Stefan Candefjord

Researcher at Biomedical Signals and Systems

Stefan Candefjord is an Assistant Professor in the Biomedical electromagnetics research group. His research project aims at improving the prehospital care process for victims in road traffic accidents. To minimize the consequences for the victims appropriate treatment must be given as soon as possible. This puts high demands on using effective tools in the prehospital setting to optimize the workflow and quickly decide on treatment. The work is carried out within the reserach centres MedTech West and SAFER.

Source: chalmers.se
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Showing 45 publications

2024

Stroke Prehospital Decision Support Systems Based on Artificial Intelligence: Grey Literature Scoping Review

Hoor Jalo, Eunji Lee, Mattias Seth et al
Proceedings of the 17th International Joint Conference on Biomedical Engineering Systems and Technologies - Volume 2
Paper in proceeding
2024

Reviewing Challenges in Specifying Interoperability Requirement in Procurement of Health Information Systems

Mattias Seth, Hoor Jalo, Eunji Lee et al
Studies in Health Technology and Informatics. Vol. 310, p. 8-12
Journal article
2024

Stroke Prehospital Decision Support Systems Based on Artificial Intelligence: Grey Literature Scoping Review

Hoor Jalo, Eunji Lee, Mattias Seth et al
Proceedings of the 17th International Joint Conference on Biomedical Engineering Systems and Technologies . Vol. 2, p. 458-465
Paper in proceeding
2024

Video support for prehospital stroke consultation: implications for system design and clinical implementation from prehospital simulations

Stefan Candefjord, Magnus Andersson Hagiwara, Bengt-Arne Sjöqvist et al
BMC MEDICAL INFORMATICS AND DECISION MAKING. Vol. 24 (1)
Journal article
2023

Development of Verified Innovation Process for Healthcare Solutions (VIPHS): A Stepwise Model for Digital Health

Eunji Lee, Bengt-Arne Sjöqvist, Magnus Andersson Hagiwara et al
Studies in health technology and informatics. Vol. 302, p. 736-740
Journal article
2023

Early identification and characterisation of stroke to support prehospital decision-making using artificial intelligence: a scoping review protocol

Hoor Jalo, Mattias Seth, Minna Pikkarainen et al
BMJ Open. Vol. 13 (5), p. e069660-
Journal article
2023

Design for integrating explainable AI for dynamic risk prediction in prehospital IT systems

David Wallstén, Gregory Axton, Eunji Lee et al
Artificial Intelligence, Social Computing and Wearable Technologies. Vol. 113, p. 268-278
Paper in proceeding
2023

On Scene Injury Severity Prediction (OSISP) model for trauma developed using the Swedish Trauma Registry

Anna Bakidou, Eva Corina Caragounis, M. A. Hagiwara et al
BMC Medical Informatics and Decision Making. Vol. 23 (1)
Journal article
2023

Early Characterization of Stroke Using Video Analysis and Machine Learning

Hoor Jalo, Andrei Borg, Elsa Thoreström et al
Emerging Technologies in Healthcare and Medicine. Vol. 116 (2023), p. 74-84
Paper in proceeding
2022

Detecting driver fatigue using heart rate variability: A systematic review

Ke Lu, Anna Sjörs, J. G. Karlsson et al
Accident Analysis and Prevention. Vol. 178
Journal article
2022

Detecting Driver Sleepiness Using Consumer Wearable Devices in Manual and Partial Automated Real-Road Driving

Ke Lu, J. G. Karlsson, Anna Sjörs et al
IEEE Transactions on Intelligent Transportation Systems. Vol. 23 (5), p. 4801 -4810
Journal article
2022

Mortality of trauma patients treated at trauma centers compared to non-trauma centers in Sweden: a retrospective study

Stefan Candefjord, Linn Asker, Eva Corina Caragounis
European Journal of Trauma and Emergency Surgery. Vol. 48 (1), p. 525-536
Journal article
2021

Early detection of sepsis using artificial intelligence: a scoping review protocol

Ivana Pepic, Robert Feldt, Lars Ljungström et al
Systematic Reviews. Vol. 10 (1)
Journal article
2021

A wearable microwave instrument can detect and monitor traumatic abdominal injuries in a porcine model

Stefan Candefjord, Linh Nguyen, Ruben Buendia et al
Scientific Reports. Vol. 11 (1)
Journal article
2021

On Scene Injury Severity Prediction (OSISP) machine learning algorithms for motor vehicle crash occupants in US

Stefan Candefjord, Muhammad Azam Sheikh, Pramod Bangalore et al
Journal of Transport and Health. Vol. 22
Journal article
2019

