Babak Shahbaba
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Explore the profile of Babak Shahbaba including associated specialties, affiliations and a list of published articles.
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45
Citations
883
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Recent Articles
1.
Hoffman M, Kitto C, Zhang Z, Shi J, Walker M, Shahbaba B, et al.
Diagnostics (Basel)
. 2024 Jul;
14(14).
PMID: 39061599
The AVERT PRETERM trial (NCT03151330) evaluated whether screening clinically low-risk pregnancies with a validated maternal blood biomarker test for spontaneous preterm birth (sPTB) risk, followed by preventive treatments for those...
2.
Cramer S, Parodi L, Moslemi Z, Braun R, Aldridge C, Shahbaba B, et al.
Stroke
. 2024 Jul;
55(8):2094-2102.
PMID: 38979623
Background: Genetic association studies can reveal biology and treatment targets but have received limited attention for stroke recovery. STRONG (Stroke, Stress, Rehabilitation, and Genetics) was a prospective, longitudinal (1-year), genetic...
3.
Duan J, Ngo M, Karri S, Tsoi L, Gudjonsson J, Shahbaba B, et al.
Nat Commun
. 2024 May;
15(1):3840.
PMID: 38714698
As the circadian clock regulates fundamental biological processes, disrupted clocks are often observed in patients and diseased tissues. Determining the circadian time of the patient or the tissue of focus...
4.
Tran B, Shahbaba B, Mandt S, Filippone M
Proc Mach Learn Res
. 2024 Apr;
202:34409-34430.
PMID: 38644959
We present a fully Bayesian autoencoder model that treats both local latent variables and global decoder parameters in a Bayesian fashion. This approach allows for flexible priors and posterior approximations...
5.
Ren Y, Shahbaba B, Stark C
Alzheimers Dement (Amst)
. 2023 Nov;
15(4):e12494.
PMID: 37908438
Introduction: To reduce demands on expert time and improve clinical efficiency, we developed a framework to evaluate whether inexpensive, accessible data could accurately classify Alzheimer's disease (AD) clinical diagnosis and...
6.
Zhang C, Shahbaba B, Zhao H
Bayesian Anal
. 2023 May;
13(2):485-506.
PMID: 37151569
Traditionally, the field of computational Bayesian statistics has been divided into two main subfields: variational methods and Markov chain Monte Carlo (MCMC). In recent years, however, several methods have been...
7.
Duan J, Ngo M, Karri S, Tsoi L, Gudjonsson J, Shahbaba B, et al.
bioRxiv
. 2023 Apr;
PMID: 37066246
As the circadian clock regulates fundamental biological processes, disrupted clocks are often observed in patients and diseased tissues. Determining the circadian time of the patient or the tissue of focus...
8.
Ehwerhemuepha L, Roth B, Patel A, Heutlinger O, Heffernan C, Arrieta A, et al.
JAMA Netw Open
. 2022 May;
5(5):e2211967.
PMID: 35579899
Importance: Identifying the associations between severe COVID-19 and individual cardiovascular conditions in pediatric patients may inform treatment. Objective: To assess the association between previous or preexisting cardiovascular conditions and severity...
9.
Shahbaba B, Li L, Agostinelli F, Saraf M, Cooper K, Haghverdian D, et al.
Nat Commun
. 2022 Feb;
13(1):787.
PMID: 35136052
The hippocampus is critical to the temporal organization of our experiences. Although this fundamental capacity is conserved across modalities and species, its underlying neuronal mechanisms remain unclear. Here we recorded...
10.
Cramer S, See J, Liu B, Edwardson M, Wang X, Radom-Aizik S, et al.
Neurorehabil Neural Repair
. 2021 Dec;
36(2):131-139.
PMID: 34933635
Objective: Patients show substantial differences in response to rehabilitation therapy after stroke. We hypothesized that specific genetic profiles might explain some of this variance and, secondarily, that genetic factors are...