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Mozziyar Etemadi

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Articles 60
Citations 2081
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Recent Articles
11.
Ganti V, Gazi A, An S, Srivatsa A, Nevius B, Nichols C, et al.
J Am Heart Assoc . 2022 Sep; 11(18):e026067. PMID: 36102243
Background Patients with congenital heart disease (CHD) are at risk for the development of low cardiac output and other physiologic derangements, which could be detected early through continuous stroke volume...
12.
Sellergren A, Chen C, Nabulsi Z, Li Y, Maschinot A, Sarna A, et al.
Radiology . 2022 Jul; 305(2):454-465. PMID: 35852426
Background Developing deep learning models for radiology requires large data sets and substantial computational resources. Data set size limitations can be further exacerbated by distribution shifts, such as rapid changes...
13.
Huang J, Galal G, Etemadi M, Vaidyanathan M
JMIR Med Inform . 2022 May; 10(5):e36388. PMID: 35639450
Background: Racial bias is a key concern regarding the development, validation, and implementation of machine learning (ML) models in clinical settings. Despite the potential of bias to propagate health disparities,...
14.
Neill L, Etemadi M, Klein L, Inan O
JACC Basic Transl Sci . 2022 Apr; 7(3):316-318. PMID: 35411315
No abstract available.
15.
Mazumder N, Kazen A, Carek A, Etemadi M, Levitsky J
Physiol Rep . 2022 Mar; 10(5):e15223. PMID: 35274819
Objective: The objective of our study was to determine if the waveform from a simple pulse oximeter-like device could be used to accurately assess intravascular volume status in cirrhosis. Methods:...
16.
Kou W, Carlson D, Baumann A, Donnan E, Schauer J, Etemadi M, et al.
Artif Intell Med . 2022 Feb; 124:102233. PMID: 35115131
High-resolution manometry (HRM) is the primary procedure used to diagnose esophageal motility disorders. Its manual interpretation and classification, including evaluation of swallow-level outcomes and then derivation of a study-level diagnosis...
17.
Shandhi M, Fan J, Heller J, Etemadi M, Klein L, Inan O
IEEE Trans Biomed Eng . 2022 Jan; 69(8):2443-2455. PMID: 35100106
Objective: Tracking changes in hemodynamic congestion and the consequent proactive readjustment of treatment has shown efficacy in reducing hospitalizations for patients with heart failure (HF). However, the cost-prohibitive nature of...
18.
Chan M, Ganti V, Heller J, Abdallah C, Etemadi M, Inan O
Biosensors (Basel) . 2021 Dec; 11(12). PMID: 34940278
In light of the recent Coronavirus disease (COVID-19) pandemic, peripheral oxygen saturation (SpO) has shown to be amongst the vital signs most indicative of deterioration in persons with COVID-19. To...
19.
Kou W, Galal G, Klug M, Mukhin V, Carlson D, Etemadi M, et al.
Neurogastroenterol Motil . 2021 Oct; 34(7):e14290. PMID: 34709712
Background: This study aimed to build and evaluate a deep learning, artificial intelligence (AI) model to automatically classify swallow types based on raw data from esophageal high-resolution manometry (HRM). Methods:...
20.
Nabulsi Z, Sellergren A, Jamshy S, Lau C, Santos E, Kiraly A, et al.
Sci Rep . 2021 Sep; 11(1):15523. PMID: 34471144
Chest radiography (CXR) is the most widely-used thoracic clinical imaging modality and is crucial for guiding the management of cardiothoracic conditions. The detection of specific CXR findings has been the...