Research graph
References from Fusing Wearable and Environmental Sensors for Context-Aware Firefighter Wellbeing Monitoring. Local targets link to admitted publications; unresolved targets remain external evidence.
Firefighting and the Heart
10.1161/circulationaha.117.027018 · 2017 · External reference
Cardiovascular Strain of Firefighting and the Risk of Sudden Cardiac Events
10.1249/jes.0000000000000081 · 2016 · External reference
Physiological Monitoring in Firefighter Ensembles: Wearable Plethysmographic Sensor Vest versus Standard Equipment
10.1080/15459620903455722 · 2009 · External reference
Measuring wildland fire fighter performance with wearable technology
10.1016/j.apergo.2016.08.018 · 2017 · External reference
Wearable Biomonitoring Platform for the Assessment of Stress and its Impact on Cognitive Performance of Firefighters: An Experimental Study
10.2174/1745017901814010250 · 2018 · External reference
Physiological responses and parasympathetic reactivation in rescue interventions: The effect of the breathing apparatus
10.1111/sms.13291 · 2018 · External reference
10.3390/s20102834
10.3390/s20102834 · External reference
Heart Rate Responses during Simulated Fire Ground Scenarios among Full-Time Firefighters
10.70252/fqvy7236 · 2020 · External reference
10.1109/rfid-ta.2019.8892269
10.1109/rfid-ta.2019.8892269 · External reference
Monitoring core temperature of firefighters to validate a wearable non-invasive core thermometer in different types of protective clothing: Concurrent in-vivo validation
10.1016/j.apergo.2019.103001 · 2020 · External reference
10.1145/2493432.2493450
10.1145/2493432.2493450 · External reference
Wearable sensors enable personalized predictions of clinical laboratory measurements
10.1038/s41591-021-01339-0 · 2021 · External reference
A Systematic Review on the Use of Consumer-Based ECG Wearables on Cardiac Health Monitoring
10.1109/jbhi.2024.3456028 · 2024 · External reference
Synchronized wearables for the detection of haemodynamic states via electrocardiography and multispectral photoplethysmography
10.1038/s41551-023-01098-y · 2023 · External reference
Environmental Study of Firefighters
1991 · External reference
Baseline measurements of smoke exposure among wildland firefighters
10.1080/15459620490490101 · 2004 · External reference
Exposure to bushfire smoke during prescribed burns and wildfires: Firefighters’ exposure risks and options
10.1016/j.envint.2010.09.005 · 2011 · External reference
10.3390/s19020369
10.3390/s19020369 · External reference
10.3390/s24072273
10.3390/s24072273 · External reference
10.1109/iembs.2011.6092063
10.1109/iembs.2011.6092063 · External reference
Validation of Smart Garments for Physiological and Activity-Related Monitoring of Humans in Harsh Environment
10.5923/j.ajbe.20120204.07 · 2012 · External reference
Internet of Things-Based Firefighters for Disaster Case Management
10.1109/jsen.2020.3013333 · 2021 · External reference
10.3390/s21051561
10.3390/s21051561 · External reference
10.3390/healthcare12040440
10.3390/healthcare12040440 · External reference
10.3390/ijerph18189723
10.3390/ijerph18189723 · External reference
10.3390/s25103066
10.3390/s25103066 · External reference
A Review of Data Fusion Techniques
10.1155/2013/704504 · 2013 · External reference
Data fusion
10.1145/1456650.1456651 · 2009 · External reference
Data fusion in cyber-physical-social systems: State-of-the-art and perspectives
10.1016/j.inffus.2018.11.002 · 2019 · External reference
10.21203/rs.3.rs-2877621/v1
10.21203/rs.3.rs-2877621/v1 · External reference
10.3390/s19173805
10.3390/s19173805 · External reference
10.3389/fphys.2025.1584299
10.3389/fphys.2025.1584299 · External reference
A review of the healthy worker effect in occupational epidemiology
10.1093/occmed/49.4.225 · 1999 · External reference
A Technique to Re-Assess Epidemiologic Evidence in Light of the Healthy Worker Effect: The Case of Firefighting and Heart Disease
10.1097/00043764-200010000-00009 · 2000 · External reference
Mathematical Procedure to Adjust for the Healthy Worker Effect: The Case of Firefighting, Diabetes, and Heart Disease
10.1097/00043764-200112000-00007 · 2001 · External reference
Healthy worker effect phenomenon
10.4103/0019-5278.55123 · 2009 · External reference
Healthy Worker Effect Phenomenon: Revisited with Emphasis on Statistical Methods—A Review
10.4103/ijoem.ijoem_53_16 · 2017 · External reference
10.3390/s20092637
10.3390/s20092637 · External reference
Are Subjective Reports of Exercise Intensity Accurate in Recreational Athletes?
