

de Recherche et d’Innovation
en Cybersécurité et Société
Rigas, C.; Lavin, P.; Su, C. -L.; Hassan, M.; Cinalioglu, K.; Vacaflor, B.; Dikaios, E.; Goodman, A.; Ibrahim, M.; Gruber, J.; Se, J.; Sasi, N.; Nazar, R.; Bodenstein, K.; Elbaz, S.; Fajzel, H.; Berkani, S.; Hanganu, C.; Noble, H.; Looper, K.; Bouchard, S.; Seitz, D.; Kumar, S.; Beauchet, O.; Launay, C.; McDonald, E.; Khoury, B.; Ryder, A.; Battistini, B.; Fallavollita, P.; Vahia, I.; Sekhon, H.; Bukhari, S.; Rej, S.
In: BMC Psychiatry, vol. 26, no. 1, 2026, ISSN: 1471244X (ISSN).
Abstract | Links | BibTeX | Tags: 80 and over, adult, aged, Anxiety, article, clinical outcome, clinician, cohort analysis, coronavirus disease 2019, COVID-19, demographics, Depression, female, Generalized Anxiety Disorder-7, Geriatric mental health, health hazard, health program, human, human experiment, Humans, informed consent, male, Mental health, Mental Health Teletherapy, mental stress, older adults, Patient Health Questionnaire 9, Perceived Stress Scale, physiological stress, prediction, Predictors of treatment response, Prospective Studies, prospective study, Psychological, psychology, SARS-CoV-2, secondary analysis, Severe acute respiratory syndrome coronavirus 2, Social isolation, social worker, Stress, telehealth, Telemedicine, teletherapy, Therapy, treatment response, very elderly, Volunteer-based intervention
@article{rigasOptimizingFutureTelehealth2026,
title = {Optimizing future Telehealth mental health programs: a secondary analysis of a prospective cohort study to identify key predictors of intervention response in the Telehealth intervention program for older adults (TIP-OA)},
author = {C. Rigas and P. Lavin and C. -L. Su and M. Hassan and K. Cinalioglu and B. Vacaflor and E. Dikaios and A. Goodman and M. Ibrahim and J. Gruber and J. Se and N. Sasi and R. Nazar and K. Bodenstein and S. Elbaz and H. Fajzel and S. Berkani and C. Hanganu and H. Noble and K. Looper and S. Bouchard and D. Seitz and S. Kumar and O. Beauchet and C. Launay and E. McDonald and B. Khoury and A. Ryder and B. Battistini and P. Fallavollita and I. Vahia and H. Sekhon and S. Bukhari and S. Rej},
url = {https://www.scopus.com/pages/publications/105038539121?origin=resultslist},
doi = {10.1186/s12888-025-07688-1},
issn = {1471244X (ISSN)},
year = {2026},
date = {2026-01-01},
journal = {BMC Psychiatry},
volume = {26},
number = {1},
publisher = {BioMed Central Ltd},
abstract = {Background: The Telehealth Intervention Program for Older Adults (TIP-OA) was a volunteer-based phone support program for to older adults during the COVID-19 pandemic. While volunteer-based phone programs can be effective in providing mental health support, there is limited data on the predictors of response to such interventions. This study aimed to examine clinical and demographic predictors of response to the TIP-OA intervention among older adults. Methods: This secondary analysis of a prospective cohort study included 82 TIP-OA users who expressed interest in the program’s research component, met inclusion criteria, and provided informed consent. Participants completed both baseline and 8-week assessments or had 4-week data carried forward using the last observation carried forward (LOCF) method. The intervention consisted of weekly supportive phone calls over eight weeks. Baseline mental health risk level was assessed by clinicians during intake and categorized as low, medium, or high based on symptom severity within specific symptom categories. Associations between baseline risk level and changes in stress (primary outcome), depression, and anxiety (secondary outcomes) were examined. The primary outcome was measured by the Perceived Stress Scale (PSS; scores ranging from 0 (never) to 4 (very often)). Secondary outcomes were measured by the Patient Health Questionnaire-9 (PHQ-9; scores ranging from 0 (not at all) to 3 (nearly every day)), and the Generalized Anxiety Disorder-7 scale (GAD-7; scores can range from 0 (not at all sure) to 3 (nearly every day)). Results: At 8 -week follow-up assessment, participants with higher baseline risk levels showed greater reductions in stress (mean difference in Perceived Stress Scale reduction by 2.13, (F(1,77) = 2.82},
keywords = {80 and over, adult, aged, Anxiety, article, clinical outcome, clinician, cohort analysis, coronavirus disease 2019, COVID-19, demographics, Depression, female, Generalized Anxiety Disorder-7, Geriatric mental health, health hazard, health program, human, human experiment, Humans, informed consent, male, Mental health, Mental Health Teletherapy, mental stress, older adults, Patient Health Questionnaire 9, Perceived Stress Scale, physiological stress, prediction, Predictors of treatment response, Prospective Studies, prospective study, Psychological, psychology, SARS-CoV-2, secondary analysis, Severe acute respiratory syndrome coronavirus 2, Social isolation, social worker, Stress, telehealth, Telemedicine, teletherapy, Therapy, treatment response, very elderly, Volunteer-based intervention},
pubstate = {published},
tppubtype = {article}
}
Zhu, Y.; Falk, T.
