Multi-label Classification of Cardiac Abnormalities for Multi-lead ECG Recordings Based on Auto-encoder Features and a Neural Network Classifier. - Onno Linschmann; Maurice Rohr; Steffen Leonhardt; Christoph Hoog Antink (CinC, 2021)

Improving Machine Learning Education During the COVID-Pandemic Using Past Computing in Cardiology Challenges. - Maurice Rohr; Filip Plesinger; Veronika Bulkova; Christoph Hoog Antink (CinC, 2021)

Two-Stage Multitask-Learner for PCG Murmur Location Detection. - Maurice Rohr; Benedikt Müller 006; Sebastian Dill; Gökhan Güney; Christoph Hoog Antink (CinC, 2022)

Detection of atrial fibrillation with an optimized neural network on a RISC-V-based microcontroller for efficient integration into ECG patches. - Ingo Hoyer; Alexander Utz; André Lüdecke; Mike Richter; Felix Wichum; Pierre Gembaczka; Kerstin Köhler; Maurice Rohr; Christoph Hoog Antink; Karsten Seidl (MeMeA, 2022)

Using Consumer Camera and Custom Firmware to Monitor Heart Rate in Terminally Ill Children during Music Therapy. - Maurice Rohr; Monika Hoog Antink; Sebastian Dill; Christoph Hoog Antink (CinC, 2023)

Transformer Network with Time Prior for Predicting Clinical Outcome from EEG of Cardiac Arrest Patients. - Maurice Rohr; Tobias Schilke; Laurent Willems; Christoph Reich; Sebastian Dill; Gökhan Güney; Christoph Hoog Antink (CinC, 2023)

Automatic Generation of Labeled Data for Video-Based Human Pose Analysis via NLP applied to YouTube Subtitles. - Sebastian Dill; Susi Zhihan Li; Maurice Rohr; Maziar Ahmad Sharbafi; Christoph Hoog Antink (EMBC, 2023)

mnmDTW: An extension to Dynamic Time Warping for Camera-based Movement Error Localization. - Sebastian Dill; Maurice Rohr (CoRR, 2023)

Estimating Thoracic Movement with High-Sampling Rate THz Technology. - Christoph Hoog Antink; Romina Schulz; Maurice Rohr; Konstantin Wenzel; Lars Liebermeister; Robert B. Kohlhaas; Sascha Preu (Sensors, 2023)

DeepPlayer: An open-source SignalPlant plugin for deep learning inference. - Filip Plesinger; Petr Nejedly; Zuzana Koscova; Maurice Rohr; Ivo Viscor; Radovan Smísek; Adam Ivora; Pavel Leinveber; Karol Curila; Christoph Hoog Antink (Softw. Pract. Exp., 2023)

Design of Hardware Accelerators for Optimized and Quantized Neural Networks to Detect Atrial Fibrillation in Patch ECG Device with RISC-V. - Ingo Hoyer; Alexander Utz; André Lüdecke; Holger Kappert; Maurice Rohr; Christoph Hoog Antink; Karsten Seidl (Sensors, 2023)

On the Usability of Structural Similarity for Action Unit Intensity Detection. - Gökhan Güney; Maurice Rohr; Sebastian Dill; Christoph Hoog Antink (EUSIPCO, 2024)

Evaluation of Accuracy and Angle Dependency of 3D Pose Estimation through Stereo Camera Information Fusion with MediaPipe Pose. - Sebastian Dill; Maurice Rohr; Gökhan Güney; Christoph Hoog Antink (FUSION, 2024)

Influence of Depth Camera Noise Models on Respiration Estimation. - Maurice Rohr; Sebastian Dill (CoRR, 2024)