3D Simulations of Intracerebral Hemorrhage Detection Using Broadband Microwave Technology

Andreas Fhager, Stefan Candefjord, Mikael Elam et al
Sensors. Vol. 19 (16)
Journal article
2019

Simulation Study of a Haemorrhagic Stroke Detector and Its Performance

Andreas Fhager, Stefan Candefjord, Mikael Persson
13th European Conference on Antennas and Propagation, EuCAP 2019
Paper in proceeding
2019

Deriving heart rate variability indices from cardiac monitoring—An indicator of driver sleepiness

Ruben Buendia, Fabio Forcolin, J. G. Karlsson et al
Traffic Injury Prevention. Vol. 20 (3), p. 249-254
Journal article
2019

Does injury pattern among major road trauma patients influence prehospital transport decisions regardless of the distance to the nearest trauma centre? – a retrospective study

Helen Fagerlind, Lara Harvey, Stefan Candefjord et al
Scandinavian Journal of Trauma, Resuscitation and Emergency Medicine. Vol. 27 (1), p. 1-9
Journal article
2018

Comparison of outlier heartbeat identification and spectral transformation strategies for deriving heart rate variability indices for drivers at different stages of sleepiness

Fabio Forcolin, Ruben Buendia, Stefan Candefjord et al
Traffic Injury Prevention. Vol. 19, p. S112-S119
Journal article
2018

FDTD based simulation study of a classification based hemorrhagic stroke detector

Andreas Fhager, Stefan Candefjord, Mikael Persson
IET Conference Publications. Vol. 2018 (CP741)
Paper in proceeding
2018

Microwave Diagnostics Ahead: Saving Time and the Lives of Trauma and Stroke Patients

Andreas Fhager, Stefan Candefjord, Mikael Elam et al
IEEE Microwave Magazine. Vol. 19 (3), p. 78-90
Journal article
2017

Clinical Evaluation of a Microwave-Based Device for Detection of Traumatic Intracranial Hemorrhage

J. Ljungqvist, Stefan Candefjord, Mikael Persson et al
Journal of Neurotrauma. Vol. 34 (13), p. 2176-2182
Journal article
2017

Microwave technology for detecting traumatic intracranial bleedings: tests on phantom of subdural hematoma and numerical simulations

Stefan Candefjord, JOHAN WINGES, Malik Ahzaz Ahmad et al
Medical and Biological Engineering and Computing. Vol. 55 (8), p. 1177-1188
Journal article
2017

Bioimpedance technology for detection of thoracic injury

Ruben Buendia, Stefan Candefjord, B. Sanchez et al
Physiological Measurement. Vol. 38 (11), p. 2000-2014
Journal article
2016

Prehospital transportation decisions for patients sustaining major trauma in road traffic crashes in Sweden

Stefan Candefjord, Ruben Buendia, Eva Corina Caragounis et al
Traffic Injury Prevention. Vol. 17 (S1), p. 16-20
Journal article
2015

Assessing mechanisms of injury as predictors of severe injury for adult car and truck occupants

Ruben Buendia, Stefan Candefjord, Bengt-Arne Sjöqvist
The 24th International Technical Conference on the Enhanced Safety of Vehicles (ESV)
Other conference contribution
2015

On-Scene Injury Severity Prediction (OSISP) Algorithm for Truck Occupants

Stefan Candefjord, Ruben Buendia, Helen Fagerlind et al
Traffic Injury Prevention. Vol. 16, p. 190-196
Journal article
2015

A Comparative Study of Automated Segmentation Methods for Use in a Microwave Tomography System for Imaging Intracerebral Hemorrhage in Stroke Patients

Mahmood Qaiser, Shaochuan Li, Andreas Fhager et al
Journal of Electromagnetic Analysis and Applications. Vol. 7, p. 152-167
Journal article
2015

A concept for naturalistic data collection for vulnerable road users using a smartphone-based platform

Leif Sandsjö, Bengt-Arne Sjöqvist, Stefan Candefjord
The 24th International Technical Conference on the Enhanced Safety of Vehicles (ESV)
Other conference contribution
2015

On scene injury prediction (OSISP) algorithm for car occupants

Ruben Buendia, Stefan Candefjord, Helen Fagerlind et al
Accident Analysis and Prevention. Vol. 81, p. 211-217
Journal article
2015

Pre-hospital diagnosis for stroke and trauma patients using microwave technology

Stefan Candefjord, Mikael Persson, Andreas Fhager et al
Scandinavian Journal of Trauma, Resuscitation and Emergency Medicine. Vol. 23 (2)
Journal article
2015

