Robert Dürichen

Publication Activity (10 Years)

Years Active: 2012-2022
Publications (10 Years): 22

Top Venues

CoRR

UbiComp

Int. J. Comput. Assist. Radiol. Surg.

EMBC

University of Lübeck (PHD)

Education History

University of Lübeck

PHD

Publications

Owen Parsons, Nathan E. Barlow, Janie Baxter, Karen Paraschin, Andrea Derix, Peter Hein, Robert Dürichen
Enabling scalable clinical interpretation of ML-based phenotypes using real world data. CoRR (2022)
Jamie Wallis, Andres Azqueta-Gavaldon, Thanusha Ananthakumar, Robert Dürichen, Luca Albergante
Similarity-based prediction of Ejection Fraction in Heart Failure Patients. CoRR (2022)
Avelino Javer, Owen Parsons, Oliver Carr, Janie Baxter, Christian Diedrich, Eren Elçi, Steffen Schaper, Katrin Coboeken, Robert Dürichen
Compensating trajectory bias for unsupervised patient stratification using adversarial recurrent neural networks. CoRR (2021)
Oliver Carr, Avelino Javer, Patrick Rockenschaub, Owen Parsons, Robert Dürichen
Longitudinal patient stratification of electronic health records with flexible adjustment for clinical outcomes. CoRR (2021)
Oliver Carr, Avelino Javer, Patrick Rockenschaub, Owen Parsons, Robert Dürichen
Longitudinal patient stratification of electronic health records with flexible adjustment for clinical outcomes. ML4H@NeurIPS (2021)
Sophie Peacock, Mattia Cinelli, Frank S. Heldt, Lachlan McLachlan, Marcela P. Vizcaychipi, Alex McCarthy, Nadezda Lipunova, Robert A. Fletcher, Anne Hancock, Robert Dürichen, Fernando Andreotti, Rabia T. Khan
COVID-19 Patient Outcome Prediction Using Selected Features from Emergency Department Data and Feed-Forward Neural Networks. MobiHealth (2020)
Fernando Andreotti, Frank S. Heldt, Basel Abu-Jamous, Ming Li, Avelino Javer, Oliver Carr, Stojan Jovanovic, Nadezda Lipunova, Benjamin Irving, Rabia T. Khan, Robert Dürichen
Prediction of the onset of cardiovascular diseases from electronic health records using multi-task gated recurrent units. CoRR (2020)
Oliver Carr, Stojan Jovanovic, Luca Albergante, Fernando Andreotti, Robert Dürichen, Nadia Lipunova, Janie Baxter, Rabia T. Khan, Benjamin Irving
Deep Semi-Supervised Embedded Clustering (DSEC) for Stratification of Heart Failure Patients. CoRR (2020)
Fanny Kobiela, Rongrong Shen, Marcel Schweiker, Robert Dürichen
Personal thermal perception models using skin temperatures and HR/HRV features: comparison of smartwatch and professional measurement devices. UbiComp (2019)
Philip Schmidt, Attila Reiss, Robert Dürichen, Kristof Van Laerhoven
Wearable-Based Affect Recognition - A Review. Sensors 19 (19) (2019)
Philip Schmidt, Robert Dürichen, Attila Reiss, Kristof Van Laerhoven, Thomas Plötz
Multi-target affect detection in the wild: an exploratory study. UbiComp (2019)
Philip Schmidt, Attila Reiss, Robert Dürichen, Claus Marberger, Kristof Van Laerhoven
Introducing WESAD, a Multimodal Dataset for Wearable Stress and Affect Detection. ICMI (2018)
Philip Schmidt, Attila Reiss, Robert Dürichen, Kristof Van Laerhoven
Wearable affect and stress recognition: A review. CoRR (2018)
Philip Schmidt, Attila Reiss, Robert Dürichen, Kristof Van Laerhoven
Labelling Affective States "in the Wild": Practical Guidelines and Lessons Learned. UbiComp/ISWC Adjunct (2018)
Jens Weppner, Benjamin Bischke, Attila Reiss, Robert Dürichen, Paul Lukowicz
Sensing Room Occupancy Levels with Signal-to-Noise Ratio and Signal Phase and Multiple Antenna Configurations. IEEE SENSORS (2018)
Robert Dürichen, Thomas Rocznik, Oliver Renz, Christian Peters
Binary Input Layer: Training of CNN models with binary input data. CoRR (2018)
Robert Dürichen, Keshav Deep Verma, Seow Yuen Yee, Thomas Rocznik, Philip Schmidt, Joschka Boedecker, Christian Peters
Prediction of electrocardiography features points using seismocardiography data: a machine learning approach. UbiComp (2018)
Shabnam Ghaffarzadegan, Attila Reiss, Mirko Ruhs, Robert Dürichen, Zhe Feng
Occupancy Detection in Commercial and Residential Environments Using Audio Signal. INTERSPEECH (2017)
Sebastian Münzner, Philip Schmidt, Attila Reiss, Michael Hanselmann, Rainer Stiefelhagen, Robert Dürichen
CNN-based sensor fusion techniques for multimodal human activity recognition. ISWC (2017)
Robert Dürichen, Tobias Wissel, Achim Schweikard
Controlling motion prediction errors in radiotherapy with relevance vector machines. Int. J. Comput. Assist. Radiol. Surg. 10 (4) (2015)
Sven-Thomas Antoni, Robert Plagge, Robert Dürichen, Alexander Schlaefer
Detecting Respiratory Artifacts from Video Data. Bildverarbeitung für die Medizin (2015)
Robert Dürichen, Marco A. F. Pimentel, Lei A. Clifton, Achim Schweikard, David A. Clifton
Multitask Gaussian Processes for Multivariate Physiological Time-Series Analysis. IEEE Trans. Biomed. Eng. 62 (1) (2015)
Robert Dürichen, Tobias Wissel, Floris Ernst, Marco A. F. Pimentel, David A. Clifton, Achim Schweikard
A unified approach for respiratory motion prediction and correlation with multi-task Gaussian Processes. MLSP (2014)
Tobias Wissel, Patrick Stüber, Benjamin Wagner, Robert Dürichen, Ralf Bruder, Achim Schweikard, Floris Ernst
Tissue thickness estimation for high precision head-tracking using a galvanometric laser scanner - A case study. EMBC (2014)
Robert Dürichen, Marco A. F. Pimentel, Lei A. Clifton, Achim Schweikard, David A. Clifton
Multi-task Gaussian process models for biomedical applications. BHI (2014)
Robert Dürichen, Tobias Wissel, Floris Ernst, Achim Schweikard
Respiratory Motion Compensation with Relevance Vector Machines. MICCAI (2) (2013)
Robert Dürichen, Tobias Wissel, Floris Ernst, Achim Schweikard
Multi-modal respiratory motion prediction using sequential forward selection method. CURAC (2013)
Robert Dürichen, Tobias Wissel, Achim Schweikard
Optimized order estimation for autoregressive models to predict respiratory motion. Int. J. Comput. Assist. Radiol. Surg. 8 (6) (2013)
Robert Dürichen, Lucas Davenport, Ralf Bruder, Tobias Wissel, Achim Schweikard, Floris Ernst
Evaluation of the potential of multi-modal sensors for respiratory motion prediction and correlation. EMBC (2013)
Robert Dürichen, Tobias Wissel, Achim Schweikard
Efficient SVR model update approaches for respiratory motion prediction. CURAC (2012)
Robert Dürichen, Tobias Wissel, Achim Schweikard
Prediction of respiratory motion using wavelet based support vector regression. MLSP (2012)

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Publication Activity (10 Years)

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Robert Dürichen