WavRx: A Disease-Agnostic, Generalizable, and Privacy-Preserving Speech Health Diagnostic Model Journal Article
In: IEEE Journal of Biomedical and Health Informatics, vol. 29, no. 9, pp. 6353–6365, 2025, ISSN: 21682194 (ISSN).
Abstract | Links | BibTeX | Tags: Agnostic, area under the curve, article, artificial neural network, asthma, autoencoder, Benchmarking, breathing, chronic obstructive lung disease, Computer-Assisted, controlled study, convolutional neural network, coronavirus disease 2019, Cross-domain, Databases, Diagnosis, Diagnostic, Diagnostic model, diagnostic test accuracy study, diagnostics, Differential privacy, Dynamics, dysarthria, Electronic health record, embedding, Embeddings, Factual, factual database, Generalizability, Health embedding, Health embeddings, Health monitoring, human, Humans, Machine learning, malignant neoplasm, model, Pathological speech, pathophysiology, physiology, pneumonia, Privacy, Privacy preserving, privacy preserving speech health diagnostic model, privacy-preserving, Privacy-preserving techniques, receiver operating characteristic, short time Fourier transform, Signal processing, speech, speech articulation, speech disorder, Speech Disorders, State of the art, temporal representation encoder, training, waveform
@article{zhuWavRxDiseaseAgnosticGeneralizable2025,
title = {WavRx: A Disease-Agnostic, Generalizable, and Privacy-Preserving Speech Health Diagnostic Model},
author = {Y. Zhu and T. Falk},
url = {https://www.scopus.com/pages/publications/85203439930?origin=resultslist},
doi = {10.1109/JBHI.2024.3454550},
issn = {21682194 (ISSN)},
year = {2025},
date = {2025-01-01},
journal = {IEEE Journal of Biomedical and Health Informatics},
volume = {29},
number = {9},
pages = {6353–6365},
publisher = {Institute of Electrical and Electronics Engineers Inc.},
abstract = {Speech is known to carry health-related attributes, which has emerged as a novel venue for remote and long-term health monitoring. However, existing models are usually tailored for a specific type of disease, and have been shown to lack generalizability across datasets. Furthermore, concerns have been raised recently towards the leakage of speaker identity from health embeddings. To mitigate these limitations, we propose WavRx, a speech health diagnostics model that captures the respiration and articulation related dynamics from a universal speech representation. Our in-domain and cross-domain experiments on six pathological speech datasets demonstrate WavRx as a new state-of-the-art health diagnostic model. Furthermore, we show that the amount of speaker identity entailed in the WavRx health embeddings is significantly reduced without extra guidance during training. An in-depth analysis of the model was performed, thus providing physiological interpretation of its improved generalizability and privacy-preserving ability. © 2013 IEEE.},
keywords = {Agnostic, area under the curve, article, artificial neural network, asthma, autoencoder, Benchmarking, breathing, chronic obstructive lung disease, Computer-Assisted, controlled study, convolutional neural network, coronavirus disease 2019, Cross-domain, Databases, Diagnosis, Diagnostic, Diagnostic model, diagnostic test accuracy study, diagnostics, Differential privacy, Dynamics, dysarthria, Electronic health record, embedding, Embeddings, Factual, factual database, Generalizability, Health embedding, Health embeddings, Health monitoring, human, Humans, Machine learning, malignant neoplasm, model, Pathological speech, pathophysiology, physiology, pneumonia, Privacy, Privacy preserving, privacy preserving speech health diagnostic model, privacy-preserving, Privacy-preserving techniques, receiver operating characteristic, short time Fourier transform, Signal processing, speech, speech articulation, speech disorder, Speech Disorders, State of the art, temporal representation encoder, training, waveform},
pubstate = {published},
tppubtype = {article}
}
Cipolletta, S.; Tomaino, S.; Bouchard, S.; Berthiaume, M.; Manzoni, G.
