Robert Dürichen

发表

Detecting Respiratory Artifacts from Video Data

Alexander Schlaefer, Sven-Thomas Antoni, Robert Plagge, 2015, Bildverarbeitung für die Medizin.

Efficient SVR model update approaches for respiratory motion prediction

Achim Schweikard, Tobias Wissel, Robert Dürichen, 2012, CURAC.

Binary Input Layer: Training of CNN models with binary input data pdf

Christian Peters, Robert Dürichen, Thomas Rocznik, 2018, ArXiv.

Respiratory Motion Compensation with Relevance Vector Machines

Floris Ernst, Achim Schweikard, Tobias Wissel, 2013, MICCAI.

Controlling motion prediction errors in radiotherapy with relevance vector machines

Achim Schweikard, Tobias Wissel, Robert Dürichen, 2014, International Journal of Computer Assisted Radiology and Surgery.

Optimized order estimation for autoregressive models to predict respiratory motion

Achim Schweikard, Tobias Wissel, Robert Dürichen, 2013, International Journal of Computer Assisted Radiology and Surgery.

Multi-modal respiratory motion prediction using sequential forward selection method

Floris Ernst, Achim Schweikard, Tobias Wissel, 2013, CURAC.

Prediction of the onset of cardiovascular diseases from electronic health records using multi-task gated recurrent units pdf

Fernando Andreotti, Benjamin Irving, Robert Dürichen, 2020, ArXiv.

Labelling Affective States "in the Wild": Practical Guidelines and Lessons Learned

Kristof Van Laerhoven, Robert Dürichen, Attila Reiss, 2018, UbiComp/ISWC Adjunct.

Multi-target affect detection in the wild: an exploratory study

Kristof Van Laerhoven, Thomas Plötz, Robert Dürichen, 2019, UbiComp.

Wearable affect and stress recognition: A review pdf

Kristof Van Laerhoven, Robert Dürichen, Attila Reiss, 2018, ArXiv.

Multitask Gaussian Processes for Multivariate Physiological Time-Series Analysis

David A. Clifton, Achim Schweikard, Lei A. Clifton, 2015, IEEE Transactions on Biomedical Engineering.

Prediction of respiratory motion using wavelet based support vector regression

Achim Schweikard, Tobias Wissel, Robert Dürichen, 2012, 2012 IEEE International Workshop on Machine Learning for Signal Processing.

CNN-based sensor fusion techniques for multimodal human activity recognition

Rainer Stiefelhagen, Robert Dürichen, Attila Reiss, 2017, SEMWEB.

Introducing WESAD, a Multimodal Dataset for Wearable Stress and Affect Detection

Kristof Van Laerhoven, Claus Marberger, Robert Dürichen, 2018, ICMI.

Personal thermal perception models using skin temperatures and HR/HRV features: comparison of smartwatch and professional measurement devices

Marcel Schweiker, Fanny Kobiela, Robert Dürichen, 2019, UbiComp.

Evaluation of the potential of multi-modal sensors for respiratory motion prediction and correlation

Floris Ernst, Achim Schweikard, Ralf Bruder, 2013, 2013 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC).

Deep Semi-Supervised Embedded Clustering (DSEC) for Stratification of Heart Failure Patients pdf

Fernando Andreotti, Benjamin Irving, Robert Dürichen, 2020, ArXiv.

From univariate to multivariate respiratory motion compensation. A Bayesian way to increase treatment accuracy in robotic radiotherapy

Robert Dürichen, 2015 .

Multi-task Gaussian process models for biomedical applications

David A. Clifton, Achim Schweikard, Lei A. Clifton, 2014, IEEE-EMBS International Conference on Biomedical and Health Informatics (BHI).

Tissue thickness estimation for high precision head-tracking using a galvanometric laser scanner — A case study

Floris Ernst, Achim Schweikard, Patrick Stüber, 2014, 2014 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society.

A unified approach for respiratory motion prediction and correlation with multi-task Gaussian Processes

David A. Clifton, Floris Ernst, Achim Schweikard, 2014, 2014 IEEE International Workshop on Machine Learning for Signal Processing (MLSP).

Occupancy Detection in Commercial and Residential Environments Using Audio Signal

Shabnam Ghaffarzadegan, Robert Dürichen, Attila Reiss, 2017, INTERSPEECH.

Prediction of electrocardiography features points using seismocardiography data: a machine learning approach

Christian Peters, Joschka Boedecker, Robert Dürichen, 2018, UbiComp.

Wearable-Based Affect Recognition—A Review

Kristof Van Laerhoven, Robert Dürichen, Attila Reiss, 2019, Sensors.

Longitudinal patient stratification of electronic health records with flexible adjustment for clinical outcomes pdf

Robert Dürichen, Avelino Javer, Oliver Carr, 2021, ML4H@NeurIPS.

Multi-Task Gaussian Processes for Multivariate Physiological Time-Series Analysis

David A. Clifton, Achim Schweikard, Lei A. Clifton, 2014 .