Professor
Jeroen Bergmann
BSc MSc PhD
Associate Professor of Engineering Science
Director Oxford Healthtech Labs
Official Fellow at Reuben College
Senior Research Fellow in Engineering Entrepreneurship
All publications by Professor Bergmann
The under-representation of women in biomechanical sports-related concussion studies
Haste P, Bueno L, Jerusalem A, Bergmann J, et al. (2024)
Haste P, Bueno L, Jerusalem A, Bergmann J, et al. (2024)
Clinician and parent views on urine collection in precontinent children in the UK: a qualitative interview study.
Armengol M, Hayward G, Abbott MG, Bird C, Bergmann JHM, Glogowska M, et al. (2024)
Armengol M, Hayward G, Abbott MG, Bird C, Bergmann JHM, Glogowska M, et al. (2024)
Evaluating the Agreement between Oral, Armpit, and Ear Temperature Readings during Physical Activities in an Outdoor Setting.
Zhao Y, de Almeida E Bueno L, Holdsworth DA, Bergmann JHM, et al. (2024)
Zhao Y, de Almeida E Bueno L, Holdsworth DA, Bergmann JHM, et al. (2024)
Regulatory Frameworks for AI-Enabled Medical Device Software in China: Comparative Analysis and Review of Implications for Global Manufacturer (Preprint)
Han Y, Ceross A, Bergmann J, et al. (2024)
Han Y, Ceross A, Bergmann J, et al. (2024)
Reimagining prosthetic control: a novel body-powered prosthetic system for simultaneous control and actuation
Nagaraja VH, da Ponte Lopes J, Bergmann JHM, et al. (2023)
Nagaraja VH, da Ponte Lopes J, Bergmann JHM, et al. (2023)
Comparison of a scaled cadaver-based musculoskeletal model with a clinical upper extremity model
Nagaraja VH, Bergmann JHM, Andersen MS, Thompson MS, et al. (2023)
Nagaraja VH, Bergmann JHM, Andersen MS, Thompson MS, et al. (2023)
A novel respiratory control and actuation system for upper-limb prosthesis users: clinical evaluation study
Nagaraja VH, Moulic SG, D'souza JV, Limesh M, Walters P, Bergmann JHM, et al. (2023)
Nagaraja VH, Moulic SG, D'souza JV, Limesh M, Walters P, Bergmann JHM, et al. (2023)
Tracking the Presence of Software as a Medical Device in US Food and Drug Administration Databases: Retrospective Data Analysis (Preprint)
Ceross A, Bergmann J, et al. (2023)
Ceross A, Bergmann J, et al. (2023)
HINNet: inertial navigation with head-mounted sensors using a neural network
Hou X, Bergmann J, et al. (2023)
Hou X, Bergmann J, et al. (2023)
A case for an oral cavity based respiratory rate sensor system
Cheng R, Bergmann J, et al. (2023)
Cheng R, Bergmann J, et al. (2023)
Real-time intent sensing for assistive devices with implications for minimising maintenance
Russell J, Bergmann JHM, et al. (2023)
Russell J, Bergmann JHM, et al. (2023)
Evaluating the potential of an oral-based bioguard to estimate heart rate using photoplethysmography
de Almeida e Bueno L, Walls VC, Bergmann JHM, et al. (2023)
de Almeida e Bueno L, Walls VC, Bergmann JHM, et al. (2023)
Effects of electrical cutaneous stimulation of hallux on walking patterns in adults
Haria B, Smith C, Bergmann J, et al. (2023)
Haria B, Smith C, Bergmann J, et al. (2023)
Non-Contact Infrared Thermometers and Thermal Scanners for Human Body Temperature Monitoring: A Systematic Review
Zhao Y, Bergmann JHM, et al. (2023)
Zhao Y, Bergmann JHM, et al. (2023)
On the protectiveness of additively manufactured mouthguards
Lißner M, Goldberg T, Townsend D, Petrinic N, Bergmann J, et al. (2023)
Lißner M, Goldberg T, Townsend D, Petrinic N, Bergmann J, et al. (2023)
A modular, deep learning-based holistic intent sensing system tested with Parkinson’s disease patients and controls
Russell J, Inches J, Carroll CB, Bergmann J, et al. (2023)
