Integrating Viability Information into a Cardiac Model for Interventional Guidance. - Helko Lehmann; Reinhard Kneser; Mirja Neizel; Jochen Peters; Olivier Ecabert; Harald Kühl; Malte Kelm; Jürgen Weese (FIMH, 2009)

Pulse Arrival Time as surrogate for systolic blood pressure changes during impending neurally mediated syncope. - Jens Muehlsteff; Anita Ritz; Thomas Drexel; Christian Eickholt; Paulo Carvalho 001; Ricardo Couceiro; Malte Kelm; Christian Meyer 002 (EMBC, 2012)

Characterization of surrogate parameters for blood pressure regulation in neurally-mediated syncope. - Ricardo Couceiro; Paulo Carvalho 001; Rui Pedro Paiva; Jens Muehlsteff; Jorge Henriques; Volker Schulze 002; Anita Ritz; Malte Kelm; Christian Meyer 002 (EMBC, 2013)

Detection of hemodynamic adaptations during impending syncope: Implementation of a robust algorithm based on pulse arrival time measurements only. - Jens Muehlsteff; Tobias Correia; Ricardo Couceiro; Paulo Carvalho 001; Anita Ritz; Christian Eickholt; Malte Kelm; Christian Meyer 002 (EMBC, 2013)

Neurally mediated syncope prediction based on changes of cardiovascular performance surrogates: Algorithms comparison. - Ricardo Couceiro; Paulo Carvalho 001; Rui Pedro Paiva; Jorge Henriques; Jens Muehlsteff; Christian Eickholt; Christoph Brinkmeyer; Malte Kelm; Christian Meyer 002 (BMEI, 2014)

A novel multi-parametric algorithm for faint prediction integrating indices of cardiac inotropy and vascular tone. - Ricardo Couceiro; Paulo Carvalho 001; Rui Pedro Paiva; Jens Muehlsteff; Jorge Henriques; Christian Eickholt; Christoph Brinkmeyer; Malte Kelm; Christian Meyer 002 (EMBC, 2014)

Feasibility of pulse presence and pulse strength assessment during head-up tilt table testing using an accelerometer located at the carotid artery. - Jens Muehlsteff; Kiran H. J. Dellimore; Vincent Aarts; Christoph Brinkmeyer; Christian Eickholt; Malte Kelm; Christian Meyer 002 (EMBC, 2014)

Analysis of Mitral Valve Motion in 4D Transesophageal Echocardiography for Transcatheter Aortic Valve Implantation. - Frank M. Weber; Thomas Stehle; Irina Wächter-Stehle; Michael Götz; Jochen Peters; Sabine Mollus; Jan Balzer; Malte Kelm; Jürgen Weese (STACOM, 2014)

Real-Time Prediction of Neurally Mediated Syncope. - Ricardo Couceiro; Paulo Carvalho 001; Rui Pedro Paiva; Jens Muehlsteff; Jorge Henriques; Christian Eickholt; Christoph Brinkmeyer; Malte Kelm; Christian Meyer 002 (IEEE J. Biomed. Health Informatics, 2016)

Machine learning predicts mortality based on analysis of ventilation parameters of critically ill patients: multi-centre validation. - Behrooz Mamandipoor; Fernando Frutos-Vivar; Oscar Peñuelas; Richard Rezar; Konstantinos Raymondos; Alfonso Muriel; Bin Du; Arnaud W. Thille; Fernando Rios; Marco González; Lorenzo del-Sorbo; María Del Carmen Marín; et al. (BMC Medical Informatics Decis. Mak., 2021)

Improving Valvular Pathologies and Ventricular Dysfunction Diagnostic Efficiency Using Combined Auscultation and Electrocardiography Data: A Multimodal AI Approach. - Takeru Shiraga; Hisaki Makimoto; Benita Kohlmann; Christofori-Eleni Magnisali; Yoshie Imai; Yusuke Itani; Asuka Makimoto; Fabian Schölzel; Alexandru Bejinariu; Malte Kelm; Obaida Rana (Sensors, 2023)

Impact of Leakage on Data Harmonization in Machine Learning Pipelines in Class Imbalance Across Sites. - Nicolás Nieto; Simon B. Eickhoff; Christian Jung 002; Martin Reuter 001; Kersten Diers; Malte Kelm; Artur Lichtenberg; Federico Raimondo; Kaustubh R. Patil (CoRR, 2024)

Investigation of hemodynamic bulk flow patterns caused by aortic stenosis using a combined 4D Flow MRI-CFD framework. - Tianai Wang; Christine Quast; Florian Bönner; Malte Kelm; Tobias Zeus; Teresa Lemainque; Ulrich Steinseifer; Michael Neidlin (PLoS Comput. Biol., 2025)