Stefan Candefjord

Forskare vid Medicinska signaler och system

Stefan Candefjord är forskarassistent i forskargruppen Biomedicinsk elektromagnetik. I sin forskning strävar han efter att förbättra den prehospitala vårdkedjan för offer i trafikolyckor. För att minimera konsekvenserna för offren måste rätt vård ges så snabbt som möjligt. Detta ställer höga krav på effektiva tillvägagångssätt i ambulanssjukvården med redskap för att snabbt kunna avgöra vilka vårdinsatser som ska sättas in. Forskningen sker inom forskningscentra MedTech West och SAFER.

Källa: chalmers.se
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Visar 45 publikationer

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 i 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
Artikel i vetenskaplig tidskrift
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 i 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)
Artikel i vetenskaplig tidskrift
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
Artikel i vetenskaplig tidskrift
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-
Artikel i vetenskaplig tidskrift
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 i 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)
Artikel i vetenskaplig tidskrift
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 i 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
Artikel i vetenskaplig tidskrift
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
Artikel i vetenskaplig tidskrift
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
Artikel i vetenskaplig tidskrift
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)
Artikel i vetenskaplig tidskrift
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)
Artikel i vetenskaplig tidskrift
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
Artikel i vetenskaplig tidskrift
2019

3D Simulations of Intracerebral Hemorrhage Detection Using Broadband Microwave Technology

Andreas Fhager, Stefan Candefjord, Mikael Elam et al
Sensors. Vol. 19 (16)
Artikel i vetenskaplig tidskrift
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 i 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
Artikel i vetenskaplig tidskrift
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
Artikel i vetenskaplig tidskrift
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
Artikel i vetenskaplig tidskrift
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 i 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
Artikel i vetenskaplig tidskrift
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
Artikel i vetenskaplig tidskrift
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
Artikel i vetenskaplig tidskrift
2017

Bioimpedance technology for detection of thoracic injury

Ruben Buendia, Stefan Candefjord, B. Sanchez et al
Physiological Measurement. Vol. 38 (11), p. 2000-2014
Artikel i vetenskaplig tidskrift
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
Artikel i vetenskaplig tidskrift
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)
Övrigt konferensbidrag
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
Artikel i vetenskaplig tidskrift
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
Artikel i vetenskaplig tidskrift
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)
Övrigt konferensbidrag
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
Artikel i vetenskaplig tidskrift
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)
Artikel i vetenskaplig tidskrift
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)
Övrig text i vetenskaplig tidskrift
2014

Design of a microwave device for prehospital stroke diagnosis

Tobias Olsson, Samuel Lunde, Stefan Candefjord
Medicinteknikdagarna 2014, Gothenburg, 14–16 October, 2014
Övrigt konferensbidrag
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 i 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
Övrigt konferensbidrag
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 i 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 i 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
Övrigt konferensbidrag
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
Artikel i vetenskaplig tidskrift
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)
Artikel i vetenskaplig tidskrift
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
Övrigt konferensbidrag
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
Artikel i vetenskaplig tidskrift

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Visar 8 forskningsprojekt

2023–2025

Utveckling av sjukhusvård i hemmet: systeminnovation somfrämjar implementering av medtechlösningar

Andreas Hellström Innovation and R&D Management
Stefan Candefjord Medicinska signaler och system
Johan Holmén Fysisk resursteori 2
VINNOVA

2023–2024

ASAP PoC - bättre civila och militära prehospitala Point-of-Care beslut med hjälp av datafusion och AI

Stefan Candefjord Medicinska signaler och system
VINNOVA

2022–2022

DIgitala beslutsstöd för rekommendation av transportdestination för traumapatienter.

Stefan Candefjord Medicinska signaler och system
Carnegiestiftelsen

2021–2023

Fysiologisk övervakning av förare för fordonets hantering av nödsituationer (DrivER)

Stefan Candefjord Medicinska signaler och system
VINNOVA

2 publikationer finns
2018–2020

PreSISe-1- Prehospitalt BeslutsStöd för Identifiering av Sepsisrisk

Robert Feldt Software Engineering for Cyber Physical Systems
Bengt-Arne Sjöqvist Medicinska signaler och system
Stefan Candefjord Biomedicinsk elektromagnetik
VINNOVA

1 publikation finns
2014–2015

Statistikinsamling och automatiskt olyckslarm för trafik med fyrhjulingar via en smartmobilplattform

Stefan Candefjord Biomedicinsk elektromagnetik
Länsförsäkringar

2013–2014

Mikrovågsdiagnostik för bättre akut omhändertagande av patienter med skallskada

Stefan Candefjord Biomedicinsk elektromagnetik
VINNOVA

Det kan finnas fler projekt där Stefan Candefjord medverkar, men du måste vara inloggad som anställd på Chalmers för att kunna se dem.