Jeroen H. M. Bergmann

20 papers C 1Journal 16Unranked 3
YearRankTypeTitle / Venue / Authors
2026 J jnl
Toward automated regulatory decision-making: AI-assisted medical device risk classification with multimodal transformers and self-training.
Expert Syst. Appl.
Yu Han, Aaron Ceross, Jeroen H. M. Bergmann
2026 J jnl
Transforming Medical Regulations into Numbers: Vectorizing a Decade of Medical Device Regulatory Shifts in the USA, EU, and China.
ACM Trans. Comput. Heal.
Yu Han, Jeroen H. M. Bergmann
2025 J jnl
AI for Regulatory Affairs: Balancing Accuracy, Interpretability, and Computational Cost in Medical Device Classification.
CoRR
Yu Han, Aaron Ceross, Jeroen H. M. Bergmann
2025 J jnl
Standard Applicability Judgment and Cross-jurisdictional Reasoning: A RAG-based Framework for Medical Device Compliance.
CoRR
Yu Han, Aaron Ceross, Jeroen H. M. Bergmann
2025 J jnl
Toward Automated Regulatory Decision-Making: Trustworthy Medical Device Risk Classification with Multimodal Transformers and Self-Training.
CoRR
Yu Han, Aaron Ceross, Jeroen H. M. Bergmann
2024 J jnl
Data-Driven Analysis of AI in Medical Device Software in China: Deep Learning and General AI Trends Based on Regulatory Data.
CoRR
Yu Han, Aaron Ceross, Sarim Ather, Jeroen H. M. Bergmann
2024 J jnl
The Use of Readability Metrics in Legal Text: A Systematic Literature Review.
CoRR
Yu Han, Aaron Ceross, Jeroen H. M. Bergmann
2024 J jnl
Uncovering Regulatory Affairs Complexity in Medical Products: A Qualitative Assessment Utilizing Open Coding and Natural Language Processing (NLP).
CoRR
Yu Han, Aaron Ceross, Jeroen H. M. Bergmann
2023 J jnl
HINNet: Inertial navigation with head-mounted sensors using a neural network.
Eng. Appl. Artif. Intell.
Xinyu Hou, Jeroen H. M. Bergmann
2023 J jnl
Non-Contact Infrared Thermometers and Thermal Scanners for Human Body Temperature Monitoring: A Systematic Review.
Sensors
Yuanzhe Zhao, Jeroen H. M. Bergmann
2023 J jnl
Performance of Oral Cavity Sensors: A Systematic Review.
Sensors
Leonardo de Almeida e Bueno, Man Ting Kwong, Jeroen H. M. Bergmann
2022 J jnl
A Novel Respiratory Control and Actuation System for Upper-Limb Prosthesis Users: Clinical Evaluation Study.
IEEE Access
Vikranth H. Nagaraja, Soikat Ghosh Moulic, Jennifer V. D'souza, M. Limesh, Peter Walters, Jeroen H. M. Bergmann
2022 J jnl
Towards Dynamic Multi-Modal Intent Sensing Using Probabilistic Sensor Networks.
Sensors
Joseph Russell, Jeroen H. M. Bergmann, Vikranth H. Nagaraja
2017 J jnl
A Bayesian Assessment of Real-World Behavior During Multitasking.
Cogn. Comput.
Jeroen H. M. Bergmann, Joan Fei, David A. Green, Amir Hussain, Newton Howard
2015 J jnl
The "Wear and Measure" Approach: Linking Joint Stability Measurements from a Smart Clothing System to Optical Tracking.
J. Sensors
Jeroen H. M. Bergmann, Henry Goodier, Irina Spulber, Salzitsa Anastasova, Pantelis Georgiou, Alison H. McGregor
2014 — conf
Development of a wireless multi-functional body sensing platform for smart garment integration.
BioCAS
Irina Spulber, Enrica Papi, Y.-M. Chen, Salzitsa Anastasova-Ivanova, Jeroen H. M. Bergmann, Pantelis Georgiou, Alison H. McGregor
2013 C conf
Design considerations for a wearable sensor network that measures accelerations during Water-Ski jumping.
BSN
D. De Boer, O. S. van Rheenen, E. van Zelm, R. P. H. M. Bergmann, Jeroen H. M. Bergmann, Newton Howard
2013 — conf
Effect of Impairment on Upper Limb Performance in an Ageing Sample Population.
HCI (7)
Newton Howard, Ross D. Pollock, Joe Prinold, Joydeep Sinha, Di Newham, Jeroen H. M. Bergmann
2013 — conf
Examining Everyday Speech and Motor Symptoms of Parkinson's Disease for Diagnosis and Progression Tracking.
MICAI (Special Sessions)
Newton Howard, Jeroen H. M. Bergmann, Rebecca Howard
2012 J jnl
Wearable and Implantable Sensors: The Patient's Perspective.
Sensors
Jeroen H. M. Bergmann, Vikesh Chandaria, Alison H. McGregor