Christoph Hoog Antink

54 papers C 1Journal 23Unranked 30

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Task- and Metric-Specific Signal Quality Indices for Medical Time Series. CoRR Jad Haidamous, Christoph Hoog Antink
2025	J	`jnl`	3D Blood Pulsation Maps. CoRR Maurice Rohr, Tobias Reinhardt, Tizian Dege, Justus Thies, Christoph Hoog Antink
2025	—	`conf`	Analysis of Different Sensor Modalities for Movement Classification in Physical Therapy. ICORR Sebastian Dill, Luise Herrmann, Arjang Ahmadi, Martin Grimmer, Dennis Haufe, Yanhua Zhao, Maziar Ahmad Sharbafi, Christoph Hoog Antink
2025	—	`conf`	Sensor Fusion for Physical Exercises Classification. MeMeA Yanhua Zhao, Sebastian Dill, Arjang Ahmadi, Martin Grimmer, Dennis Haufe, Luise Herrmann, Maziar Ahmad Sharbafi, Christoph Hoog Antink
2024	C	`conf`	Evaluation of Accuracy and Angle Dependency of 3D Pose Estimation through Stereo Camera Information Fusion with MediaPipe Pose. FUSION Sebastian Dill, Maurice Rohr, Gökhan Güney, Christoph Hoog Antink
2024	—	`conf`	On the Usability of Structural Similarity for Action Unit Intensity Detection. EUSIPCO Gökhan Güney, Maurice Rohr, Sebastian Dill, Christoph Hoog Antink
2023	—	`conf`	Automatic Generation of Labeled Data for Video-Based Human Pose Analysis via NLP applied to YouTube Subtitles. EMBC Sebastian Dill, Susi Zhihan Li, Maurice Rohr, Maziar Ahmad Sharbafi, Christoph Hoog Antink
2023	J	`jnl`	Automatic Generation of Labeled Data for Video-Based Human Pose Analysis via NLP applied to YouTube Subtitles. CoRR Sebastian Dill, Susi Zhihan Li, Maurice Rohr, Maziar Ahmad Sharbafi, Christoph Hoog Antink
2023	J	`jnl`	DeepPlayer: An open-source SignalPlant plugin for deep learning inference. Softw. Pract. Exp. Filip Plesinger, Petr Nejedly, Zuzana Koscova, Maurice Rohr, Ivo Viscor, Radovan Smísek, Adam Ivora, Pavel Leinveber, Karol Curila, Christoph Hoog Antink
2023	J	`jnl`	Design of Hardware Accelerators for Optimized and Quantized Neural Networks to Detect Atrial Fibrillation in Patch ECG Device with RISC-V. Sensors Ingo Hoyer, Alexander Utz, André Lüdecke, Holger Kappert, Maurice Rohr, Christoph Hoog Antink, Karsten Seidl
2023	J	`jnl`	Estimating Thoracic Movement with High-Sampling Rate THz Technology. Sensors Christoph Hoog Antink, Romina Schulz, Maurice Rohr, Konstantin Wenzel, Lars Liebermeister, Robert B. Kohlhaas, Sascha Preu
2023	—	`conf`	Transformer Network with Time Prior for Predicting Clinical Outcome from EEG of Cardiac Arrest Patients. CinC Maurice Rohr, Tobias Schilke, Laurent Willems, Christoph Reich, Sebastian Dill, Gökhan Güney, Christoph Hoog Antink
2023	—	`conf`	Using Consumer Camera and Custom Firmware to Monitor Heart Rate in Terminally Ill Children during Music Therapy. CinC Maurice Rohr, Monika Hoog Antink, Sebastian Dill, Christoph Hoog Antink
2022	J	`jnl`	A Novel Sensor Design for Amplitude Modulated Measurement of Capacitive ECG. IEEE Trans. Instrum. Meas. Durmus Umutcan Uguz, Zehra Tugce Canbaz, Christoph Hoog Antink, Markus J. Lüken, Steffen Leonhardt
2022	J	`jnl`	Camera fusion for real-time temperature monitoring of neonates using deep learning. Medical Biol. Eng. Comput. Simon Lyra, Jöran Rixen, Konrad Heimann, Srinivasa Karthik, Jayaraj Joseph, Kumutha Jayaraman, Thorsten Orlikowsky, Mohanasankar Sivaprakasam, Steffen Leonhardt, Christoph Hoog Antink
2022	—	`conf`	Comparison of Electrode Configurations for Impedance Plethysmography Based Heart Rate Estimation at the Forearm. IEEE SENSORS Kardelen Yilmaz, Akinlabi Adeyemi, Christoph Hoog Antink, Antti Vehkaoja
2022	—	`conf`	Detection of atrial fibrillation with an optimized neural network on a RISC-V-based microcontroller for efficient integration into ECG patches. MeMeA Ingo Hoyer, Alexander Utz, André Lüdecke, Mike Richter, Felix Wichum, Pierre Gembaczka, Kerstin Köhler, Maurice Rohr, Christoph Hoog Antink, Karsten Seidl