In: Clinical Psychology and Psychotherapy, vol. 31, no. 3, 2024, ISSN: 10633995 (ISSN), (Publisher: John Wiley and Sons Ltd).
Abstract | Links | BibTeX | Tags: adult, coronavirus disease 2019, COVID-19, female, human, Humans, Italy, male, Middle Aged, online psychological interventions, pandemic, Pandemics, procedures, psychology, Psychometrics, psychometry, psychotherapist, Psychotherapists, psychotherapy, questionnaire, reproducibility, Reproducibility of Results, SARS-CoV-2, Severe acute respiratory syndrome coronavirus 2, Surveys and Questionnaires, Telemedicine, telepresence, Validation, videoconference, videoconferencing
@article{cipolletta_validation_2024,
title = {Validation of the Italian Version of the Telepresence in Videoconference Scale (TVS) in a Sample of Psychologists and Psychotherapists During the COVID-19 Pandemic},
author = {S. Cipolletta and S. Tomaino and S. Bouchard and M. Berthiaume and G. Manzoni},
url = {https://www.scopus.com/inward/record.uri?eid=2-s2.0-85195533802&doi=10.1002%2fcpp.3015&partnerID=40&md5=255de2597dc6747136150f331ae970ab},
doi = {10.1002/cpp.3015},
issn = {10633995 (ISSN)},
year = {2024},
date = {2024-01-01},
journal = {Clinical Psychology and Psychotherapy},
volume = {31},
number = {3},
publisher = {John Wiley and Sons Ltd},
abstract = {Objective: Telepresence may play a fundamental role in establishing authentic interactions and relationships in online psychological interventions and can be measured by the Telepresence in Videoconference Scale (TVS), which was validated only with patients to date. This post hoc study aimed to validate the Italian version of the TVS with mental health professionals. Method: The Italian TVS was included in an online survey, whose primary aim was to assess the experiences of Italian psychologists and psychotherapists with online interventions during the first wave of the COVID-19 pandemic and was filled in by 296 participants (83.4% females, mean age = 42 years old). Results: Exploratory factor analysis supported the original factor structure only partially because the scale ‘Absorption’ (i.e., the feeling of losing track of time), as it was formulated, did not measure telepresence. Correlations were also explored between the TVS scales and some survey items pertaining to intimacy and emotional closeness to patients, comfort and positive as well as negative experiences with online interventions. Conclusion: The TVS may be a useful tool to measure physical and social telepresence in online interventions, both in patients and in professionals. © 2024 John Wiley & Sons Ltd.},
note = {Publisher: John Wiley and Sons Ltd},
keywords = {adult, coronavirus disease 2019, COVID-19, female, human, Humans, Italy, male, Middle Aged, online psychological interventions, pandemic, Pandemics, procedures, psychology, Psychometrics, psychometry, psychotherapist, Psychotherapists, psychotherapy, questionnaire, reproducibility, Reproducibility of Results, SARS-CoV-2, Severe acute respiratory syndrome coronavirus 2, Surveys and Questionnaires, Telemedicine, telepresence, Validation, videoconference, videoconferencing},
pubstate = {published},
tppubtype = {article}
}
Cipolletta, S.; Tomaino, S.; Bouchard, S.; Berthiaume, M.; Manzoni, G.
In: Clinical Psychology and Psychotherapy, vol. 31, no. 3, 2024, ISSN: 10633995 (ISSN).
