [Preprint]. 2024 Jan 30:2023.06.08.544050. doi: 10.1101/2023.06.08.544050. bioRxiv. 2024. Update in: Elife. 2024 Jun 19;12:RP91398. doi: 10.7554/eLife.91398 PMID: 37333251 Free PMC article. Updated. Preprint.
Enhancing Collaborative Neuroimaging Research: Introducing COINSTAC Vaults for Federated Analysis and Reproducibility.
Martin D, Basodi S, Panta S, Rootes-Murdy K, Prae P, Sarwate AD, Kelly R, Romero J, Baker BT, Gazula H, Bockholt J, Turner J, Esper NB, Franco AR, Plis S, Calhoun VD. Martin D, et al. Among authors: gazula h. bioRxiv [Preprint]. 2023 May 11:2023.05.08.539852. doi: 10.1101/2023.05.08.539852. bioRxiv. 2023. Update in: Front Neuroinform. 2023 Jun 19;17:1207721. doi: 10.3389/fninf.2023.1207721 PMID: 37214791 Free PMC article. Updated. Preprint.
26 results