 Farnoush Banaei-Kashani
| Title | Associate Professor |
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| Institution | University of Colorado Denver - Denver Campus |
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| Department | CEDC-Computer SC & Engineering |
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| Phone | 303/315-0116 |
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| Title | Faculty Fellow |
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| Institution | University of Colorado Denver - Denver Campus |
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| Department | CEDC-Dean of Engineering |
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| Title | Associate Professor |
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| Institution | University of Colorado Denver - Denver Campus |
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| Department | CLAS-Mathematics |
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 Bibliographic
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Hill AC, Guo C, Litkowski EM, Manichaikul AW, Yu B, Konigsberg IR, Gorbet BA, Lange LA, Pratte KA, Kechris KJ, DeCamp M, Coors M, Ortega VE, Rich SS, Rotter JI, Gerzsten RE, Clish CB, Curtis JL, Hu X, Obeidat ME, Morris M, Loureiro J, Ngo D, O'Neal WK, Meyers DA, Bleecker ER, Hobbs BD, Cho MH, Banaei-Kashani F, Bowler RP. Large scale proteomic studies create novel privacy considerations. Sci Rep. 2023 06 07; 13(1):9254. PMID: 37286633.
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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. Evaluation of Quantitative Decision-Making for Rhythm Management of Atrial Fibrillation Using Tabular Q-Learning. J Am Heart Assoc. 2023 05 02; 12(9):e028483. PMID: 37119087.
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Zhuang Y, Xing F, Ghosh D, Hobbs BD, Hersh CP, Banaei-Kashani F, Bowler RP, Kechris K. Deep learning on graphs for multi-omics classification of COPD. PLoS One. 2023; 18(4):e0284563. PMID: 37083575.
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Vu T, Litkowski EM, Liu W, Pratte KA, Lange L, Bowler RP, Banaei-Kashani F, Kechris KJ. NetSHy: network summarization via a hybrid approach leveraging topological properties. Bioinformatics. 2023 01 01; 39(1). PMID: 36548341.
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Hussein S, Vu T, Lange L, Bowler RP, Kechris KJ, Banaei-Kashani F. Effective Subject Representation based on Multi-omics Disease Networks using Graph Embedding. Proceedings (IEEE Int Conf Bioinformatics Biomed). 2022 Dec; 2022:1911-1918. PMID: 36776768.
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Konz L, Hill A, Banaei-Kashani F. ST-DeepGait: A Spatiotemporal Deep Learning Model for Human Gait Recognition. Sensors (Basel). 2022 Oct 21; 22(20). PMID: 36298427.
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Stacy J, Kim R, Barrett C, Sekar B, Simon S, Banaei-Kashani F, Rosenberg MA. Qualitative Evaluation of an Artificial Intelligence-Based Clinical Decision Support System to Guide Rhythm Management of Atrial Fibrillation: Survey Study. JMIR Form Res. 2022 Aug 11; 6(8):e36443. PMID: 35969422.
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Abdel-Hafiz M, Najafi M, Helmi S, Pratte KA, Zhuang Y, Liu W, Kechris KJ, Bowler RP, Lange L, Banaei-Kashani F. Significant Subgraph Detection in Multi-omics Networks for Disease Pathway Identification. Front Big Data. 2022; 5:894632. PMID: 35811829.
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Mande A, Moore SL, Banaei-Kashani F, Echalier B, Bull S, Rosenberg MA. 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. JMIR Form Res. 2022 Apr 12; 6(4):e34827. PMID: 35412460.
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Zhuang Y, Xing F, Ghosh D, Banaei-Kashani F, Bowler RP, Kechris K. An Augmented High-Dimensional Graphical Lasso Method to Incorporate Prior Biological Knowledge for Global Network Learning. Front Genet. 2021; 12:760299. PMID: 35154240.
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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. Multi-omics subtyping pipeline for chronic obstructive pulmonary disease. PLoS One. 2021; 16(8):e0255337. PMID: 34432807.
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Lusk R, Stene E, Banaei-Kashani F, Tabakoff B, Kechris K, Saba LM. Aptardi predicts polyadenylation sites in sample-specific transcriptomes using high-throughput RNA sequencing and DNA sequence. Nat Commun. 2021 03 12; 12(1):1652. PMID: 33712618.
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Marzec L, Raghavan S, Banaei-Kashani F, Creasy S, Melanson EL, Lange L, Ghosh D, Rosenberg MA. Device-measured physical activity data for classification of patients with ventricular arrhythmia events: A pilot investigation. PLoS One. 2018; 13(10):e0206153. PMID: 30372463.
This graph shows the total number of publications by year, by first, middle/unknown, or last author.
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| Year | Publications |
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| 2018 | 1 | | 2021 | 2 | | 2022 | 6 | | 2023 | 4 |
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