2025 · External reference
Monitoring Training Loads: The Past, the Present, and the Future
10.1123/ijspp.2016-0388 · 2017 · External reference
Re-thinking athlete training loads: Would you rather have one big rock or lots of little rocks dropped on your foot?
10.1080/15438627.2021.1906672 · 2022 · External reference
10.3389/fspor.2021.661200
10.3389/fspor.2021.661200 · External reference
10.3390/jpm14020203
10.3390/jpm14020203 · External reference
Framework for Personalizing Wearable Devices Using Real-Time Physiological Measures
10.1109/access.2023.3299873 · 2023 · External reference
10.1109/percom.2017.7917864
10.1109/percom.2017.7917864 · External reference
Unresolved reference
External reference
Regularization and Variable Selection Via the Elastic Net
10.1111/j.1467-9868.2005.00503.x · 2005 · External reference
Scikit-learn: Machine Learning in Python
2011 · External reference
Random-effects models for longitudinal data
10.2307/2529876 · 1982 · External reference
10.1007/978-1-4419-0318-1
10.1007/978-1-4419-0318-1 · External reference
Unresolved reference
External reference
Best linear unbiased estimation and prediction under a selection model
10.2307/2529430 · 1975 · External reference
10.32614/cran.package.arm
10.32614/cran.package.arm · External reference
10.1007/978-1-4419-0318-1
10.1007/978-1-4419-0318-1 · ExternalCitation · doi-reference
Measuring wildland fire fighter performance with wearable technology
10.1016/j.apergo.2016.08.018 · ExternalCitation · doi-reference
Monitoring core temperature of firefighters to validate a wearable non-invasive core thermometer in different types of protective clothing: Concurrent in-vivo validation
10.1016/j.apergo.2019.103001 · ExternalCitation · doi-reference
Exposure to bushfire smoke during prescribed burns and wildfires: Firefighters’ exposure risks and options
10.1016/j.envint.2010.09.005 · ExternalCitation · doi-reference
Data fusion in cyber-physical-social systems: State-of-the-art and perspectives
10.1016/j.inffus.2018.11.002 · ExternalCitation · doi-reference
Synchronized wearables for the detection of haemodynamic states via electrocardiography and multispectral photoplethysmography
10.1038/s41551-023-01098-y · ExternalCitation · doi-reference
Wearable sensors enable personalized predictions of clinical laboratory measurements
10.1038/s41591-021-01339-0 · ExternalCitation · doi-reference
Re-thinking athlete training loads: Would you rather have one big rock or lots of little rocks dropped on your foot?