Russell J, Inches J, Carroll CB, Bergmann J, et al. (2023)
Uncovering Regulatory Affairs Complexity in Medical Products: A Qualitative Assessment Utilizing Open Coding and Natural Language Processing (NLP)
Han Y, Ceross A, Bergmann JHM, et al. (2023)
Han Y, Ceross A, Bergmann JHM, et al. (2023)
Regulatory Frameworks for AI-Enabled Medical Device Software in China: Comparative Analysis and Review of Implications for Global Manufacturer
Han Y, Ceross A, Bergmann J, et al. (2023)
Han Y, Ceross A, Bergmann J, et al. (2023)
A multicentric validation study of a novel home sleep apnea test based on peripheral arterial tonometry
Van Pee B, Massie F, Vits S, Dreesen P, Klerkx S, Bijwadia J, Verbraecken J, Bergmann J, et al. (2022)
Van Pee B, Massie F, Vits S, Dreesen P, Klerkx S, Bijwadia J, Verbraecken J, Bergmann J, et al. (2022)
HeadSLAM: Pedestrian SLAM with head-mounted sensors
Hou X, Bergmann J, et al. (2022)
Hou X, Bergmann J, et al. (2022)
Impact and workload are dominating on-field data monitoring techniques to track health and well-being of team-sports athletes
Cheng R, Bergmann J, et al. (2022)
Cheng R, Bergmann J, et al. (2022)
A portable system for collecting anatomical joint angles during stair ascent: a comparison with an optical tracking device.
Bergmann JHM, Mayagoitia RE, Smith ICH, et al. (2022)
Bergmann JHM, Mayagoitia RE, Smith ICH, et al. (2022)
Impact behaviour of 3D printed cellular structures for mouthguard applications
Saunders J, Lißner M, Townsend D, Petrinic N, Bergmann J, et al. (2022)
Saunders J, Lißner M, Townsend D, Petrinic N, Bergmann J, et al. (2022)
Towards dynamic multi-modal intent sensing using probabilistic sensor networks
Russell J, Bergmann JHM, Nagaraja VH, et al. (2022)
Russell J, Bergmann JHM, Nagaraja VH, et al. (2022)
Using rule-based decision trees to digitize legislation
Mingay HRF, Hendricusdottir R, Ceross A, Bergmann J, et al. (2022)
Mingay HRF, Hendricusdottir R, Ceross A, Bergmann J, et al. (2022)
A novel method for the mechanical testing of sports mouthguards
Goldberg T, Lissner M, Townsend D, Petrinic N, Bergmann J, et al. (2022)
Goldberg T, Lissner M, Townsend D, Petrinic N, Bergmann J, et al. (2022)
A multicentric validation study of a novel home sleep apnea test based on peripheral arterial tonometry.
Van Pee B, Massie F, Vits S, Dreesen P, Klerkx S, Bijwadia J, Verbraecken J, Bergmann J, et al. (2022)
Van Pee B, Massie F, Vits S, Dreesen P, Klerkx S, Bijwadia J, Verbraecken J, Bergmann J, et al. (2022)
Determining the performance of a temperature sensor embedded into a mouthguard
de Almeida e Bueno L, Milnthorpe W, Bergmann J, et al. (2022)
de Almeida e Bueno L, Milnthorpe W, Bergmann J, et al. (2022)
The emerging field of medical regulatory technology and data science
Bergmann J, et al. (2022)
Bergmann J, et al. (2022)
Assessment of medical device regulator COVID-19 policies on entry to market for prioritised devices: a case study
Bergmann J, Ceross A, et al. (2022)
Bergmann J, Ceross A, et al. (2022)
Applying ubiquitous sensing to estimate perceived exertion based on cardiorespiratory features
De Almeida E Bueno L, Kwong M, Milnthorpe W, Cheng R, Bergmann J, et al. (2021)
De Almeida E Bueno L, Kwong M, Milnthorpe W, Cheng R, Bergmann J, et al. (2021)
Evaluating the presence of software-as-a-medical-device in the Australian Therapeutic Goods Register
Ceross A, Bergmann J, et al. (2021)
Ceross A, Bergmann J, et al. (2021)
Phenotyping REM OSA by means of peripheral arterial tone-based home sleep apnea testing and polysomnography: a critical assessment the sensitivity and specificity of both methods