Abstract | Links | BibTeX | Tags: adult, coronavirus disease 2019, COVID-19, female, human, Humans, Italy, male, Middle Aged, online psychological interventions, pandemic, Pandemics, procedures, psychology, Psychometrics, psychometry, psychotherapist, Psychotherapists, psychotherapy, questionnaire, reproducibility, Reproducibility of Results, SARS-CoV-2, Severe acute respiratory syndrome coronavirus 2, Surveys and Questionnaires, Telemedicine, telepresence, Validation, videoconference, videoconferencing
@article{cipolletta_validation_2024-1,
title = {Validation of the Italian Version of the Telepresence in Videoconference Scale (TVS) in a Sample of Psychologists and Psychotherapists During the COVID-19 Pandemic},
author = {S. Cipolletta and S. Tomaino and S. Bouchard and M. Berthiaume and G. Manzoni},
url = {https://www.scopus.com/inward/record.uri?eid=2-s2.0-85195533802&doi=10.1002%2fcpp.3015&partnerID=40&md5=255de2597dc6747136150f331ae970ab},
doi = {10.1002/cpp.3015},
issn = {10633995 (ISSN)},
year = {2024},
date = {2024-01-01},
journal = {Clinical Psychology and Psychotherapy},
volume = {31},
number = {3},
publisher = {John Wiley and Sons Ltd},
abstract = {Objective: Telepresence may play a fundamental role in establishing authentic interactions and relationships in online psychological interventions and can be measured by the Telepresence in Videoconference Scale (TVS), which was validated only with patients to date. This post hoc study aimed to validate the Italian version of the TVS with mental health professionals. Method: The Italian TVS was included in an online survey, whose primary aim was to assess the experiences of Italian psychologists and psychotherapists with online interventions during the first wave of the COVID-19 pandemic and was filled in by 296 participants (83.4% females, mean age = 42 years old). Results: Exploratory factor analysis supported the original factor structure only partially because the scale ‘Absorption’ (i.e., the feeling of losing track of time), as it was formulated, did not measure telepresence. Correlations were also explored between the TVS scales and some survey items pertaining to intimacy and emotional closeness to patients, comfort and positive as well as negative experiences with online interventions. Conclusion: The TVS may be a useful tool to measure physical and social telepresence in online interventions, both in patients and in professionals. © 2024 John Wiley & Sons Ltd.},
keywords = {adult, coronavirus disease 2019, COVID-19, female, human, Humans, Italy, male, Middle Aged, online psychological interventions, pandemic, Pandemics, procedures, psychology, Psychometrics, psychometry, psychotherapist, Psychotherapists, psychotherapy, questionnaire, reproducibility, Reproducibility of Results, SARS-CoV-2, Severe acute respiratory syndrome coronavirus 2, Surveys and Questionnaires, Telemedicine, telepresence, Validation, videoconference, videoconferencing},
pubstate = {published},
tppubtype = {article}
}
Cipolletta, S.; Tomaino, S.; Bouchard, S.; Berthiaume, M.; Manzoni, G.
In: Clinical Psychology and Psychotherapy, vol. 31, no. 3, 2024, ISSN: 10633995 (ISSN).
Abstract | Links | BibTeX | Tags: adult, coronavirus disease 2019, COVID-19, female, human, Humans, Italy, male, Middle Aged, online psychological interventions, pandemic, Pandemics, procedures, psychology, Psychometrics, psychometry, psychotherapist, Psychotherapists, psychotherapy, questionnaire, reproducibility, Reproducibility of Results, SARS-CoV-2, Severe acute respiratory syndrome coronavirus 2, Surveys and Questionnaires, Telemedicine, telepresence, Validation, videoconference, videoconferencing
@article{cipollettaValidationItalianVersion2024a,
title = {Validation of the Italian Version of the Telepresence in Videoconference Scale (TVS) in a Sample of Psychologists and Psychotherapists During the COVID-19 Pandemic},
author = {S. Cipolletta and S. Tomaino and S. Bouchard and M. Berthiaume and G. Manzoni},
url = {https://www.scopus.com/inward/record.uri?eid=2-s2.0-85195533802&doi=10.1002%2fcpp.3015&partnerID=40&md5=255de2597dc6747136150f331ae970ab},
doi = {10.1002/cpp.3015},
issn = {10633995 (ISSN)},
year = {2024},
date = {2024-01-01},
journal = {Clinical Psychology and Psychotherapy},
volume = {31},
number = {3},
publisher = {John Wiley and Sons Ltd},
