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Harnessing feature extraction capacities from a pre-trained convolutional neural network (VGG-16) for the unsupervised distinction of aortic outflow velocity profiles in patients with severe aortic stenosis.
Lachmann M, Rippen E, Rueckert D, Schuster T, Xhepa E, von Scheidt M, Pellegrini C, Trenkwalder T, Rheude T, Stundl A, Thalmann R, Harmsen G, Yuasa S, Schunkert H, Kastrati A, Joner M, Kupatt C, Laugwitz KL. Lachmann M, et al. Eur Heart J Digit Health. 2022 Apr 22;3(2):153-168. doi: 10.1093/ehjdh/ztac004. eCollection 2022 Jun. Eur Heart J Digit Health. 2022. PMID: 36713009 Free PMC article.
Subphenotyping of Patients With Aortic Stenosis by Unsupervised Agglomerative Clustering of Echocardiographic and Hemodynamic Data.
Lachmann M, Rippen E, Schuster T, Xhepa E, von Scheidt M, Pellegrini C, Trenkwalder T, Rheude T, Stundl A, Thalmann R, Harmsen G, Yuasa S, Schunkert H, Kastrati A, Laugwitz KL, Kupatt C, Joner M. Lachmann M, et al. JACC Cardiovasc Interv. 2021 Oct 11;14(19):2127-2140. doi: 10.1016/j.jcin.2021.08.034. JACC Cardiovasc Interv. 2021. PMID: 34620391 Free article.
Vascular Tissue Specific miRNA Profiles Reveal Novel Correlations with Risk Factors in Coronary Artery Disease.
Neiburga KD, Vilne B, Bauer S, Bongiovanni D, Ziegler T, Lachmann M, Wengert S, Hawe JS, Güldener U, Westerlund AM, Li L, Pang S, Yang C, Saar K, Huebner N, Maegdefessel L, DigiMed Bayern Consortium, Lange R, Krane M, Schunkert H, von Scheidt M. Neiburga KD, et al. Among authors: lachmann m. Biomolecules. 2021 Nov 12;11(11):1683. doi: 10.3390/biom11111683. Biomolecules. 2021. PMID: 34827683 Free PMC article.
Solving the Pulmonary Hypertension Paradox in Patients With Severe Tricuspid Regurgitation by Employing Artificial Intelligence.
Fortmeier V, Lachmann M, Körber MI, Unterhuber M, von Scheidt M, Rippen E, Harmsen G, Gerçek M, Friedrichs KP, Roder F, Rudolph TK, Yuasa S, Joner M, Laugwitz KL, Baldus S, Pfister R, Lurz P, Rudolph V. Fortmeier V, et al. Among authors: lachmann m. JACC Cardiovasc Interv. 2022 Feb 28;15(4):381-394. doi: 10.1016/j.jcin.2021.12.043. JACC Cardiovasc Interv. 2022. PMID: 35210045 Free article.
Artificial intelligence-enabled phenotyping of patients with severe aortic stenosis: on the recovery of extra-aortic valve cardiac damage after transcatheter aortic valve replacement.
Lachmann M, Rippen E, Schuster T, Xhepa E, von Scheidt M, Trenkwalder T, Pellegrini C, Rheude T, Hesse A, Stundl A, Harmsen G, Yuasa S, Schunkert H, Kastrati A, Laugwitz KL, Joner M, Kupatt C. Lachmann M, et al. Open Heart. 2022 Oct;9(2):e002068. doi: 10.1136/openhrt-2022-002068. Open Heart. 2022. PMID: 36261218 Free PMC article.
Machine learning identifies pathophysiologically and prognostically informative phenotypes among patients with mitral regurgitation undergoing transcatheter edge-to-edge repair.
Trenkwalder T, Lachmann M, Stolz L, Fortmeier V, Covarrubias HAA, Rippen E, Schürmann F, Presch A, von Scheidt M, Ruff C, Hesse A, Gerçek M, Mayr NP, Ott I, Schuster T, Harmsen G, Yuasa S, Kufner S, Hoppmann P, Kupatt C, Schunkert H, Kastrati A, Laugwitz KL, Rudolph V, Joner M, Hausleiter J, Xhepa E. Trenkwalder T, et al. Among authors: lachmann m. Eur Heart J Cardiovasc Imaging. 2023 Apr 24;24(5):574-587. doi: 10.1093/ehjci/jead013. Eur Heart J Cardiovasc Imaging. 2023. PMID: 36735333
Epiphenomenon or Prognostically Relevant Interventional Target? A Novel Proportionality Framework for Severe Tricuspid Regurgitation.
Fortmeier V, Lachmann M, Unterhuber M, Stolz L, Kassar M, Ochs L, Gerçek M, Schöber AR, Stocker TJ, Omran H, Körber MI, Hesse A, Friedrichs KP, Yuasa S, Rudolph TK, Joner M, Pfister R, Baldus S, Laugwitz KL, Praz F, Windecker S, Hausleiter J, Lurz P, Rudolph V. Fortmeier V, et al. Among authors: lachmann m. J Am Heart Assoc. 2023 Mar 21;12(6):e028737. doi: 10.1161/JAHA.122.028737. Epub 2023 Mar 16. J Am Heart Assoc. 2023. PMID: 36926925 Free PMC article.
Artificial intelligence-enabled assessment of right ventricular to pulmonary artery coupling in patients undergoing transcatheter tricuspid valve intervention.
Fortmeier V, Lachmann M, Stolz L, von Stein J, Unterhuber M, Kassar M, Gerçek M, Schöber AR, Stocker TJ, Omran H, Körber MI, Hesse A, Harmsen G, Friedrichs KP, Yuasa S, Rudolph TK, Joner M, Pfister R, Baldus S, Laugwitz KL, Windecker S, Praz F, Lurz P, Hausleiter J, Rudolph V. Fortmeier V, et al. Among authors: lachmann m. Eur Heart J Cardiovasc Imaging. 2024 Mar 27;25(4):558-572. doi: 10.1093/ehjci/jead324. Eur Heart J Cardiovasc Imaging. 2024. PMID: 37996066
117 results