Massie F, Van Pee B, Vits S, Verbraecken J, Bergmann J, et al. (2021)
Massie F, Van Pee B, Vits S, Verbraecken J, Bergmann J, et al. (2021)
The complexity of medical device regulations has increased, as assessed through data-driven techniques
Arnould A, Hendricusdottir R, Bergmann J, et al. (2021)
Arnould A, Hendricusdottir R, Bergmann J, et al. (2021)
Correlations between home sleep apnea tests and polysomnography outcomes do not fully reflect the diagnostic accuracy of these tests
Massie F, Van Pee B, Bergmann J, et al. (2021)
Massie F, Van Pee B, Bergmann J, et al. (2021)
Tracking the presence of software as a medical device in US Food and Drug Administration databases: Retrospective data analysis
Ceross A, Bergmann J, et al. (2021)
Ceross A, Bergmann J, et al. (2021)
A systematic literature review of intent sensing for control of medical devices
Russsell J, Bergmann J, et al. (2021)
Russsell J, Bergmann J, et al. (2021)
Upper-limb prosthetic maintenance data: A retrospective analysis study
Nagaraja V, Cheng R, Slater DH, Thompson MS, Bergmann JHM, et al. (2021)
Nagaraja V, Cheng R, Slater DH, Thompson MS, Bergmann JHM, et al. (2021)
Lack of support in medical device regulation within academia
Hendricusdottir R, Hussain A, Milnthorpe W, Bergmann J, et al. (2021)
Hendricusdottir R, Hussain A, Milnthorpe W, Bergmann J, et al. (2021)
A machine learning approach for medical device classification
Ceross A, Bergmann J, et al. (2021)
Ceross A, Bergmann J, et al. (2021)
Performance of oral cavity sensors: a systematic review
de Almeida e Bueno L, Kwong MT, Bergmann JHM, et al. (2021)
de Almeida e Bueno L, Kwong MT, Bergmann JHM, et al. (2021)
5.12 Regulatory Navigation: A Digital Tool to Understand Medical Device Classification Pathways
Bergmann JH, Hendricusdottir R, Lee R, et al. (2021)
Bergmann JH, Hendricusdottir R, Lee R, et al. (2021)
Probabilistic sensor design for healthcare technology
Russell J, Bergmann J, et al. (2020)
Russell J, Bergmann J, et al. (2020)
Experimental analysis of a novel, magnetic-driven tactile feedback device
Alshaibani F, THOMPSON M, BERGMANN J, et al. (2020)
Alshaibani F, THOMPSON M, BERGMANN J, et al. (2020)
Problem-driven innovation models for emerging technologies: Graphical representation of need-led innovation methodologies in healthcare
Soliman E, Mogefors D, Bergmann J, et al. (2020)
Soliman E, Mogefors D, Bergmann J, et al. (2020)
Problem-driven innovation models for emerging technologies: graphical representation of need-led innovation methodologies in healthcare
Soliman E, Mogefors D, Bergmann J, et al. (2020)
Soliman E, Mogefors D, Bergmann J, et al. (2020)
Pedestrian dead reckoning with wearable sensors: a systematic review
Bergmann J, Hou X, et al. (2020)
Bergmann J, Hou X, et al. (2020)
A pedestrian dead reckoning method for head-mounted sensors
Hou X, Bergmann J, et al. (2020)
Hou X, Bergmann J, et al. (2020)
Remote fitting procedures for upper limb 3D printed prostheses
Zuniga J, Young K, Bergmann J, Srivastava R, Dudley D, Pierce J, Salazar D, Peck J, et al. (2019)
Zuniga J, Young K, Bergmann J, Srivastava R, Dudley D, Pierce J, Salazar D, Peck J, et al. (2019)
Mechanical Safety of Embedded Electronics for In-body Wearables: A Smart Mouthguard Study
Bridgman H, Kwong MT, Bergmann J, et al. (2019)
Bridgman H, Kwong MT, Bergmann J, et al. (2019)
Comparing thermal discomfort with skin temperature response of lower-limb prosthesis users during exercise
Diment L, Thompson M, Bergmann J, et al. (2019)