A wearable microwave detector for diagnosing thoracic injuries-test on a porcine pneumothorax model

Nils Petter Oveland, Ruben Buendia, Bengt-Arne Sjöqvist et al
Scandinavian Journal of Trauma, Resuscitation and Emergency Medicine. Vol. 23 (2)
Other text in scientific journal
2014

Design of a microwave device for prehospital stroke diagnosis

Tobias Olsson, Samuel Lunde, Stefan Candefjord
Medicinteknikdagarna 2014, Gothenburg, 14–16 October, 2014
Other conference contribution
2014

Using Smartphones to Monitor Cycling and Automatically Detect Accidents - Towards eCall Functionality for Cyclists

Stefan Candefjord, Leif Sandsjö, Robert Andersson et al
Proceedings, International Cycling Safety Conference 2014, p. 1-9
Paper in proceeding
2013

eCall – smart alarms for traffic accidents to increase the precision of ambulance dispatch and improve chain of care

Stefan Candefjord, Magdalena Lindman, Leif Sandsjö et al
Prehospenkonferensen, Borås, April 25-26, 2013
Other conference contribution
2013

Microwave technology shows potential for detecting traumatic intracranial bleedings

Stefan Candefjord, Malik Ahzaz Ahmad, Stefan Kidborg et al
7th European Conference on Antennas and Propagation (EuCAP), p. 2609-2610
Paper in proceeding
2013

Microwave technology for localization of traumatic intracranial bleedings—a numerical simulation study

Stefan Candefjord, JOHAN WINGES, Yinan Yu et al
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS, p. 1948-1951
Paper in proceeding
2013

Developing a Wearable Microwave Instrument for Detecting Thorax Injuries – Tests On a Pneumothorax Phantom

Stefan Candefjord, Prateek Saraswat, Robert Samo et al
Medicinteknikdagarna 2013
Other conference contribution
2012

Resonance Micro-Raman Investigations of the Rat Medial Preoptic Nucleus: Effects of a Low-Iron Diet on the Neuroglobin Content

Kerstin Ramser, E. Malinina, Stefan Candefjord
Applied Spectroscopy. Vol. 66 (12), p. 1454-1460
Journal article
2012

A combined tactile and Raman probe for tissue characterization - Design considerations

M. Nyberg, Stefan Candefjord, V. Jalkanen et al
Measurement Science and Technology. Vol. 23 (6)
Journal article
2012

Using microwave technology for detecting traumatic intracranial bleedings – tests on a brain phantom

Stefan Candefjord, Ahzaz Ahmad Malik, Stefan Kidborg et al
Medicinteknikdagarna 2012
Other conference contribution
2012

Combining scanning haptic microscopy and fibre optic Raman spectroscopy for tissue characterization

Stefan Candefjord, Yoshinobu Murayama, M. Nyberg et al
Journal of Medical Engineering and Technology. Vol. 36 (6), p. 319-327
Journal article

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Showing 8 research projects

2023–2025

Developing hospital care at home: systems innovation promoting implementation of medtech solutions

Andreas Hellström Innovation and R&D Management
Stefan Candefjord Biomedical Signals and Systems
Johan Holmén Physical Resource Theory 2
VINNOVA

2023–2024

ASAP PoC Improved Civil and Military prehospital Point-of-Care decisions through Data Fusion and AI

Stefan Candefjord Biomedical Signals and Systems
VINNOVA

2022–2022

DIgitala beslutsstöd för rekommendation av transportdestination för traumapatienter.

Stefan Candefjord Biomedical Signals and Systems
Carnegiestiftelsen

2021–2023

Driver physiological monitoring for vehicle Emergency Response (DrivER)

Stefan Candefjord Biomedical Signals and Systems
VINNOVA

2 publications exist
2018–2020

PreSISe-1 - Prehospital Decision Support for Identification of Risk of Sepsis

Robert Feldt Software Engineering for Cyber Physical Systems
Bengt-Arne Sjöqvist Biomedical Signals and Systems
Stefan Candefjord Biomedical Electromagnetics
VINNOVA

1 publication exists
2014–2015

Statistikinsamling och automatiskt olyckslarm för trafik med fyrhjulingar via en smartmobilplattform

Stefan Candefjord Biomedical Electromagnetics
Länsförsäkringar

2013–2014

Mikrovågsdiagnostik för bättre akut omhändertagande av patienter med skallskada

Stefan Candefjord Biomedical Electromagnetics
VINNOVA

There might be more projects where Stefan Candefjord participates, but you have to be logged in as a Chalmers employee to see them.