Malte Kelm - RankMe

14 papers Journal 6Unranked 8

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Impact of leakage on data harmonization in machine learning pipelines in class imbalance across sites. Neurocomputing Nicolás Nieto, Simon B. Eickhoff, Christian Jung, Martin Reuter, Kersten Diers, Malte Kelm, Artur Lichtenberg, Federico Raimondo, Kaustubh R. Patil
2025	J	`jnl`	Investigation of hemodynamic bulk flow patterns caused by aortic stenosis using a combined 4D Flow MRI-CFD framework. PLoS Comput. Biol. Tianai Wang, Christine Quast, Florian Bönner, Malte Kelm, Tobias Zeus, Teresa Lemainque, Ulrich Steinseifer, Michael Neidlin
2024	J	`jnl`	Impact of Leakage on Data Harmonization in Machine Learning Pipelines in Class Imbalance Across Sites. CoRR Nicolás Nieto, Simon B. Eickhoff, Christian Jung, Martin Reuter, Kersten Diers, Malte Kelm, Artur Lichtenberg, Federico Raimondo, Kaustubh R. Patil
2023	J	`jnl`	Improving Valvular Pathologies and Ventricular Dysfunction Diagnostic Efficiency Using Combined Auscultation and Electrocardiography Data: A Multimodal AI Approach. Sensors Takeru Shiraga, Hisaki Makimoto, Benita Kohlmann, Christofori-Eleni Magnisali, Yoshie Imai, Yusuke Itani, Asuka Makimoto, Fabian Schölzel, Alexandru Bejinariu, Malte Kelm, Obaida Rana
2021	J	`jnl`	Machine learning predicts mortality based on analysis of ventilation parameters of critically ill patients: multi-centre validation. BMC Medical Informatics Decis. Mak. 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, Bruno Valle Pinheiro, Marco Antonio Soares, Nicolas Nin, Salvatore M. Maggiore, Andrew Bersten, Malte Kelm, Raphael Romano Bruno, Pravin Amin, Nahit Cakar, Gee Young Suh, Fekri Abroug, Manuel Jibaja, Dimitros Matamis, Amine Ali Zeggwagh, Yuda Sutherasan, Antonio Anzueto, Bernhard Wernly, Andrés Esteban, Christian Jung, Venet Osmani
2016	J	`jnl`	Real-Time Prediction of Neurally Mediated Syncope. IEEE J. Biomed. Health Informatics Ricardo Couceiro, Paulo Carvalho, Rui Pedro Paiva, Jens Muehlsteff, Jorge Henriques, Christian Eickholt, Christoph Brinkmeyer, Malte Kelm, Christian Meyer
2014	—	`conf`	A novel multi-parametric algorithm for faint prediction integrating indices of cardiac inotropy and vascular tone. EMBC Ricardo Couceiro, Paulo Carvalho, Rui Pedro Paiva, Jens Muehlsteff, Jorge Henriques, Christian Eickholt, Christoph Brinkmeyer, Malte Kelm, Christian Meyer
2014	—	`conf`	Analysis of Mitral Valve Motion in 4D Transesophageal Echocardiography for Transcatheter Aortic Valve Implantation. STACOM Frank M. Weber, Thomas Stehle, Irina Wächter-Stehle, Michael Götz, Jochen Peters, Sabine Mollus, Jan Balzer, Malte Kelm, Jürgen Weese
2014	—	`conf`	Feasibility of pulse presence and pulse strength assessment during head-up tilt table testing using an accelerometer located at the carotid artery. EMBC Jens Muehlsteff, Kiran H. J. Dellimore, Vincent Aarts, Christoph Brinkmeyer, Christian Eickholt, Malte Kelm, Christian Meyer
2014	—	`conf`	Neurally mediated syncope prediction based on changes of cardiovascular performance surrogates: Algorithms comparison. BMEI Ricardo Couceiro, Paulo Carvalho, Rui Pedro Paiva, Jorge Henriques, Jens Muehlsteff, Christian Eickholt, Christoph Brinkmeyer, Malte Kelm, Christian Meyer
2013	—	`conf`	Characterization of surrogate parameters for blood pressure regulation in neurally-mediated syncope. EMBC Ricardo Couceiro, Paulo Carvalho, Rui Pedro Paiva, Jens Muehlsteff, Jorge Henriques, Volker Schulze, Anita Ritz, Malte Kelm, Christian Meyer
2013	—	`conf`	Detection of hemodynamic adaptations during impending syncope: Implementation of a robust algorithm based on pulse arrival time measurements only. EMBC Jens Muehlsteff, Tobias Correia, Ricardo Couceiro, Paulo Carvalho, Anita Ritz, Christian Eickholt, Malte Kelm, Christian Meyer
2012	—	`conf`	Pulse Arrival Time as surrogate for systolic blood pressure changes during impending neurally mediated syncope. EMBC Jens Muehlsteff, Anita Ritz, Thomas Drexel, Christian Eickholt, Paulo Carvalho, Ricardo Couceiro, Malte Kelm, Christian Meyer
2009	—	`conf`	Integrating Viability Information into a Cardiac Model for Interventional Guidance. FIMH Helko Lehmann, Reinhard Kneser, Mirja Neizel, Jochen Peters, Olivier Ecabert, Harald Kühl, Malte Kelm, Jürgen Weese