Diment L, Thompson M, Bergmann J, et al. (2019)
Conceptual exploration of a gravity-assisted electrorheological fluid-based gripping methodology for assistive technology
Radice I, Bergmann J, et al. (2019)
Radice I, Bergmann J, et al. (2019)
Regulatory navigation: A digital tool to understand medical device classification pathways
Bergmann J, Hendricusdottir R, Lee R, et al. (2019)
Bergmann J, Hendricusdottir R, Lee R, et al. (2019)
Probabilistic sensor design for healthcare technology
Russell J, Bergmann J, et al. (2019)
Russell J, Bergmann J, et al. (2019)
HINNet + HeadSLAM: robust inertial navigation with machine learning for long-term stable tracking
Hou X, Bergmann J, et al. (2019)
Hou X, Bergmann J, et al. (2019)
Unobtrusive bioanalytics for impact–related sport activities
Davies W, Ye H, Bergmann J, et al. (2018)
Davies W, Ye H, Bergmann J, et al. (2018)
The efficacy and effectiveness of machine learning for weaning in mechanically ventilated patients at the intensive care unit: a systematic review
Kwong MT, Colopy GW, Weber AM, Ercole A, Bergmann J, et al. (2018)
Kwong MT, Colopy GW, Weber AM, Ercole A, Bergmann J, et al. (2018)
3D printed upper-limb prostheses lack randomised controlled trials: a systematic review
Diment L, Bergmann J, Thompson M, et al. (2017)
Diment L, Bergmann J, Thompson M, et al. (2017)
A Bayesian assessment of real-world behavior during multitasking
Bergmann J, Fei J, Green D, Hussain A, Howard N, et al. (2017)
Bergmann J, Fei J, Green D, Hussain A, Howard N, et al. (2017)
Clinical efficacy and effectiveness of 3D printing: a systematic review.
Diment LE, Thompson MS, Bergmann JHM, et al. (2017)
Diment LE, Thompson MS, Bergmann JHM, et al. (2017)
Probabilistic sensor network design
Bergmann J, Noble JA, Thompson M, et al. (2016)
Bergmann J, Noble JA, Thompson M, et al. (2016)
Virtual prototyping of breathing powered assistive technology
Bergmann J, Harrison EW, Thompson MS, et al. (2016)
Bergmann J, Harrison EW, Thompson MS, et al. (2016)
Examining the needs of affordable upper limb prosthetic users in India: A questionnaire-based survey
Nagaraja VH, Bergmann JHM, Sen D, Thompson M, et al. (2016)
Nagaraja VH, Bergmann JHM, Sen D, Thompson M, et al. (2016)
Measures of pelvic floor strength by age and parity using the Elvie device
Coggins J, Cartwright R, Bergmann J, et al. (2016)
Coggins J, Cartwright R, Bergmann J, et al. (2016)
The "Wear and Measure" Approach: Linking Joint Stability Measurements from a Smart Clothing System to Optical Tracking
Bergmann JHM, Goodier H, Spulber I, Anastasova S, Georgiou P, McGregor AH, et al. (2015)
Bergmann JHM, Goodier H, Spulber I, Anastasova S, Georgiou P, McGregor AH, et al. (2015)
Why is designing for developing countries more challenging? Modelling the product design domain for medical devices
Bergmann JHM, Noble A, Thompson M, et al. (2015)
Bergmann JHM, Noble A, Thompson M, et al. (2015)
Live Demonstration: Wearable Electronics for a Smart Garment Aiding Rehabilitation
Spulber I, Chen Y-M, Papi E, Anastasova-Ivanova S, Bergmann J, McGregor AH, Georgiou P, et al. (2015)
Spulber I, Chen Y-M, Papi E, Anastasova-Ivanova S, Bergmann J, McGregor AH, Georgiou P, et al. (2015)
Exploring the use of sensors to measure behavioral interactions: an experimental evaluation of using hand trajectories.
Bergmann JHM, Langdon PM, Mayagoitia RE, Howard N, et al. (2014)
Bergmann JHM, Langdon PM, Mayagoitia RE, Howard N, et al. (2014)
F-dynamics: automated quantification of dendrite filopodia dynamics in living neurons.
