| Data augmentation of wearable sensor data for parkinson’s disease monitoring using convolutional neural networks TT Um, FMJ Pfister, D Pichler, S Endo, M Lang, S Hirche, U Fietzek, ... Proceedings of the 19th ACM International Conference on Multimodal …, 2017 | 822 | 2017 |
| Multi-categorical deep learning neural network to classify retinal images: A pilot study employing small database JY Choi, TK Yoo, JG Seo, J Kwak, TT Um, TH Rim PloS one 12 (11), e0187336, 2017 | 284 | 2017 |
| Exercise motion classification from large-scale wearable sensor data using convolutional neural networks TT Um, V Babakeshizadeh, D Kulić Intelligent Robots and Systems (IROS), 2017 IEEE/RSJ International …, 2017 | 121 | 2017 |
| Tangent bundle RRT: A randomized algorithm for constrained motion planning B Kim, TT Um, C Suh, FC Park Robotica 34 (1), 202-225, 2016 | 102 | 2016 |
| High-resolution motor state detection in Parkinson’s disease using convolutional neural networks FMJ Pfister, TT Um, DC Pichler, J Goschenhofer, K Abedinpour, M Lang, ... Scientific reports 10 (1), 5860, 2020 | 58 | 2020 |
| Tangent space RRT: A randomized planning algorithm on constraint manifolds C Suh, TT Um, B Kim, H Noh, M Kim, FC Park 2011 IEEE International Conference on Robotics and Automation, 4968-4973, 2011 | 41 | 2011 |
| Tangent space RRT with lazy projection: An efficient planning algorithm for constrained motions TT Um, B Kim, C Suh, FC Park Advances in Robot Kinematics: Motion in Man and Machine: Motion in Man and …, 2010 | 33* | 2010 |
| Independent joint learning: A novel task-to-task transfer learning scheme for robot models TT Um, MS Park, JM Park 2014 IEEE International Conference on Robotics and Automation (ICRA), 5679-5684, 2014 | 29 | 2014 |
| Parkinson's disease assessment from a wrist-worn wearable sensor in free-living conditions: Deep ensemble learning and visualization TT Um, FMJ Pfister, DC Pichler, S Endo, M Lang, S Hirche, U Fietzek, ... arXiv preprint arXiv:1808.02870, 2018 | 15 | 2018 |
| A multi-layer Gaussian process for motor symptom estimation in people with Parkinson's disease M Lang, FMJ Pfister, J Fröhner, K Abedinpour, D Pichler, U Fietzek, ... IEEE Transactions on Biomedical Engineering 66 (11), 3038-3049, 2019 | 14 | 2019 |
| KULEX: An ADL power-assistance demonstration MB Hong, SJ Kim, T Um, K Kim 2013 10th International Conference on Ubiquitous Robots and Ambient …, 2013 | 14 | 2013 |
| Explore highly relevant questions in the Baumann skin type questionnaire through the digital skin analyzer: A retrospective single‐center study in South Korea SI Cho, D Kim, H Lee, TTW Um, H Kim Journal of Cosmetic Dermatology 22 (11), 3159-3167, 2023 | 3 | 2023 |
| An unsupervised approach to detecting and isolating athletic movements TT Um, D Kulić 2016 38th Annual International Conference of the IEEE Engineering in …, 2016 | 3 | 2016 |
| Dynamics-based estimation of Parkinson's disease severity using Gaussian Processes S Endo, FJ Pfister, J Fröhner, U Fietzek, D Pichler, K Abedinpour, TT Um, ... Second IFAC Conference on Cyber-Physical & Human Systems, 2018 | 1 | 2018 |
| Deep Learning in Objective Classification of Spontaneous Movement of Patients with Parkinson’s Disease Using Large-Scale Free-Living Sensor Data F Pfister, D Kulić, T Um, D Pichler, A Ahmadi, M Lang, G König, F Achilles, ... | 1 | 2017 |
| Quantification of the PD Motor Syndrome Using an Inclusive Score (PD9) Derived from Sensor Data with Deep Learning F Pfister, J Goschenhofer, T Um, D Pichler, K Abedinpour, D Kulic, ... MOVEMENT DISORDERS 33, S664-S665, 2018 | | 2018 |
| Untersuchung und Beurteilung der motorischen Symptome der Parkinson-Erkrankung mittels eines am Handgelenk getragenen Sensors und eines Bewegungserfassungssystems D Pichler, M Lang, FMJ Pfister, T Um, GCS König, S Endo, K Abedinpour, ... DGN-Kongress 2017, 2017 | | 2017 |
| Acquisition, Validation and Preprocessing of Wrist-Worn Sensor Data in Patients with Parkinson’s Disease and Healthy Controls D Pichler, M Lang, D Kulić, F Pfister, G Koenig, T Um, A Ahmadi, S Endo, ... | | 2017 |
| 보병의 근력지원을 위한 하지 착용로봇 시스템 개발 엄태웅， 유재관， 백주현 한국정밀공학회 학술발표대회 논문집, 205-206, 2012 | | 2012 |
Dana KulićProfessor, Monash UniversityVerified email at monash.edu