abstract = {Objective: Telepresence may play a fundamental role in establishing authentic interactions and relationships in online psychological interventions and can be measured by the Telepresence in Videoconference Scale (TVS), which was validated only with patients to date. This post hoc study aimed to validate the Italian version of the TVS with mental health professionals. Method: The Italian TVS was included in an online survey, whose primary aim was to assess the experiences of Italian psychologists and psychotherapists with online interventions during the first wave of the COVID-19 pandemic and was filled in by 296 participants (83.4% females, mean age = 42 years old). Results: Exploratory factor analysis supported the original factor structure only partially because the scale ‘Absorption’ (i.e., the feeling of losing track of time), as it was formulated, did not measure telepresence. Correlations were also explored between the TVS scales and some survey items pertaining to intimacy and emotional closeness to patients, comfort and positive as well as negative experiences with online interventions. Conclusion: The TVS may be a useful tool to measure physical and social telepresence in online interventions, both in patients and in professionals. © 2024 John Wiley & Sons Ltd.},
keywords = {adult, coronavirus disease 2019, COVID-19, female, human, Humans, Italy, male, Middle Aged, online psychological interventions, pandemic, Pandemics, procedures, psychology, Psychometrics, psychometry, psychotherapist, Psychotherapists, psychotherapy, questionnaire, reproducibility, Reproducibility of Results, SARS-CoV-2, Severe acute respiratory syndrome coronavirus 2, Surveys and Questionnaires, Telemedicine, telepresence, Validation, videoconference, videoconferencing},
pubstate = {published},
tppubtype = {article}
}
Cipolletta, S.; Tomaino, S.; Bouchard, S.; Berthiaume, M.; Manzoni, G.
In: Clinical Psychology and Psychotherapy, vol. 31, no. 3, 2024, ISSN: 10633995 (ISSN).
Abstract | Links | BibTeX | Tags: adult, coronavirus disease 2019, COVID-19, female, human, Humans, Italy, male, Middle Aged, online psychological interventions, pandemic, Pandemics, procedures, psychology, Psychometrics, psychometry, psychotherapist, Psychotherapists, psychotherapy, questionnaire, reproducibility, Reproducibility of Results, SARS-CoV-2, Severe acute respiratory syndrome coronavirus 2, Surveys and Questionnaires, Telemedicine, telepresence, Validation, videoconference, videoconferencing
@article{cipollettaValidationItalianVersion2024,
title = {Validation of the Italian Version of the Telepresence in Videoconference Scale (TVS) in a Sample of Psychologists and Psychotherapists During the COVID-19 Pandemic},
author = {S. Cipolletta and S. Tomaino and S. Bouchard and M. Berthiaume and G. Manzoni},
url = {https://www.scopus.com/inward/record.uri?eid=2-s2.0-85195533802&doi=10.1002%2fcpp.3015&partnerID=40&md5=255de2597dc6747136150f331ae970ab},
doi = {10.1002/cpp.3015},
issn = {10633995 (ISSN)},
year = {2024},
date = {2024-01-01},
journal = {Clinical Psychology and Psychotherapy},
volume = {31},
number = {3},
publisher = {John Wiley and Sons Ltd},
abstract = {Objective: Telepresence may play a fundamental role in establishing authentic interactions and relationships in online psychological interventions and can be measured by the Telepresence in Videoconference Scale (TVS), which was validated only with patients to date. This post hoc study aimed to validate the Italian version of the TVS with mental health professionals. Method: The Italian TVS was included in an online survey, whose primary aim was to assess the experiences of Italian psychologists and psychotherapists with online interventions during the first wave of the COVID-19 pandemic and was filled in by 296 participants (83.4% females, mean age = 42 years old). Results: Exploratory factor analysis supported the original factor structure only partially because the scale ‘Absorption’ (i.e., the feeling of losing track of time), as it was formulated, did not measure telepresence. Correlations were also explored between the TVS scales and some survey items pertaining to intimacy and emotional closeness to patients, comfort and positive as well as negative experiences with online interventions. Conclusion: The TVS may be a useful tool to measure physical and social telepresence in online interventions, both in patients and in professionals. © 2024 John Wiley & Sons Ltd.},
keywords = {adult, coronavirus disease 2019, COVID-19, female, human, Humans, Italy, male, Middle Aged, online psychological interventions, pandemic, Pandemics, procedures, psychology, Psychometrics, psychometry, psychotherapist, Psychotherapists, psychotherapy, questionnaire, reproducibility, Reproducibility of Results, SARS-CoV-2, Severe acute respiratory syndrome coronavirus 2, Surveys and Questionnaires, Telemedicine, telepresence, Validation, videoconference, videoconferencing},
pubstate = {published},
tppubtype = {article}
}
Corno, G.; Villani, D.; Montigny, F.; Pierce, T.; Bouchard, S.; Molgora, S.