2022	J	`jnl`	Signal-to-noise ratio is more important than sampling rate in beat-to-beat interval estimation from optical sensors. Biomed. Signal Process. Control. Sebastian Zaunseder, Antti Vehkaoja, Vincent Fleischhauer, Christoph Hoog Antink
2022	—	`conf`	Two-Stage Multitask-Learner for PCG Murmur Location Detection. CinC Maurice Rohr, Benedikt Müller, Sebastian Dill, Gökhan Güney, Christoph Hoog Antink
2022	J	`jnl`	Unobtrusive Measurement of Physiological Features Under Simulated and Real Driving Conditions. IEEE Trans. Intell. Transp. Syst. Lennart Leicht, Marian Walter, Marcel Mathissen, Christoph Hoog Antink, Daniel Teichmann, Steffen Leonhardt
2022	J	`jnl`	Video-Based Hand Movement Analysis of Parkinson Patients before and after Medication Using High-Frame-Rate Videos and MediaPipe. Sensors Gökhan Güney, Talisa S. Jansen, Sebastian Dill, Jörg B. Schulz, Manuel Dafotakis, Christoph Hoog Antink, Anne K. Braczynski
2021	J	`jnl`	A Deep Learning-Based Camera Approach for Vital Sign Monitoring Using Thermography Images for ICU Patients. Sensors Simon Lyra, Leon Mayer, Liyang Ou, David Chen, Paddy Timms, Andrew Tay, Peter Y. Chan, Bergita Ganse, Steffen Leonhardt, Christoph Hoog Antink
2021	J	`jnl`	A Neonatal Phantom for Vital Signs Simulation. IEEE Trans. Biomed. Circuits Syst. Simon Lyra, Florian Voss, André Coenen, Daniel Blase, Idoia Badiola Aguirregomezcorta, Durmus Umutcan Uguz, Steffen Leonhardt, Christoph Hoog Antink
2021	J	`jnl`	Copula-Based Data Augmentation on a Deep Learning Architecture for Cardiac Sensor Fusion. IEEE J. Biomed. Health Informatics Diogo Filipe Silva, Steffen Leonhardt, Christoph Hoog Antink
2021	—	`conf`	Improving Machine Learning Education During the COVID-Pandemic Using Past Computing in Cardiology Challenges. CinC Maurice Rohr, Filip Plesinger, Veronika Bulkova, Christoph Hoog Antink
2021	—	`conf`	Modulated ECG: Utilization of the Time-Variant Coupling in Capacitive ECG. MeMeA Durmus Umutcan Uguz, Steffen Leonhardt, Christoph Hoog Antink
2021	—	`conf`	Multi-label Classification of Cardiac Abnormalities for Multi-lead ECG Recordings Based on Auto-encoder Features and a Neural Network Classifier. CinC Onno Linschmann, Maurice Rohr, Steffen Leonhardt, Christoph Hoog Antink
2021	J	`jnl`	Noncontact Monitoring of Heart Rate and Heart Rate Variability in Geriatric Patients Using Photoplethysmography Imaging. IEEE J. Biomed. Health Informatics Xinchi Yu, Thea Laurentius, Leo Cornelius Bollheimer, Steffen Leonhardt, Christoph Hoog Antink
2020	J	`jnl`	Ballistocardiography Can Estimate Beat-to-Beat Heart Rate Accurately at Night in Patients After Vascular Intervention. IEEE J. Biomed. Health Informatics Christoph Hoog Antink, Yen Mai, Roosa Aalto, Christoph Brüser, Steffen Leonhardt, Niku Oksala, Antti Vehkaoja
2020	J	`jnl`	Car Seats with Capacitive ECG Electrodes Can Detect Cardiac Pacemaker Spikes. Sensors Durmus Umutcan Uguz, Rosalia Dettori, Andreas Napp, Marian Walter, Nikolaus Marx, Steffen Leonhardt, Christoph Hoog Antink
2020	—	`conf`	Classification of 12-lead ECGs Using Gradient Boosting on Features Acquired With Domain-Specific and Domain-Agnostic Methods. CinC Durmus Umutcan Uguz, Felix Berief, Steffen Leonhardt, Christoph Hoog Antink
2020	J	`jnl`	Fast body part segmentation and tracking of neonatal video data using deep learning. Medical Biol. Eng. Comput. Christoph Hoog Antink, Joana Carlos Mesquita Ferreira, Michael Paul, Simon Lyra, Konrad Heimann, Srinivasa Karthik, Jayaraj Joseph, Kumutha Jayaraman, Thorsten Orlikowsky, Mohanasankar Sivaprakasam, Steffen Leonhardt
2020	J	`jnl`	Model-based sensor fusion of multimodal cardiorespiratory signals using an unscented Kalman filter. Autom. Onno Linschmann, Steffen Leonhardt, Christoph Hoog Antink
2020	J	`jnl`	Physiological Motion Artifacts in Capacitive ECG: Ballistocardiographic Impedance Distortions. IEEE Trans. Instrum. Meas. Durmus Umutcan Uguz, Tuna Berk Tufan, Aydin Uzun, Steffen Leonhardt, Christoph Hoog Antink
