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ORCIDJeroen H. M. Bergmann
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Journal Articles
- 2025
[j11]Xinyu Hou, Jeroen Bergmann:
ROCIP: robust continuous inertial position tracking for complex actions emerging from the interaction of human actors and environment. Appl. Intell. 55(6): 494 (2025)- 2023
- [j10]Xinyu Hou
, Jeroen H. M. Bergmann:
HINNet: Inertial navigation with head-mounted sensors using a neural network. Eng. Appl. Artif. Intell. 123(Part A): 106066 (2023) - [j9]Leonardo de Almeida e Bueno, Man Ting Kwong, Jeroen H. M. Bergmann:
Performance of Oral Cavity Sensors: A Systematic Review. Sensors 23(2): 588 (2023) - [j8]Yuanzhe Zhao, Jeroen H. M. Bergmann:
Non-Contact Infrared Thermometers and Thermal Scanners for Human Body Temperature Monitoring: A Systematic Review. Sensors 23(17): 7439 (2023) - 2022
- [j7]Vikranth H. Nagaraja, Soikat Ghosh Moulic, Jennifer V. D'souza, M. Limesh, Peter Walters, Jeroen H. M. Bergmann:
A Novel Respiratory Control and Actuation System for Upper-Limb Prosthesis Users: Clinical Evaluation Study. IEEE Access 10: 128764-128778 (2022) - [j6]Xinyu Hou, Jeroen Bergmann:
HeadSLAM: Pedestrian SLAM with Head-Mounted Sensors. Sensors 22(4): 1593 (2022) - [j5]Joseph Russell, Jeroen H. M. Bergmann, Vikranth H. Nagaraja:
Towards Dynamic Multi-Modal Intent Sensing Using Probabilistic Sensor Networks. Sensors 22(7): 2603 (2022) - 2020
- [j4]Xinyu Hou, Jeroen Bergmann:
A Pedestrian Dead Reckoning Method for Head-Mounted Sensors. Sensors 20(21): 6349 (2020) - 2017
- [j3]Jeroen H. M. Bergmann, Joan Fei, David A. Green, Amir Hussain, Newton Howard:
A Bayesian Assessment of Real-World Behavior During Multitasking. Cogn. Comput. 9(6): 749-757 (2017) - 2015
- [j2]Jeroen H. M. Bergmann, Henry Goodier, Irina Spulber, Salzitsa Anastasova, Pantelis Georgiou, Alison H. McGregor:
The "Wear and Measure" Approach: Linking Joint Stability Measurements from a Smart Clothing System to Optical Tracking. J. Sensors 2015: 762869:1-762869:8 (2015) - 2012
- [j1]Jeroen H. M. Bergmann, Vikesh Chandaria, Alison H. McGregor:
Wearable and Implantable Sensors: The Patient's Perspective. Sensors 12(12): 16695-16709 (2012)
Conference and Workshop Papers
- 2024
- [c11]Joseph Russell, Jeroen Bergmann:
The Effect of Imperfect Labelling on an LSTM Deep Learning Intent Classifier for Assistive Technology. ICSR + AI 2024: 162-167 - 2021
- [c10]Aaron Ceross, Jeroen Bergmann:
A machine learning approach for medical device classification. ICEGOV 2021: 285-291 - 2019
- [c9]Joseph Russell, Jeroen Bergmann:
Probabilistic sensor design for healthcare technology. UEMCON 2019: 585-590 - 2016
- [c8]Jeroen Bergmann, J. Alison Noble, Mark Thompson:
Probabilistic sensor network design. BSN 2016: 66-70 - 2015
- [c7]Irina Spulber, Y.-M. Chen, Enrica Papi, Salzitsa Anastasova-Ivanova, Jeroen Bergmann, Alison H. McGregor, Pantelis Georgiou:
Live demonstration: Wearable electronics for a smart garment aiding rehabilitation. ISCAS 2015: 1912 - 2014
- [c6]Irina Spulber, Enrica Papi, Y.-M. Chen, Salzitsa Anastasova-Ivanova, Jeroen H. M. Bergmann, Pantelis Georgiou, Alison H. McGregor:
Development of a wireless multi-functional body sensing platform for smart garment integration. BioCAS 2014: 157-160 - 2013
- [c5]D. De Boer, O. S. van Rheenen, E. van Zelm, R. P. H. M. Bergmann, Jeroen H. M. Bergmann, Newton Howard:
Design considerations for a wearable sensor network that measures accelerations during Water-Ski jumping. BSN 2013: 1-5 - [c4]Newton Howard, Ross D. Pollock, Joe Prinold, Joydeep Sinha, Di Newham, Jeroen H. M. Bergmann:
Effect of Impairment on Upper Limb Performance in an Ageing Sample Population. HCI (7) 2013: 78-87 - [c3]Newton Howard, Jeroen H. M. Bergmann, Rebecca Howard:
Examining Everyday Speech and Motor Symptoms of Parkinson's Disease for Diagnosis and Progression Tracking. MICAI (Special Sessions) 2013: 262-269 - 2012
- [c2]Ortal Dayan, Irina Spulber, Amir Eftekhar, Pantelis Georgiou, Jeroen Bergmann, Alison H. McGregor:
Applying EMG spike and peak counting for a real-time muscle fatigue monitoring system. BioCAS 2012: 41-44 - [c1]Irina Spulber, Pantelis Georgiou, Amir Eftekhar, Chris Toumazou, Lynsey D. Duffell, Jeroen Bergmann, Alison H. McGregor, Tinaz Mehta, Miguel Hernandez, Alison J. Burdett:
Frequency analysis of wireless accelerometer and EMG sensors data: Towards discrimination of normal and asymmetric walking pattern. ISCAS 2012: 2645-2648
Informal and Other Publications
- 2025
- [i6]Yu Han, Aaron Ceross, Jeroen H. M. Bergmann:
Toward Automated Regulatory Decision-Making: Trustworthy Medical Device Risk Classification with Multimodal Transformers and Self-Training. CoRR abs/2505.00422 (2025) - [i5]Yu Han, Aaron Ceross, Jeroen H. M. Bergmann:
AI for Regulatory Affairs: Balancing Accuracy, Interpretability, and Computational Cost in Medical Device Classification. CoRR abs/2505.18695 (2025) - 2024
- [i4]Yu Han, Aaron Ceross, Jeroen H. M. Bergmann:
Uncovering Regulatory Affairs Complexity in Medical Products: A Qualitative Assessment Utilizing Open Coding and Natural Language Processing (NLP). CoRR abs/2401.02975 (2024) - [i3]Yu Han, Jeroen Bergmann:
Transforming Medical Regulations into Numbers: Vectorizing a Decade of Medical Device Regulatory Shifts in the USA, EU, and China. CoRR abs/2411.00567 (2024) - [i2]Yu Han, Aaron Ceross, Sarim Ather, Jeroen H. M. Bergmann:
Data-Driven Analysis of AI in Medical Device Software in China: Deep Learning and General AI Trends Based on Regulatory Data. CoRR abs/2411.07378 (2024) - [i1]Yu Han, Aaron Ceross, Jeroen H. M. Bergmann:
The Use of Readability Metrics in Legal Text: A Systematic Literature Review. CoRR abs/2411.09497 (2024)
Coauthor Index
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last updated on 2025-06-27 19:36 CEST by the dblp team
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