The role of perceived social support on pregnant women’s mental health during the COVID-19 pandemic Journal Article
In: Journal of Reproductive and Infant Psychology, vol. 41, no. 5, pp. 488–502, 2023, ISSN: 02646838, (Publisher: Routledge).
Abstract | Links | BibTeX | Tags: adult, Anxiety, article, Canada, coronavirus disease 2019, COVID-19, cross-sectional study, Depression, Edinburgh Postnatal Depression Scale, educational status, female, human, Humans, major clinical study, Mental health, mental stress, Multidimensional Scale of Perceived Social Support, pandemic, Pandemics, postnatal depression, Pregnancy, pregnant woman, Pregnant Women, psychology, questionnaire, Satisfaction with Life Scale, Social Support, State Trait Anxiety Inventory
@article{corno_role_2023,
title = {The role of perceived social support on pregnant women’s mental health during the COVID-19 pandemic},
author = {G. Corno and D. Villani and F. Montigny and T. Pierce and S. Bouchard and S. Molgora},
url = {https://www.scopus.com/inward/record.uri?eid=2-s2.0-85128462603&doi=10.1080%2f02646838.2022.2042799&partnerID=40&md5=aa1b1a6cbd1fab3d6302a31612c86068},
doi = {10.1080/02646838.2022.2042799},
issn = {02646838},
year = {2023},
date = {2023-01-01},
journal = {Journal of Reproductive and Infant Psychology},
volume = {41},
number = {5},
pages = {488–502},
publisher = {Routledge},
abstract = {Purpose: The present study aimed at investigating which sources of social support best account for pregnant women’s levels of psychological distress and mental well-being during the COVID-19 pandemic. Methods: 274 Italian and Canadian expectant mothers completed an online-based survey including measures of perceived social support (from family, significant other and friends), state anxiety, depressive symptoms, and satisfaction with life. Correlation analyses and amultivariate analysis of covariance were performed to explore how social support from different sources was related to depressive symptoms, state anxiety and satisfaction with life. Results: Different sources of social support contributed to explaining women’s psychological distress and mental well-being. Social support both from family and friends was significantly related to women’s state anxiety and depressive symptoms. Social support from friends was specifically related to women’s satisfaction with life. Conclusion: Our findings endorse the crucial role of perceived social support as a protective factor for pregnant women’s mental health. In the context of the COVID-19 pandemic, our results suggest that support from family seems important in preventing psychological distress, whereas support from friends is also associated with mental well-being. These results may help designing future interventions aimed at improving women’s perinatal mental health in life-threatening conditions. ©, Society for Reproductive and Infant Psychology.},
note = {Publisher: Routledge},
keywords = {adult, Anxiety, article, Canada, coronavirus disease 2019, COVID-19, cross-sectional study, Depression, Edinburgh Postnatal Depression Scale, educational status, female, human, Humans, major clinical study, Mental health, mental stress, Multidimensional Scale of Perceived Social Support, pandemic, Pandemics, postnatal depression, Pregnancy, pregnant woman, Pregnant Women, psychology, questionnaire, Satisfaction with Life Scale, Social Support, State Trait Anxiety Inventory},
pubstate = {published},
tppubtype = {article}
}
Monthuy-Blanc, J.; Faghihi, U.; Fardshad, M. N. G.; Corno, G.; Iceta, S.; St-Pierre, M. -J.; Bouchard, S.
When Eating Intuitively Is Not Always a Positive Response: Using Machine Learning to Better Unravel Eaters Profiles Journal Article
In: Journal of Clinical Medicine, vol. 12, no. 16, 2023, ISSN: 20770383, (Publisher: Multidisciplinary Digital Publishing Institute (MDPI)).