Hendricusdottir R, Bergmann JHM, et al. (2014)
Hendricusdottir R, Bergmann JHM, et al. (2014)
Development of a wireless multi-functional body sensing platform for smart garment integration
Spulber I, Papi E, Chen Y-M, Anastasova-Ivanova S, Bergmann J, Georgiou P, McGregor AH, et al. (2014)
Spulber I, Papi E, Chen Y-M, Anastasova-Ivanova S, Bergmann J, Georgiou P, McGregor AH, et al. (2014)
Postural prioritization is differentially altered in healthy older compared to younger adults during visual and auditory coded spatial multitasking.
Liston MB, Bergmann JH, Keating N, Green DA, Pavlou M, et al. (2014)
Liston MB, Bergmann JH, Keating N, Green DA, Pavlou M, et al. (2014)
Comparison of median frequency between traditional and functional sensor placements during activity monitoring.
Bergmann JHM, Graham S, Howard N, McGregor A, et al. (2013)
Bergmann JHM, Graham S, Howard N, McGregor A, et al. (2013)
Effect of impairment on upper limb performance in an ageing sample population
Howard N, Pollock R, Prinold J, Sinha J, Newham D, Bergmann J, et al. (2013)
Howard N, Pollock R, Prinold J, Sinha J, Newham D, Bergmann J, et al. (2013)
Design considerations for a wearable sensor network that measures accelerations during water-ski jumping
De Boer D, Van Rheenen OS, Van Zelm E, Bergmann RPHM, Bergmann JHM, Howard N, et al. (2013)
De Boer D, Van Rheenen OS, Van Zelm E, Bergmann RPHM, Bergmann JHM, Howard N, et al. (2013)
Exploring the Relationship Between Everyday Speech and Motor Symptoms of Parkinson's Disease as Prerequisite Analysis for Tool Development
Howard N, Bergmann JHM, Howard R, et al. (2013)
Howard N, Bergmann JHM, Howard R, et al. (2013)
Communication: Science is not about simple stories.
Bergmann J, et al. (2013)
Bergmann J, et al. (2013)
An Attachable Clothing Sensor System for Measuring Knee Joint Angles
Bergmann JHM, Anastasova-Ivanova S, Spulber I, Gulati V, Georgiou P, McGregor A, et al. (2013)
Bergmann JHM, Anastasova-Ivanova S, Spulber I, Gulati V, Georgiou P, McGregor A, et al. (2013)
The effect of coil type and navigation on the reliability of transcranial magnetic stimulation.
Fleming MK, Sorinola IO, Newham DJ, Roberts-Lewis SF, Bergmann JHM, et al. (2012)
Fleming MK, Sorinola IO, Newham DJ, Roberts-Lewis SF, Bergmann JHM, et al. (2012)
The gait of patients with one resurfacing and one replacement hip: a single blinded controlled study.
Aqil A, Drabu R, Bergmann JH, Masjedi M, Manning V, Andrews B, Muirhead-Allwood SK, Cobb JP, et al. (2012)
Aqil A, Drabu R, Bergmann JH, Masjedi M, Manning V, Andrews B, Muirhead-Allwood SK, Cobb JP, et al. (2012)
Wearable and implantable sensors: the patient's perspective.
Bergmann JHM, Chandaria V, McGregor A, et al. (2012)
Bergmann JHM, Chandaria V, McGregor A, et al. (2012)
Frequency Analysis of Wireless Accelerometer and EMG Sensors Data: Towards Discrimination of Normal and Asymmetric Walking Pattern
Spulber I, Georgiou P, Eftekhar A, Toumazou C, Duffell L, Bergmann J, McGregor A, Mehta T, Hernandez M, Burdett A, et al. (2012)
Spulber I, Georgiou P, Eftekhar A, Toumazou C, Duffell L, Bergmann J, McGregor A, Mehta T, Hernandez M, Burdett A, et al. (2012)
Strain Rate Dependent Constitutive Modelling of 3D Printed Polymers
Lißner M, Thomson D, Petrinic N, Bergmann J, et al. (2012)
Lißner M, Thomson D, Petrinic N, Bergmann J, et al. (2012)
Using a body sensor network to measure the effect of fatigue on stair climbing performance.
