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2020 – today
- 2022
[i8]Jamie Wallis, Andres Azqueta-Gavaldon, Thanusha Ananthakumar, Robert Dürichen, Luca Albergante:
Similarity-based prediction of Ejection Fraction in Heart Failure Patients. CoRR abs/2203.07124 (2022)- [i7]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 abs/2208.01607 (2022) - 2021
- [c19]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: 220-238 - [i6]Oliver Carr, Avelino Javer, Patrick Rockenschaub
, Owen Parsons, Robert Dürichen:
Longitudinal patient stratification of electronic health records with flexible adjustment for clinical outcomes. CoRR abs/2111.06152 (2021) - [i5]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 abs/2112.07239 (2021) - 2020
- [c18]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: 323-335 - [i4]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 abs/2007.08491 (2020) - [i3]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 abs/2012.13233 (2020)
2010 – 2019
- 2019
- [j4]Philip Schmidt, Attila Reiss, Robert Dürichen, Kristof Van Laerhoven:
Wearable-Based Affect Recognition - A Review. Sensors 19(19): 4079 (2019) - [c17]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: 96-105 - [c16]Philip Schmidt, Robert Dürichen, Attila Reiss, Kristof Van Laerhoven, Thomas Plötz:
Multi-target affect detection in the wild: an exploratory study. UbiComp 2019: 211-219 - 2018
- [c15]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: 96-99 - [c14]Philip Schmidt, Attila Reiss, Robert Dürichen, Kristof Van Laerhoven:
Labelling Affective States "in the Wild": Practical Guidelines and Lessons Learned. UbiComp/ISWC Adjunct 2018: 654-659 - [c13]Philip Schmidt, Attila Reiss, Robert Dürichen, Claus Marberger, Kristof Van Laerhoven:
Introducing WESAD, a Multimodal Dataset for Wearable Stress and Affect Detection. ICMI 2018: 400-408 - [c12]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: 1-4 - [i2]Philip Schmidt, Attila Reiss, Robert Dürichen, Kristof Van Laerhoven:
Wearable affect and stress recognition: A review. CoRR abs/1811.08854 (2018) - [i1]Robert Dürichen, Thomas Rocznik, Oliver Renz, Christian Peters:
Binary Input Layer: Training of CNN models with binary input data. CoRR abs/1812.03410 (2018) - 2017
- [c11]Shabnam Ghaffarzadegan, Attila Reiss, Mirko Ruhs, Robert Dürichen, Zhe Feng:
Occupancy Detection in Commercial and Residential Environments Using Audio Signal. INTERSPEECH 2017: 3802-3806 - [c10]Sebastian Münzner, Philip Schmidt, Attila Reiss, Michael Hanselmann, Rainer Stiefelhagen, Robert Dürichen:
CNN-based sensor fusion techniques for multimodal human activity recognition. ISWC 2017: 158-165 - 2015
- [b1]Robert Dürichen:
From univariate to multivariate respiratory motion compensation. A Bayesian way to increase treatment accuracy in robotic radiotherapy. University of Lübeck, 2015 - [j3]Robert Dürichen, Tobias Wissel, Achim Schweikard:
Controlling motion prediction errors in radiotherapy with relevance vector machines. Int. J. Comput. Assist. Radiol. Surg. 10(4): 363-371 (2015) - [j2]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): 314-322 (2015) - [c9]Sven-Thomas Antoni, Robert Plagge, Robert Dürichen, Alexander Schlaefer:
Detecting Respiratory Artifacts from Video Data. Bildverarbeitung für die Medizin 2015: 227-232 - 2014
- [c8]Robert Dürichen, Marco A. F. Pimentel, Lei A. Clifton, Achim Schweikard, David A. Clifton:
Multi-task Gaussian process models for biomedical applications. BHI 2014: 492-495 - [c7]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: 3106-3109 - [c6]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: 1-6 - 2013
- [j1]Robert Dürichen, Tobias Wissel, Achim Schweikard:
Optimized order estimation for autoregressive models to predict respiratory motion. Int. J. Comput. Assist. Radiol. Surg. 8(6): 1037-1042 (2013) - [c5]Robert Dürichen, Tobias Wissel, Floris Ernst, Achim Schweikard:
Multi-modal respiratory motion prediction using sequential forward selection method. CURAC 2013: 183-187 - [c4]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: 5678-5681 - [c3]Robert Dürichen, Tobias Wissel, Floris Ernst, Achim Schweikard:
Respiratory Motion Compensation with Relevance Vector Machines. MICCAI (2) 2013: 108-115 - 2012
- [c2]Robert Dürichen, Tobias Wissel, Achim Schweikard:
Efficient SVR model update approaches for respiratory motion prediction. CURAC 2012: 107-110 - [c1]Robert Dürichen, Tobias Wissel, Achim Schweikard:
Prediction of respiratory motion using wavelet based support vector regression. MLSP 2012: 1-6
Coauthor Index
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