Abstract | Links | BibTeX | Tags: adult, aged, article, body dissatisfaction, bulimia, causal reasoning, Cluster Analysis, controlled study, coronavirus disease 2019, feeding behavior, female, health survey, human, intuitive eating, Machine learning, major clinical study, male, online analysis, pandemic, self report
@article{monthuy-blanc_when_2023,
title = {When Eating Intuitively Is Not Always a Positive Response: Using Machine Learning to Better Unravel Eaters Profiles},
author = {J. Monthuy-Blanc and U. Faghihi and M. N. G. Fardshad and G. Corno and S. Iceta and M. -J. St-Pierre and S. Bouchard},
url = {https://www.scopus.com/inward/record.uri?eid=2-s2.0-85169079324&doi=10.3390%2fjcm12165172&partnerID=40&md5=2241ae85a40c73e19f30c5c3d10b514a},
doi = {10.3390/jcm12165172},
issn = {20770383},
year = {2023},
date = {2023-01-01},
journal = {Journal of Clinical Medicine},
volume = {12},
number = {16},
publisher = {Multidisciplinary Digital Publishing Institute (MDPI)},
abstract = {Background: The aim of the present study was to identify eaters profiles using the latest advantages of Machine Learning approach to cluster analysis. Methods: A total of 317 participants completed an online-based survey including self-reported measures of body image dissatisfaction, bulimia, restraint, and intuitive eating. Analyses were conducted in two steps: (a) identifying an optimal number of clusters, and (b) validating the clustering model of eaters profile using a procedure inspired by the Causal Reasoning approach. Results: This study reveals a 7-cluster model of eaters profiles. The characteristics, needs, and strengths of each eater profile are discussed along with the presentation of a continuum of eaters profiles. Conclusions: This conceptualization of eaters profiles could guide the direction of health education and treatment interventions targeting perceptual and eating dimensions. © 2023 by the authors.},
note = {Publisher: Multidisciplinary Digital Publishing Institute (MDPI)},
keywords = {adult, aged, article, body dissatisfaction, bulimia, causal reasoning, Cluster Analysis, controlled study, coronavirus disease 2019, feeding behavior, female, health survey, human, intuitive eating, Machine learning, major clinical study, male, online analysis, pandemic, self report},
pubstate = {published},
tppubtype = {article}
}
Sekhon, H.; Lavin, P.; Vacaflor, B.; Rigas, C.; Cinalioglu, K.; Su, C. -L.; Bodenstein, K.; Dikaios, E.; Goodman, A.; Raymond, F. C.; Ibrahim, M.; Bein, M.; Gruber, J.; Se, J.; Sasi, N.; Walsh, C.; Nazar, R.; Hanganu, C.; Berkani, S.; Royal, I.; Schiavetto, A.; Looper, K.; Launay, C.; McDonald, E. G.; Seitz, D.; Kumar, S.; Beauchet, O.; Khoury, B.; Bouchard, S.; Battistini, B.; Fallavollita, P.; Miresco, M.; Bruneau, M. -A.; Vahia, I.; Bukhari, S.; Rej, S.
Isolating together during COVID-19: Results from the Telehealth Intervention Program for older adults Journal Article
In: Frontiers in Medicine, vol. 9, 2022, ISSN: 2296858X, (Publisher: Frontiers Media S.A.).
Abstract | Links | BibTeX | Tags: aged, Anxiety, article, cohort analysis, controlled study, coronavirus disease 2019, demographics, Depression, Fear, female, human, longitudinal study, major clinical study, male, Patient Health Questionnaire 9, physiological stress, prospective study, Quebec, telehealth
@article{sekhon_isolating_2022,
title = {Isolating together during COVID-19: Results from the Telehealth Intervention Program for older adults},
author = {H. Sekhon and P. Lavin and B. Vacaflor and C. Rigas and K. Cinalioglu and C. -L. Su and K. Bodenstein and E. Dikaios and A. Goodman and F. C. Raymond and M. Ibrahim and M. Bein and J. Gruber and J. Se and N. Sasi and C. Walsh and R. Nazar and C. Hanganu and S. Berkani and I. Royal and A. Schiavetto and K. Looper and C. Launay and E. G. McDonald and D. Seitz and S. Kumar and O. Beauchet and B. Khoury and S. Bouchard and B. Battistini and P. Fallavollita and M. Miresco and M. -A. Bruneau and I. Vahia and S. Bukhari and S. Rej},
url = {https://www.scopus.com/inward/record.uri?eid=2-s2.0-85140408885&doi=10.3389%2ffmed.2022.948506&partnerID=40&md5=914f535ebf7ead4bbacb04ee66f75e17},
doi = {10.3389/fmed.2022.948506},
issn = {2296858X},
year = {2022},
date = {2022-01-01},
journal = {Frontiers in Medicine},
volume = {9},
publisher = {Frontiers Media S.A.},