Bergmann JHM, Smith ICH, Mayagoitia RE, et al. (2011)
Bergmann JHM, Smith ICH, Mayagoitia RE, et al. (2011)
Body-worn sensor design: what do patients and clinicians want?
Bergmann JHM, McGregor AH, et al. (2011)
Bergmann JHM, McGregor AH, et al. (2011)
Effects of electrical cutaneous stimulation of hallux on walking patterns in adults.
Haria B, Bergmann J, Smith C, et al. (2011)
Haria B, Bergmann J, Smith C, et al. (2011)
Kinematic and clinical evaluation of shoulder function after primary and revision reverse shoulder prostheses.
Alta TD, Bergmann JH, Veeger DJ, Janssen TW, Burger BJ, Scholtes VA, Willems WJ, et al. (2010)
Alta TD, Bergmann JH, Veeger DJ, Janssen TW, Burger BJ, Scholtes VA, Willems WJ, et al. (2010)
A novel method for determining ground-referenced contacts during stair ascent: comparing relative hip position to quiet standing hip height.
Bergmann JHM, Mayagoitia RE, Smith ICH, et al. (2009)
Bergmann JHM, Mayagoitia RE, Smith ICH, et al. (2009)
Procedural differences directly affect timed up and go times.
Bergmann JHM, Alexiou C, Smith ICH, et al. (2009)
Bergmann JHM, Alexiou C, Smith ICH, et al. (2009)
Portable system for monitoring A.D.L., including A.T. use, in urban environments
Mayagoitia R, Taylor-Goh S, Fernandez-De-Castro JM, Mueller M, Brondo AP, Bergmann J, Pavlou M, et al. (2009)
Mayagoitia R, Taylor-Goh S, Fernandez-De-Castro JM, Mueller M, Brondo AP, Bergmann J, Pavlou M, et al. (2009)
Central sleep apnea detection by means of finger photoplethysmography
Massie F, Vits S, Khachatryan A, Van Pee B, Verbraecken J, Bergmann J, et al. (2009)
Massie F, Vits S, Khachatryan A, Van Pee B, Verbraecken J, Bergmann J, et al. (2009)
Combining computational neuroscience and body sensor networks to investigate Alzheimer’s disease
Bergmann J, Howard N, et al. (2009)
Bergmann J, Howard N, et al. (2009)
A new method for determining initial contacts during stair ascent
Bergmann J, Mayagoitia-Hill R, Smith C, et al. (2009)
Bergmann J, Mayagoitia-Hill R, Smith C, et al. (2009)
Contribution of the reverse endoprosthesis to glenohumeral kinematics.
Bergmann JHM, de Leeuw M, Janssen TWJ, Veeger DHEJ, Willems WJ, et al. (2008)
Bergmann JHM, de Leeuw M, Janssen TWJ, Veeger DHEJ, Willems WJ, et al. (2008)
Applying EMG Spike and Peak Counting for a Real-Time Muscle Fatigue Monitoring System
Dayan O, Spulber I, Eftekhar A, Georgiou P, Bergmann J, McGregor A, et al. ()
Dayan O, Spulber I, Eftekhar A, Georgiou P, Bergmann J, McGregor A, et al. ()
Portable System for Monitoring ADL, Including AT Use, in Urban Environments
Mayagoitia R, Taylor-Goh S, Fernandez-de-Castro J-M, Mueller M, Bronda A-P, Bergmann J, Pavlou M, et al. ()
Mayagoitia R, Taylor-Goh S, Fernandez-de-Castro J-M, Mueller M, Bronda A-P, Bergmann J, Pavlou M, et al. ()
Evaluation of large language models for the classification of medical device software
Han Y, Ceross A, Bourgeois F, Savaget P, Bergmann JHM, et al. ()
Han Y, Ceross A, Bourgeois F, Savaget P, Bergmann JHM, et al. ()
More than red tape: exploring complexity in medical device regulatory affairs
Han Y, Ceross A, Bergmann J, et al. ()
Han Y, Ceross A, Bergmann J, et al. ()
Feature importance for estimating rating of perceived exertion from cardiorespiratory signals using machine learning
Cheng R, Haste P, Levens E, Bergmann J, et al. ()
Cheng R, Haste P, Levens E, Bergmann J, et al. ()