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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, Schain M, 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. PMID: 37333251 Free PMC article. 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. PMID: 37214791 Free PMC article. Updated. Preprint.
Federated Analysis in COINSTAC Reveals Functional Network Connectivity and Spectral Links to Smoking and Alcohol Consumption in Nearly 2,000 Adolescent Brains.
Gazula H, Rootes-Murdy K, Holla B, Basodi S, Zhang Z, Verner E, Kelly R, Murthy P, Chakrabarti A, Basu D, Bhagyalakshmi Nanjayya S, Lenin Singh R, Lourembam Singh R, Kalyanram K, Kartik K, Kalyanaraman K, Ghattu K, Kuriyan R, Kurpad SS, Barker GJ, Bharath RD, Desrivieres S, Purushottam M, Orfanos DP, Sharma E, Hickman M, Toledano M, Vaidya N, Banaschewski T, Bokde ALW, Flor H, Grigis A, Garavan H, Gowland P, Heinz A, Brühl R, Martinot JL, Paillére Martinot ML, Artiges E, Nees F, Paus T, Poustka L, Fröhner JH, Robinson L, Smolka MN, Walter H, Winterer J, Whelan R; IMAGEN Consortium; Turner JA, Sarwate AD, Plis SM, Benegal V, Schumann G, Calhoun VD. Gazula H, et al. Neuroinformatics. 2023 Apr;21(2):287-301. doi: 10.1007/s12021-022-09604-4. Epub 2022 Nov 25. Neuroinformatics. 2023. PMID: 36434478
Interpreting models interpreting brain dynamics.
Rahman MM, Mahmood U, Lewis N, Gazula H, Fedorov A, Fu Z, Calhoun VD, Plis SM. Rahman MM, et al. Among authors: gazula h. Sci Rep. 2022 Jul 21;12(1):12023. doi: 10.1038/s41598-022-15539-2. Sci Rep. 2022. PMID: 35864279 Free PMC article.
23 results