Ellis CA - Search Results

1

Familial aggregation of seizure outcomes in four familial epilepsy cohorts.

Ellis CA, Tu D, Oliver KL, Mefford HC, Hauser WA, Buchhalter J, Epstein MP, Cao Q; EPGP Consortium; Epi4K Consortium; Berkovic SF, Ottman R. Ellis CA, et al. Epilepsia. 2024 May 13. doi: 10.1111/epi.18004. Online ahead of print. Epilepsia. 2024. PMID: 38738647

2

Uncovering Effects of Schizophrenia upon a Maximally Significant, Minimally Complex Subset of Default Mode Network Connectivity Features.

Seraji M, Ellis CA, Sendi MSE, Miller RL, Calhoun VD. Seraji M, et al. Among authors: ellis ca. bioRxiv [Preprint]. 2024 Apr 25:2024.04.24.590969. doi: 10.1101/2024.04.24.590969. bioRxiv. 2024. PMID: 38712056 Free PMC article. Preprint.

3

Identifying EEG Biomarkers of Depression with Novel Explainable Deep Learning Architectures.

Ellis CA, Sancho ML, Miller RL, Calhoun VD. Ellis CA, et al. bioRxiv [Preprint]. 2024 Mar 21:2024.03.19.585728. doi: 10.1101/2024.03.19.585728. bioRxiv. 2024. PMID: 38562835 Free PMC article. Preprint.

4

Explainable fuzzy clustering framework reveals divergent default mode network connectivity dynamics in schizophrenia.

Ellis CA, Miller RL, Calhoun VD. Ellis CA, et al. Front Psychiatry. 2024 Feb 15;15:1165424. doi: 10.3389/fpsyt.2024.1165424. eCollection 2024. Front Psychiatry. 2024. PMID: 38495909 Free PMC article.

5

Disparities in seizure outcomes revealed by large language models.

Xie K, Ojemann WKS, Gallagher RS, Shinohara RT, Lucas A, Hill CE, Hamilton RH, Johnson KB, Roth D, Litt B, Ellis CA. Xie K, et al. Among authors: ellis ca. J Am Med Inform Assoc. 2024 May 20;31(6):1348-1355. doi: 10.1093/jamia/ocae047. J Am Med Inform Assoc. 2024. PMID: 38481027

6

Disparities in Genetic Testing for Neurologic Disorders.

Baldwin A, Copeland J, Azage M, Dratch L, Johnson K, Paul RA, Amado DA, Baer M, Deik A, Elman LB, Guo M, Hamedani AG, Irwin DJ, Lasker A, Orthmann-Murphy J, Quinn CC, Tropea TF, Scherer SS, Shinohara RT, Hamilton RH, Ellis CA. Baldwin A, et al. Among authors: ellis ca. Neurology. 2024 Mar 26;102(6):e209161. doi: 10.1212/WNL.0000000000209161. Epub 2024 Mar 6. Neurology. 2024. PMID: 38447117

7

Identifying Reproducibly Important EEG Markers of Schizophrenia with an Explainable Multi-Model Deep Learning Approach.

Sancho ML, Ellis CA, Miller RL, Calhoun VD. Sancho ML, et al. Among authors: ellis ca. bioRxiv [Preprint]. 2024 Feb 13:2024.02.09.579600. doi: 10.1101/2024.02.09.579600. bioRxiv. 2024. PMID: 38405889 Free PMC article. Preprint.

8

Evaluating Augmentation Approaches for Deep Learning-based Major Depressive Disorder Diagnosis with Raw Electroencephalogram Data.

Ellis CA, Miller RL, Calhoun VD. Ellis CA, et al. bioRxiv [Preprint]. 2023 Dec 18:2023.12.15.571938. doi: 10.1101/2023.12.15.571938. bioRxiv. 2023. PMID: 38187601 Free PMC article. Preprint.

9

The role of copy number variants in the genetic architecture of common familial epilepsies.

Epi4K Consortium. Epi4K Consortium. Epilepsia. 2024 Mar;65(3):792-804. doi: 10.1111/epi.17860. Epub 2024 Jan 20. Epilepsia. 2024. PMID: 38101940

10

A Convolutional Autoencoder-based Explainable Clustering Approach for Resting-State EEG Analysis.

Ellis CA, Miller RL, Calhoun VD. Ellis CA, et al. Annu Int Conf IEEE Eng Med Biol Soc. 2023 Jul;2023:1-4. doi: 10.1109/EMBC40787.2023.10340375. Annu Int Conf IEEE Eng Med Biol Soc. 2023. PMID: 38083554

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