2019	J	`jnl`	A Multi-Modal Sensor for a Bed-Integrated Unobtrusive Vital Signs Sensing Array. IEEE Trans. Biomed. Circuits Syst. Xinchi Yu, Wilko Neu, Pascal Vetter, Leo Cornelius Bollheimer, Steffen Leonhardt, Daniel Teichmann, Christoph Hoog Antink
2019	—	`conf`	Ballistocardiographic Coupling of Triboelectric Charges into Capacitive ECG. MeMeA Durmus Umutcan Uguz, Paul Weidener, Can Deniz Bezek, Tianyun Wang, Steffen Leonhardt, Christoph Hoog Antink
2019	—	`conf`	Early Prediction of Sepsis Using Random Forest Classification for Imbalanced Clinical Data. CinC Simon Lyra, Steffen Leonhardt, Christoph Hoog Antink
2019	—	`conf`	On the Performance of Bed-Integrated Ballistocardiography in Long-Term Heart Rate Monitoring of Vascular Patients. CinC Christoph Hoog Antink, Yen Mai, Jukka Ranta, Adrian Tamiceriu, Christoph Brüser, Steffen Leonhardt, Niku Oksala, Antti Vehkaoja
2019	—	`conf`	Using a Motion Capture System as Reference for Motion Tracking in Photoplethysmography Imaging. EMBC Xinchi Yu, Sonia Cruz, João P. Batista, Leo Cornelius Bollheimer, Steffen Leonhardt, Christoph Hoog Antink
2019	—	`conf`	Waveform Analysis for Camera-based Photoplethysmography Imaging. EMBC Michael Paul, Xinchi Yu, Bin Wu, Christoph Weiss, Christoph Hoog Antink, Vladimir Blazek, Steffen Leonhardt
2018	—	`conf`	Local Interval Estimation Improves Accuracy and Robustness of Heart Rate Variability Derivation from Photoplethysmography. EMBC Christoph Hoog Antink, Steffen Leonhardt, Marian Walter
2018	—	`conf`	Modelling and Synthesizing Motion Artifacts in Unobtrusive Multimodal Sensing using Copulas. EMBC Felix Berief, Steffen Leonhardt, Christoph Hoog Antink
2018	J	`jnl`	Motion Artifact Quantification and Sensor Fusion for Unobtrusive Health Monitoring. Sensors Christoph Hoog Antink, Florian Schulz, Steffen Leonhardt, Marian Walter
2018	—	`conf`	Non-Contact Remote Measurement of Heart Rate Variability using Near-Infrared Photoplethysmography Imaging. EMBC Xinchi Yu, Michael Paul, Christoph Hoog Antink, Boudewijn Venema, Vladimir Blazek, Leo Cornelius Bollheimer, Steffen Leonhardt, Daniel Teichmann
2018	—	`conf`	Signal-Level Fusion With Convolutional Neural Networks for Capacitively Coupled ECG in the Car. CinC Christoph Hoog Antink, Erik Breuer, Durmus Umutcan Uguz, Steffen Leonhardt
2017	—	`conf`	Fusing QRS Detection, Waveform Features, and Robust Interval Estimation with a Random Forest to Classify Atrial Fibrillation. CinC Christoph Hoog Antink, Steffen Leonhardt, Marian Walter
2017	—	`conf`	MuSeSe - A multisensor armchair for unobtrusive vital sign estimation and motion artifact analysis. EMBC Christoph Hoog Antink, Steffen Leonhardt, Florian Schulz, Marian Walter
2016	—	`conf`	Estimation of End-Diastolic Pressure via Deconvolution. CinC Christoph Hoog Antink, Daniel Rüschen, Steffen Leonhardt, Marian Walter
2016	—	`conf`	Nonnegative Matrix Factorization and Random Forest for Classification of Heart Sound Recordings in the Spectral Domain. CinC Christoph Hoog Antink, Julian Becker, Steffen Leonhardt, Marian Walter
2015	—	`conf`	Determining the Connection between Capacitively Coupled Electrocardiography Data and the Ground Truth. CinC Anna Boehm, Christoph Hoog Antink, Steffen Leonhardt, Daniel Teichmann
2015	—	`conf`	Reducing False Arrhythmia Alarms Using Robust Interval Estimation and Machine Learning. CinC Christoph Hoog Antink, Steffen Leonhardt
2015	J	`jnl`	UnoViS: the MedIT public unobtrusive vital signs database. Health Inf. Sci. Syst. Tobias Wartzek, Michael Czaplik, Christoph Hoog Antink, Benjamin Eilebrecht, Rafael Walocha, Steffen Leonhardt
2014	—	`conf`	Multimodal Sensor Fusion of Cardiac Signals via Blind Deconvolution: A Source-Filter Approach. CinC Christoph Hoog Antink, Christoph Brüser, Steffen Leonhardt
2013	—	`conf`	Modeling of Motion Artifacts in Contactless Heart Rate Measurements. CinC Tobias Wartzek, Christoph Brüser, Thomas Schlebusch, Christian Brendle, Susana Aguiar Santos, Anna Kerekes, Kurt Gerlach-Hahn, Sören Weyer, Katrin Lunze, Christoph Hoog Antink, Steffen Leonhardt