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Evaluation of a Deep Learning-Based Automated CT Coronary Artery Calcium Scoring Algorithm.
Martin SS, van Assen M, Rapaka S, Hudson HT Jr, Fischer AM, Varga-Szemes A, Sahbaee P, Schwemmer C, Gulsun MA, Cimen S, Sharma P, Vogl TJ, Schoepf UJ. Martin SS, et al. Among authors: sharma p. JACC Cardiovasc Imaging. 2020 Feb;13(2 Pt 1):524-526. doi: 10.1016/j.jcmg.2019.09.015. Epub 2019 Nov 13. JACC Cardiovasc Imaging. 2020. PMID: 31734200 Free article. No abstract available.
Diagnostic Accuracy of a Machine-Learning Approach to Coronary Computed Tomographic Angiography-Based Fractional Flow Reserve: Result From the MACHINE Consortium.
Coenen A, Kim YH, Kruk M, Tesche C, De Geer J, Kurata A, Lubbers ML, Daemen J, Itu L, Rapaka S, Sharma P, Schwemmer C, Persson A, Schoepf UJ, Kepka C, Hyun Yang D, Nieman K. Coenen A, et al. Among authors: sharma p. Circ Cardiovasc Imaging. 2018 Jun;11(6):e007217. doi: 10.1161/CIRCIMAGING.117.007217. Circ Cardiovasc Imaging. 2018. PMID: 29914866
Accuracy of an Artificial Intelligence Deep Learning Algorithm Implementing a Recurrent Neural Network With Long Short-term Memory for the Automated Detection of Calcified Plaques From Coronary Computed Tomography Angiography.
Fischer AM, Eid M, De Cecco CN, Gulsun MA, van Assen M, Nance JW, Sahbaee P, De Santis D, Bauer MJ, Jacobs BE, Varga-Szemes A, Kabakus IM, Sharma P, Jackson LJ, Schoepf UJ. Fischer AM, et al. Among authors: sharma p. J Thorac Imaging. 2020 May;35 Suppl 1:S49-S57. doi: 10.1097/RTI.0000000000000491. J Thorac Imaging. 2020. PMID: 32168163
Coronary CT Angiography-derived Fractional Flow Reserve: Machine Learning Algorithm versus Computational Fluid Dynamics Modeling.
Tesche C, De Cecco CN, Baumann S, Renker M, McLaurin TW, Duguay TM, Bayer RR 2nd, Steinberg DH, Grant KL, Canstein C, Schwemmer C, Schoebinger M, Itu LM, Rapaka S, Sharma P, Schoepf UJ. Tesche C, et al. Among authors: sharma p. Radiology. 2018 Jul;288(1):64-72. doi: 10.1148/radiol.2018171291. Epub 2018 Apr 10. Radiology. 2018. PMID: 29634438
Deep learning model to quantify left atrium volume on routine non-contrast chest CT and predict adverse outcomes.
Aquino GJ, Chamberlin J, Mercer M, Kocher M, Kabakus I, Akkaya S, Fiegel M, Brady S, Leaphart N, Dippre A, Giovagnoli V, Yacoub B, Jacob A, Gulsun MA, Sahbaee P, Sharma P, Waltz J, Schoepf UJ, Baruah D, Emrich T, Zimmerman S, Field ME, Agha AM, Burt JR. Aquino GJ, et al. Among authors: sharma p. J Cardiovasc Comput Tomogr. 2022 May-Jun;16(3):245-253. doi: 10.1016/j.jcct.2021.12.005. Epub 2021 Dec 17. J Cardiovasc Comput Tomogr. 2022. PMID: 34969636
Automated detection of lung nodules and coronary artery calcium using artificial intelligence on low-dose CT scans for lung cancer screening: accuracy and prognostic value.
Chamberlin J, Kocher MR, Waltz J, Snoddy M, Stringer NFC, Stephenson J, Sahbaee P, Sharma P, Rapaka S, Schoepf UJ, Abadia AF, Sperl J, Hoelzer P, Mercer M, Somayaji N, Aquino G, Burt JR. Chamberlin J, et al. Among authors: sharma p. BMC Med. 2021 Mar 4;19(1):55. doi: 10.1186/s12916-021-01928-3. BMC Med. 2021. PMID: 33658025 Free PMC article.
Performance of an Artificial Intelligence-Based Platform Against Clinical Radiology Reports for the Evaluation of Noncontrast Chest CT.
Yacoub B, Kabakus IM, Schoepf UJ, Giovagnoli VM, Fischer AM, Wichmann JL, Martinez JD, Sharma P, Rapaka S, Sahbaee P, Hoelzer P, Burt JR, Varga-Szemes A, Emrich T. Yacoub B, et al. Among authors: sharma p. Acad Radiol. 2022 Feb;29 Suppl 2:S108-S117. doi: 10.1016/j.acra.2021.02.007. Epub 2021 Mar 10. Acad Radiol. 2022. PMID: 33714665
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