Robert Dürichen

33 papers A 1B 1Misc 4Journal 13Unranked 13

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	ArcTEX - a novel clinical data enrichment pipeline to support real-world evidence oncology studies. Frontiers Digit. Health Keiran Tait, Joseph Cronin, Olivia Wiper, Jamie Wallis, Jim Davies, Robert Dürichen
2022	J	`jnl`	Enabling scalable clinical interpretation of ML-based phenotypes using real world data. CoRR Owen Parsons, Nathan E. Barlow, Janie Baxter, Karen Paraschin, Andrea Derix, Peter Hein, Robert Dürichen
2022	J	`jnl`	Similarity-based prediction of Ejection Fraction in Heart Failure Patients. CoRR Jamie Wallis, Andres Azqueta-Gavaldon, Thanusha Ananthakumar, Robert Dürichen, Luca Albergante
2021	J	`jnl`	Compensating trajectory bias for unsupervised patient stratification using adversarial recurrent neural networks. CoRR Avelino Javer, Owen Parsons, Oliver Carr, Janie Baxter, Christian Diedrich, Eren Elçi, Steffen Schaper, Katrin Coboeken, Robert Dürichen
2021	—	`conf`	Longitudinal patient stratification of electronic health records with flexible adjustment for clinical outcomes. ML4H@NeurIPS Oliver Carr, Avelino Javer, Patrick Rockenschaub, Owen Parsons, Robert Dürichen
2021	J	`jnl`	Longitudinal patient stratification of electronic health records with flexible adjustment for clinical outcomes. CoRR Oliver Carr, Avelino Javer, Patrick Rockenschaub, Owen Parsons, Robert Dürichen
2020	—	`conf`	COVID-19 Patient Outcome Prediction Using Selected Features from Emergency Department Data and Feed-Forward Neural Networks. MobiHealth 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
2020	J	`jnl`	Deep Semi-Supervised Embedded Clustering (DSEC) for Stratification of Heart Failure Patients. CoRR Oliver Carr, Stojan Jovanovic, Luca Albergante, Fernando Andreotti, Robert Dürichen, Nadia Lipunova, Janie Baxter, Rabia T. Khan, Benjamin Irving
2020	J	`jnl`	Prediction of the onset of cardiovascular diseases from electronic health records using multi-task gated recurrent units. CoRR 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
2019	Misc	`conf`	Multi-target affect detection in the wild: an exploratory study. UbiComp Philip Schmidt, Robert Dürichen, Attila Reiss, Kristof Van Laerhoven, Thomas Plötz
2019	Misc	`conf`	Personal thermal perception models using skin temperatures and HR/HRV features: comparison of smartwatch and professional measurement devices. UbiComp Fanny Kobiela, Rongrong Shen, Marcel Schweiker, Robert Dürichen
2019	J	`jnl`	Wearable-Based Affect Recognition - A Review. Sensors Philip Schmidt, Attila Reiss, Robert Dürichen, Kristof Van Laerhoven
2018	J	`jnl`	Binary Input Layer: Training of CNN models with binary input data. CoRR Robert Dürichen, Thomas Rocznik, Oliver Renz, Christian Peters
2018	B	`conf`	Introducing WESAD, a Multimodal Dataset for Wearable Stress and Affect Detection. ICMI Philip Schmidt, Attila Reiss, Robert Dürichen, Claus Marberger, Kristof Van Laerhoven
2018	—	`conf`	Labelling Affective States "in the Wild": Practical Guidelines and Lessons Learned. UbiComp/ISWC Adjunct Philip Schmidt, Attila Reiss, Robert Dürichen, Kristof Van Laerhoven
2018	Misc	`conf`	Prediction of electrocardiography features points using seismocardiography data: a machine learning approach. UbiComp Robert Dürichen, Keshav Deep Verma, Seow Yuen Yee, Thomas Rocznik, Philip Schmidt, Joschka Boedecker, Christian Peters
2018	—	`conf`	Sensing Room Occupancy Levels with Signal-to-Noise Ratio and Signal Phase and Multiple Antenna Configurations. IEEE SENSORS Jens Weppner, Benjamin Bischke, Attila Reiss, Robert Dürichen, Paul Lukowicz
2018	J	`jnl`	Wearable affect and stress recognition: A review. CoRR Philip Schmidt, Attila Reiss, Robert Dürichen, Kristof Van Laerhoven
2017	Misc	`conf`	CNN-based sensor fusion techniques for multimodal human activity recognition. ISWC Sebastian Münzner, Philip Schmidt, Attila Reiss, Michael Hanselmann, Rainer Stiefelhagen, Robert Dürichen
2017	A	`conf`	Occupancy Detection in Commercial and Residential Environments Using Audio Signal. INTERSPEECH Shabnam Ghaffarzadegan, Attila Reiss, Mirko Ruhs, Robert Dürichen, Zhe Feng
2015	J	`jnl`	Controlling motion prediction errors in radiotherapy with relevance vector machines. Int. J. Comput. Assist. Radiol. Surg. Robert Dürichen, Tobias Wissel, Achim Schweikard
2015	—	`conf`	Detecting Respiratory Artifacts from Video Data. Bildverarbeitung für die Medizin Sven-Thomas Antoni, Robert Plagge, Robert Dürichen, Alexander Schlaefer
2015	—	`—`	From univariate to multivariate respiratory motion compensation. A Bayesian way to increase treatment accuracy in robotic radiotherapy. Robert Dürichen
2015	J	`jnl`	Multitask Gaussian Processes for Multivariate Physiological Time-Series Analysis. IEEE Trans. Biomed. Eng. Robert Dürichen, Marco A. F. Pimentel, Lei A. Clifton, Achim Schweikard, David A. Clifton
2014	—	`conf`	A unified approach for respiratory motion prediction and correlation with multi-task Gaussian Processes. MLSP Robert Dürichen, Tobias Wissel, Floris Ernst, Marco A. F. Pimentel, David A. Clifton, Achim Schweikard
2014	—	`conf`	Multi-task Gaussian process models for biomedical applications. BHI Robert Dürichen, Marco A. F. Pimentel, Lei A. Clifton, Achim Schweikard, David A. Clifton
2014	—	`conf`	Tissue thickness estimation for high precision head-tracking using a galvanometric laser scanner - A case study. EMBC Tobias Wissel, Patrick Stüber, Benjamin Wagner, Robert Dürichen, Ralf Bruder, Achim Schweikard, Floris Ernst
2013	—	`conf`	Evaluation of the potential of multi-modal sensors for respiratory motion prediction and correlation. EMBC Robert Dürichen, Lucas Davenport, Ralf Bruder, Tobias Wissel, Achim Schweikard, Floris Ernst
2013	—	`conf`	Multi-modal respiratory motion prediction using sequential forward selection method. CURAC Robert Dürichen, Tobias Wissel, Floris Ernst, Achim Schweikard
2013	J	`jnl`	Optimized order estimation for autoregressive models to predict respiratory motion. Int. J. Comput. Assist. Radiol. Surg. Robert Dürichen, Tobias Wissel, Achim Schweikard
2013	—	`conf`	Respiratory Motion Compensation with Relevance Vector Machines. MICCAI (2) Robert Dürichen, Tobias Wissel, Floris Ernst, Achim Schweikard
2012	—	`conf`	Efficient SVR model update approaches for respiratory motion prediction. CURAC Robert Dürichen, Tobias Wissel, Achim Schweikard
2012	—	`conf`	Prediction of respiratory motion using wavelet based support vector regression. MLSP Robert Dürichen, Tobias Wissel, Achim Schweikard