Applying EMG spike and peak counting for a real-time muscle fatigue monitoring system. - Ortal Dayan; Irina Spulber; Amir Eftekhar; Pantelis Georgiou; Jeroen Bergmann; Alison H. McGregor (BioCAS, 2012)

Frequency analysis of wireless accelerometer and EMG sensors data: Towards discrimination of normal and asymmetric walking pattern. - Irina Spulber; Pantelis Georgiou; Amir Eftekhar; Chris Toumazou; Lynsey D. Duffell; Jeroen Bergmann; Alison H. McGregor; Tinaz Mehta; Miguel Hernandez; Alison J. Burdett (ISCAS, 2012)

Wearable and Implantable Sensors: The Patient's Perspective. - Jeroen H. M. Bergmann; Vikesh Chandaria; Alison H. McGregor (Sensors, 2012)

Design considerations for a wearable sensor network that measures accelerations during Water-Ski jumping. - D. De Boer; O. S. van Rheenen; E. van Zelm; R. P. H. M. Bergmann; Jeroen H. M. Bergmann; Newton Howard (BSN, 2013)

Effect of Impairment on Upper Limb Performance in an Ageing Sample Population. - Newton Howard; Ross D. Pollock; Joe Prinold; Joydeep Sinha; Di Newham; Jeroen H. M. Bergmann (HCI (7), 2013)

Examining Everyday Speech and Motor Symptoms of Parkinson's Disease for Diagnosis and Progression Tracking. - Newton Howard; Jeroen H. M. Bergmann; Rebecca Howard (MICAI (Special Sessions), 2013)

Development of a wireless multi-functional body sensing platform for smart garment integration. - Irina Spulber; Enrica Papi; Y.-M. Chen; Salzitsa Anastasova-Ivanova; Jeroen H. M. Bergmann; Pantelis Georgiou; Alison H. McGregor (BioCAS, 2014)

Live demonstration: Wearable electronics for a smart garment aiding rehabilitation. - Irina Spulber; Y.-M. Chen; Enrica Papi; Salzitsa Anastasova-Ivanova; Jeroen Bergmann; Alison H. McGregor; Pantelis Georgiou (ISCAS, 2015)

The "Wear and Measure" Approach: Linking Joint Stability Measurements from a Smart Clothing System to Optical Tracking. - Jeroen H. M. Bergmann; Henry Goodier; Irina Spulber; Salzitsa Anastasova; Pantelis Georgiou; Alison H. McGregor (J. Sensors, 2015)

Probabilistic sensor network design. - Jeroen Bergmann; J. Alison Noble; Mark Thompson 003 (BSN, 2016)

A Bayesian Assessment of Real-World Behavior During Multitasking. - Jeroen H. M. Bergmann; Joan Fei; David A. Green; Amir Hussain 001; Newton Howard (Cogn. Comput., 2017)

Probabilistic sensor design for healthcare technology. - Joseph Russell; Jeroen Bergmann (UEMCON, 2019)

A Pedestrian Dead Reckoning Method for Head-Mounted Sensors. - Xinyu Hou; Jeroen Bergmann (Sensors, 2020)

A machine learning approach for medical device classification. - Aaron Ceross; Jeroen Bergmann (ICEGOV, 2021)

A Novel Respiratory Control and Actuation System for Upper-Limb Prosthesis Users: Clinical Evaluation Study. - Vikranth H. Nagaraja; Soikat Ghosh Moulic; Jennifer V. D'souza; M. Limesh; Peter Walters; Jeroen H. M. Bergmann (IEEE Access, 2022)

HeadSLAM: Pedestrian SLAM with Head-Mounted Sensors. - Xinyu Hou; Jeroen Bergmann (Sensors, 2022)

Towards Dynamic Multi-Modal Intent Sensing Using Probabilistic Sensor Networks. - Joseph Russell; Jeroen H. M. Bergmann; Vikranth H. Nagaraja (Sensors, 2022)

HINNet: Inertial navigation with head-mounted sensors using a neural network. - Xinyu Hou; Jeroen H. M. Bergmann (Eng. Appl. Artif. Intell., 2023)

Performance of Oral Cavity Sensors: A Systematic Review. - Leonardo de Almeida e Bueno; Man Ting Kwong; Jeroen H. M. Bergmann (Sensors, 2023)

Non-Contact Infrared Thermometers and Thermal Scanners for Human Body Temperature Monitoring: A Systematic Review. - Yuanzhe Zhao; Jeroen H. M. Bergmann (Sensors, 2023)

The Effect of Imperfect Labelling on an LSTM Deep Learning Intent Classifier for Assistive Technology. - Joseph Russell; Jeroen Bergmann (ICSR + AI, 2024)

Uncovering Regulatory Affairs Complexity in Medical Products: A Qualitative Assessment Utilizing Open Coding and Natural Language Processing (NLP). - Yu Han; Aaron Ceross; Jeroen H. M. Bergmann (CoRR, 2024)

Transforming Medical Regulations into Numbers: Vectorizing a Decade of Medical Device Regulatory Shifts in the USA, EU, and China. - Yu Han; Jeroen Bergmann (CoRR, 2024)

Data-Driven Analysis of AI in Medical Device Software in China: Deep Learning and General AI Trends Based on Regulatory Data. - Yu Han; Aaron Ceross; Sarim Ather; Jeroen H. M. Bergmann (CoRR, 2024)

The Use of Readability Metrics in Legal Text: A Systematic Literature Review. - Yu Han; Aaron Ceross; Jeroen H. M. Bergmann (CoRR, 2024)

ROCIP: robust continuous inertial position tracking for complex actions emerging from the interaction of human actors and environment. - Xinyu Hou; Jeroen Bergmann (Appl. Intell., 2025)

Toward Automated Regulatory Decision-Making: Trustworthy Medical Device Risk Classification with Multimodal Transformers and Self-Training. - Yu Han; Aaron Ceross; Jeroen H. M. Bergmann (CoRR, 2025)

AI for Regulatory Affairs: Balancing Accuracy, Interpretability, and Computational Cost in Medical Device Classification. - Yu Han; Aaron Ceross; Jeroen H. M. Bergmann (CoRR, 2025)

Standard Applicability Judgment and Cross-jurisdictional Reasoning: A RAG-based Framework for Medical Device Compliance. - Yu Han; Aaron Ceross; Jeroen H. M. Bergmann (CoRR, 2025)