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David Liang

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Articles 112
Citations 1336
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Recent Articles
1.
Liang D, Paul A, Weir D, Deneer V, Greiner R, Siebes A, et al.
Comput Methods Programs Biomed . 2025 Feb; 263:108658. PMID: 39999597
We present a systematic review of methods used to estimate Dynamic Treatment Regimens (DTR) using observational healthcare data and provide a brief summary of their strengths and weaknesses, evaluation metrics,...
2.
Vrudhula A, Duffy G, Vukadinovic M, Liang D, Cheng S, Ouyang D
Circulation . 2024 Aug; 150(12):923-933. PMID: 39129623
Background: Diagnosis of mitral regurgitation (MR) requires careful evaluation by echocardiography with Doppler imaging. This study presents the development and validation of a fully automated deep learning pipeline for identifying...
3.
Vrudhula A, Vukadinovic M, Haeffle C, Kwan A, Berman D, Liang D, et al.
medRxiv . 2024 Jul; PMID: 38978651
Background And Aims: Diagnosis of tricuspid regurgitation (TR) requires careful expert evaluation. This study developed an automated deep learning pipeline for assessing TR from transthoracic echocardiography. Methods: An automated deep...
4.
Kwan A, Chang E, Jain I, Theurer J, Tang X, Francisco N, et al.
JACC Cardiovasc Imaging . 2024 Mar; 17(7):715-725. PMID: 38551533
Background: Echocardiographic strain measurements require extensive operator experience and have significant intervendor variability. Creating an automated, open-source, vendor-agnostic method to retrospectively measure global longitudinal strain (GLS) from standard echocardiography B-mode...
5.
Lopez R, Courtney A, Liang D, Swinchoski A, Goodson P, Denny B
Emotion . 2023 May; 24(1):130-138. PMID: 37253207
Social support, as perceived and experienced within one's social network, has been associated with greater well-being and favorable health outcomes. The transition to college marks a critical time in which...
6.
Liang D, Jiang L, Bhat S, Missiroli S, Perrone M, Lauriola A, et al.
Cell Rep . 2023 Jan; 42(1):111999. PMID: 36662618
Substrate degradation by the ubiquitin proteasome system (UPS) in specific membrane compartments remains elusive. Here, we show that the interplay of two lipid modifications and PDE6δ regulates compartmental substrate targeting...
7.
Tuzovic M, Tang X, Francisco N, Sell A, Drew R, Paloma A, et al.
Echocardiography . 2022 Nov; 39(12):1522-1531. PMID: 36376263
Background: Reference change value (RCV) is used to assess the significance of the difference between two measurements after accounting for pre-analytic, analytic, and within-subject variability. The objective of the current...
8.
Bhat S, Vasi Z, Adhikari R, Gudur A, Ali A, Jiang L, et al.
Curr Opin Pharmacol . 2022 Oct; 67:102310. PMID: 36288660
The ubiquitin proteasome system (UPS) is a proteolytic machinery for the degradation of protein substrates that are post-translationally conjugated with ubiquitin polymers through the enzymatic action of ubiquitin ligases, in...
9.
Cox K, Oquendo Y, Liang D, Tierney E
JTCVS Open . 2022 Aug; 10:113-120. PMID: 36004220
Objective: Aortic root (AoR) size remains an imperfect predictor of rate of aortic dilation in Marfan syndrome (MFS). Indicators of vascular phenotype such as aortic stiffness have been proposed as...
10.
Caudal A, Mondejar-Parreno G, Vera C, Williams D, Shenoy S, Liang D, et al.
Stem Cell Res . 2022 Jul; 63:102855. PMID: 35853412
Familial dilated cardiomyopathy (DCM) is among the most prevalent forms of inherited heart disease. Here, two human-induced pluripotent stem cell (iPSC) lines were generated from peripheral blood mononuclear cells (PBMCs)...