Banaei-Kashani F - Search Results

1

Device-measured physical activity data for classification of patients with ventricular arrhythmia events: A pilot investigation.

Marzec L, Raghavan S, Banaei-Kashani F, Creasy S, Melanson EL, Lange L, Ghosh D, Rosenberg MA. Marzec L, et al. PLoS One. 2018 Oct 29;13(10):e0206153. doi: 10.1371/journal.pone.0206153. eCollection 2018. PLoS One. 2018. PMID: 30372463 Free PMC article.

2

Multi-omics subtyping pipeline for chronic obstructive pulmonary disease.

Gillenwater LA, Helmi S, Stene E, Pratte KA, Zhuang Y, Schuyler RP, Lange L, Castaldi PJ, Hersh CP, Banaei-Kashani F, Bowler RP, Kechris KJ. Gillenwater LA, et al. PLoS One. 2021 Aug 25;16(8):e0255337. doi: 10.1371/journal.pone.0255337. eCollection 2021. PLoS One. 2021. PMID: 34432807 Free PMC article.

3

An Augmented High-Dimensional Graphical Lasso Method to Incorporate Prior Biological Knowledge for Global Network Learning.

Zhuang Y, Xing F, Ghosh D, Banaei-Kashani F, Bowler RP, Kechris K. Zhuang Y, et al. Front Genet. 2022 Jan 27;12:760299. doi: 10.3389/fgene.2021.760299. eCollection 2021. Front Genet. 2022. PMID: 35154240 Free PMC article.

4

Assessment of a Mobile Health iPhone App for Semiautomated Self-management of Chronic Recurrent Medical Conditions Using an N-of-1 Trial Framework: Feasibility Pilot Study.

Mande A, Moore SL, Banaei-Kashani F, Echalier B, Bull S, Rosenberg MA. Mande A, et al. JMIR Form Res. 2022 Apr 12;6(4):e34827. doi: 10.2196/34827. JMIR Form Res. 2022. PMID: 35412460 Free PMC article.

5

Significant Subgraph Detection in Multi-omics Networks for Disease Pathway Identification.

Abdel-Hafiz M, Najafi M, Helmi S, Pratte KA, Zhuang Y, Liu W, Kechris KJ, Bowler RP, Lange L, Banaei-Kashani F. Abdel-Hafiz M, et al. Front Big Data. 2022 Jun 22;5:894632. doi: 10.3389/fdata.2022.894632. eCollection 2022. Front Big Data. 2022. PMID: 35811829 Free PMC article.

6

Qualitative Evaluation of an Artificial Intelligence-Based Clinical Decision Support System to Guide Rhythm Management of Atrial Fibrillation: Survey Study.

Stacy J, Kim R, Barrett C, Sekar B, Simon S, Banaei-Kashani F, Rosenberg MA. Stacy J, et al. JMIR Form Res. 2022 Aug 11;6(8):e36443. doi: 10.2196/36443. JMIR Form Res. 2022. PMID: 35969422 Free PMC article.

7

NetSHy: network summarization via a hybrid approach leveraging topological properties.

Vu T, Litkowski EM, Liu W, Pratte KA, Lange L, Bowler RP, Banaei-Kashani F, Kechris KJ. Vu T, et al. Bioinformatics. 2023 Jan 1;39(1):btac818. doi: 10.1093/bioinformatics/btac818. Bioinformatics. 2023. PMID: 36548341 Free PMC article.

8

Effective Subject Representation based on Multi-omics Disease Networks using Graph Embedding.

Hussein S, Vu T, Lange L, Bowler RP, Kechris KJ, Banaei-Kashani F. Hussein S, et al. Among authors: banaei kashani f. Proceedings (IEEE Int Conf Bioinformatics Biomed). 2022 Dec;2022:1911-1918. doi: 10.1109/bibm55620.2022.9995707. Proceedings (IEEE Int Conf Bioinformatics Biomed). 2022. PMID: 36776768 Free PMC article.

9

Deep learning on graphs for multi-omics classification of COPD.

Zhuang Y, Xing F, Ghosh D, Hobbs BD, Hersh CP, Banaei-Kashani F, Bowler RP, Kechris K. Zhuang Y, et al. Among authors: banaei kashani f. PLoS One. 2023 Apr 21;18(4):e0284563. doi: 10.1371/journal.pone.0284563. eCollection 2023. PLoS One. 2023. PMID: 37083575 Free PMC article.

10

Evaluation of Quantitative Decision-Making for Rhythm Management of Atrial Fibrillation Using Tabular Q-Learning.

Barrett CD, Suzuki Y, Hussein S, Garg L, Tumolo A, Sandhu A, West JJ, Zipse M, Aleong R, Varosy P, Tzou WS, Banaei-Kashani F, Rosenberg MA. Barrett CD, et al. Among authors: banaei kashani f. J Am Heart Assoc. 2023 May 2;12(9):e028483. doi: 10.1161/JAHA.122.028483. Epub 2023 Apr 29. J Am Heart Assoc. 2023. PMID: 37119087 Free PMC article.

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