abstract = {Background: A pressing challenge during the COVID-19 pandemic and beyond is to provide accessible and scalable mental health support to isolated older adults in the community. The Telehealth Intervention Program for Older Adults (TIP-OA) is a large-scale, volunteer-based, friendly telephone support program designed to address this unmet need. Methods: A prospective cohort study of 112 TIP-OA participants aged ≥60 years old was conducted in Quebec, Canada (October 2020–June 2021). The intervention consisted of weekly friendly phone calls from trained volunteers. The primary outcome measures included changes in scores of stress, depression, anxiety, and fear surrounding COVID-19, assessed at baseline, 4 and 8-weeks. Additional subgroup analyses were performed with participants with higher baseline scores. Results: The subgroup of participants with higher baseline depression scores (PHQ9 ≥10) had significant improvements in depression scores over the 8-week period measured [mean change score = −2.27 (±4.76), 95%CI (−3.719, −0.827)},
note = {Publisher: Frontiers Media S.A.},
keywords = {aged, Anxiety, article, cohort analysis, controlled study, coronavirus disease 2019, demographics, Depression, Fear, female, human, longitudinal study, major clinical study, male, Patient Health Questionnaire 9, physiological stress, prospective study, Quebec, telehealth},
pubstate = {published},
tppubtype = {article}
}
Guérette, J.; Blais, C.; Fiset, D.
The absence of fans removes the home advantage associated with penalties called by National Hockey League referees Journal Article
In: PLoS ONE, vol. 16, no. 8 August, 2021, ISSN: 19326203, (Publisher: Public Library of Science).
Abstract | Links | BibTeX | Tags: article, behavior, Canada, Competitive Behavior, controlled study, coronavirus disease 2019, COVID-19, decision making, Hockey, home, human, Humans, ice hockey, pandemic, psychology, punishment, season, seasonal variation, stimulus, United States
@article{guerette_absence_2021,
title = {The absence of fans removes the home advantage associated with penalties called by National Hockey League referees},
author = {J. Guérette and C. Blais and D. Fiset},
url = {https://www.scopus.com/inward/record.uri?eid=2-s2.0-85113632083&doi=10.1371%2fjournal.pone.0256568&partnerID=40&md5=c868dbaf19331d9d7b7aafbaf23139b4},
doi = {10.1371/journal.pone.0256568},
issn = {19326203},
year = {2021},
date = {2021-01-01},
journal = {PLoS ONE},
volume = {16},
number = {8 August},
publisher = {Public Library of Science},
abstract = {The COVID-19 pandemic has had a major impact on professional sports, notably, forcing the National Hockey League to hold its 2020 playoffs in empty arenas. This provided an unprecedented opportunity to study how crowds may influence penalties awarded by referees in an ecological context. Using data from playoff games played during the COVID-19 pandemic and the previous 5 years (n = 547), we estimate the number of penalties called by referees depending on whether or not spectators were present. The results show an interaction between a team's status (home; away) and the presence or absence of crowds. Posthoc analyses reveal that referees awarded significantly more penalties to the away team compared to the home team when there is a crowd present. However, when there are no spectators, the number of penalties awarded to the away and home teams are not significantly different. In order to generalize these results, we took advantage of the extension of the pandemic and the unusual game setting it provided to observe the behavior of referees during the 2020-2021 regular season. Again, using data from the National Hockey League (n = 1639), but also expanding our sample to include Canadian Hockey League games (n = 1709), we also find that the advantage given to the home team by referees when in front of a crowd fades in the absence of spectators. These findings provide new evidence suggesting that social pressure does have an impact on referees' decision-making, thus contributing to explain the phenomenon of home advantage in professional ice hockey. © 2021 Guérette et al. This is an open access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.},
note = {Publisher: Public Library of Science},
keywords = {article, behavior, Canada, Competitive Behavior, controlled study, coronavirus disease 2019, COVID-19, decision making, Hockey, home, human, Humans, ice hockey, pandemic, psychology, punishment, season, seasonal variation, stimulus, United States},
pubstate = {published},
tppubtype = {article}
}



