00760nas a2200265 4500008004100000022001400041245009100055210006900146300001400215490000700229653001900236100001800255700001800273700001600291700002000307700001400327700001600341700001600357700001200373700001700385700001700402700001700419700001500436856004300451 2015 eng d a0953-543800aNeuro-fuzzy physiological computing to assess stress levels in virtual reality therapy0 aNeurofuzzy physiological computing to assess stress levels in vi a521–5330 v2710aBioengineering1 aTartarisco, G1 aCarbonaro, N.1 aTonacci, A.1 aBernava, G., M.1 aArnao, A.1 aCrifaci, G.1 aCipresso, P1 aRiva, G1 aGaggioli, A.1 aDe Rossi, D.1 aTognetti, A.1 aPioggia, G uhttp://dx.medra.org/10.1093/iwc/iwv01001840nas a2200277 4500008004100000245009300041210006900134300001400203520097000217100001701187700001601204700001501220700001501235700001801250700001501268700001401283700001301297700001801310700001701328700001701345700001801362700001601380700001401396700001201410856014001422 2014 eng d00aA Decision Support System for Real-Time Stress Detection During Virtual Reality Exposure0 aDecision Support System for RealTime Stress Detection During Vir a114–1203 a
Virtual Reality (VR) is increasingly being used in combination with psycho-physiological measures to improve assessment of distress in mental health research and therapy. However, the analysis and interpretation of multiple physiological measures is time consuming and requires specific skills, which are not available to most clinicians. To address this issue, we designed and developed a Decision Support System (DSS) for automatic classification of stress levels during exposure to VR environments. The DSS integrates different biosensor data (ECG, breathing rate, EEG) and behavioral data (body gestures correlated with stress), following a training process in which self-rated and clinical-rated stress levels are used as ground truth. Detected stress events for each VR session are reported to the therapist as an aggregated value (ranging from 0 to 1) and graphically displayed on a diagram accessible by the therapist through a web-based interface.
1 aGaggioli, A.1 aCipresso, P1 aSerino, S.1 aPioggia, G1 aTartarisco, G1 aBaldus, G.1 aCorda, D.1 aFerro, M1 aCarbonaro, N.1 aTognetti, A.1 aDe Rossi, D.1 aGiakoumis, D.1 aTzovaras, D1 aRiera, A.1 aRiva, G uhttps://www.centropiaggio.unipi.it/publications/decision-support-system-real-time-stress-detection-during-virtual-reality-exposure.html00619nas a2200193 4500008003900000245010800039210006900147260001800216300001600234100001500250700001800265700001500283700001700298700001800315700001300333700001700346700001200363856005000375 2010 d00aInterreality: The use of advanced technologies in the assessment and treatement of psychological stress0 aInterreality The use of advanced technologies in the assessment c29 Nov- 1 Dec a1047–10511 aPioggia, G1 aCarbonaro, N.1 aAnania, G.1 aTognetti, A.1 aTartarisco, G1 aFerro, M1 aDe Rossi, D.1 aRiva, G uhttp://dx.medra.org/10.1109/ISDA.2010.568704700670nas a2200193 4500008004100000245008600041210006900127260000900196300001400205653001900219100001500238700001800253700001600271700001300287700001300300700001700313700001700330856012900347 2010 eng d00aA pervasive activity management and rehabilitation support system for the elderly0 apervasive activity management and rehabilitation support system bIEEE a813–81610aBioengineering1 aPioggia, G1 aTartarisco, G1 aValenza, G.1 aRicci, G1 aVolpi, L1 aSiciliano, G1 aBonfiglio, S uhttps://www.centropiaggio.unipi.it/publications/pervasive-activity-management-and-rehabilitation-support-system-elderly.html00647nas a2200169 4500008004100000022001400041245011900055210006900174300001600243490000700259653001900266100001800285700001500303700001300318700001400331856013200345 2009 eng d a0928-493100aPolyurethane unimorph bender microfabricated with Pressure Assisted Microsyringe (PAM) for biomedical applications0 aPolyurethane unimorph bender microfabricated with Pressure Assis a1835–18410 v2910aBioengineering1 aTartarisco, G1 aGALLONE, G1 aCarpi, F1 aVozzi, G. uhttps://www.centropiaggio.unipi.it/publications/polyurethane-unimorph-bender-microfabricated-pressure-assisted-microsyringe-pam00600nas a2200133 4500008004100000245014500041210006900186653001900255100001800274700001500292700001300307700001400320856013200334 2008 eng d00aComposite polyurethane and carbon black bimorph bender microfabricated with pressure assisted microsyringe (PAM) for biomedical applications0 aComposite polyurethane and carbon black bimorph bender microfabr10aBioengineering1 aTartarisco, G1 aGALLONE, G1 aCarpi, F1 aVozzi, G. uhttps://www.centropiaggio.unipi.it/publications/composite-polyurethane-and-carbon-black-bimorph-bender-microfabricated-pressure