10.1080/15438627.2021.1906672 · ExternalCitation · doi-reference
Baseline measurements of smoke exposure among wildland firefighters
10.1080/15459620490490101 · ExternalCitation · doi-reference
Physiological Monitoring in Firefighter Ensembles: Wearable Plethysmographic Sensor Vest versus Standard Equipment
10.1080/15459620903455722 · ExternalCitation · doi-reference
A review of the healthy worker effect in occupational epidemiology
10.1093/occmed/49.4.225 · ExternalCitation · doi-reference
A Technique to Re-Assess Epidemiologic Evidence in Light of the Healthy Worker Effect: The Case of Firefighting and Heart Disease
10.1097/00043764-200010000-00009 · ExternalCitation · doi-reference
Mathematical Procedure to Adjust for the Healthy Worker Effect: The Case of Firefighting, Diabetes, and Heart Disease
10.1097/00043764-200112000-00007 · ExternalCitation · doi-reference
Framework for Personalizing Wearable Devices Using Real-Time Physiological Measures
10.1109/access.2023.3299873 · ExternalCitation · doi-reference
10.1109/iembs.2011.6092063
10.1109/iembs.2011.6092063 · ExternalCitation · doi-reference
A Systematic Review on the Use of Consumer-Based ECG Wearables on Cardiac Health Monitoring
10.1109/jbhi.2024.3456028 · ExternalCitation · doi-reference
Internet of Things-Based Firefighters for Disaster Case Management
10.1109/jsen.2020.3013333 · ExternalCitation · doi-reference
10.1109/percom.2017.7917864
10.1109/percom.2017.7917864 · ExternalCitation · doi-reference
10.1109/rfid-ta.2019.8892269
10.1109/rfid-ta.2019.8892269 · ExternalCitation · doi-reference
Regularization and Variable Selection Via the Elastic Net
10.1111/j.1467-9868.2005.00503.x · ExternalCitation · doi-reference
Physiological responses and parasympathetic reactivation in rescue interventions: The effect of the breathing apparatus
10.1111/sms.13291 · ExternalCitation · doi-reference
Monitoring Training Loads: The Past, the Present, and the Future
10.1123/ijspp.2016-0388 · ExternalCitation · doi-reference
Data fusion
10.1145/1456650.1456651 · ExternalCitation · doi-reference
10.1145/2493432.2493450
10.1145/2493432.2493450 · ExternalCitation · doi-reference
A Review of Data Fusion Techniques
10.1155/2013/704504 · ExternalCitation · doi-reference
Firefighting and the Heart
10.1161/circulationaha.117.027018 · ExternalCitation · doi-reference
Cardiovascular Strain of Firefighting and the Risk of Sudden Cardiac Events
10.1249/jes.0000000000000081 · ExternalCitation · doi-reference
10.21203/rs.3.rs-2877621/v1
10.21203/rs.3.rs-2877621/v1 · ExternalCitation · doi-reference
Wearable Biomonitoring Platform for the Assessment of Stress and its Impact on Cognitive Performance of Firefighters: An Experimental Study
10.2174/1745017901814010250 · ExternalCitation · doi-reference
Best linear unbiased estimation and prediction under a selection model
10.2307/2529430 · ExternalCitation · doi-reference
Random-effects models for longitudinal data
10.2307/2529876 · ExternalCitation · doi-reference
10.32614/cran.package.arm
10.32614/cran.package.arm · ExternalCitation · doi-reference
10.3389/fphys.2025.1584299
10.3389/fphys.2025.1584299 · ExternalCitation · doi-reference
10.3389/fspor.2021.661200
10.3389/fspor.2021.661200 · ExternalCitation · doi-reference
10.3390/healthcare12040440
10.3390/healthcare12040440 · ExternalCitation · doi-reference
10.3390/ijerph18189723
10.3390/ijerph18189723 · ExternalCitation · doi-reference
10.3390/jpm14020203
10.3390/jpm14020203 · ExternalCitation · doi-reference
10.3390/s19020369
10.3390/s19020369 · ExternalCitation · doi-reference
10.3390/s19173805
10.3390/s19173805 · ExternalCitation · doi-reference
10.3390/s20092637
10.3390/s20092637 · ExternalCitation · doi-reference
10.3390/s20102834
10.3390/s20102834 · ExternalCitation · doi-reference
10.3390/s21051561
10.3390/s21051561 · ExternalCitation · doi-reference
10.3390/s24072273
10.3390/s24072273 · ExternalCitation · doi-reference
10.3390/s25103066
10.3390/s25103066 · ExternalCitation · doi-reference
Healthy worker effect phenomenon
10.4103/0019-5278.55123 · ExternalCitation · doi-reference
Healthy Worker Effect Phenomenon: Revisited with Emphasis on Statistical Methods—A Review
10.4103/ijoem.ijoem_53_16 · ExternalCitation · doi-reference
Validation of Smart Garments for Physiological and Activity-Related Monitoring of Humans in Harsh Environment
10.5923/j.ajbe.20120204.07 · ExternalCitation · doi-reference
Heart Rate Responses during Simulated Fire Ground Scenarios among Full-Time Firefighters
10.70252/fqvy7236 · ExternalCitation · doi-reference
