By Dr Juan Quiroz Aguilera

Book Chapters

Banerjee A; Quiroz JC; Louis SJ, 2013, 'A computational model of collaborative creativity: A meta-design approach', in Multidisciplinary Studies in Knowledge and Systems Science, pp. 132 - 152, http://dx.doi.org/10.4018/978-1-4666-3998-0.ch010

Banerjee A; Quiroz JC; Louis SJ, 2013, 'A Computational Model of Collaborative Creativity', in Multidisciplinary Studies in Knowledge and Systems Science, IGI Global, pp. 132 - 152, http://dx.doi.org/10.4018/978-1-4666-3998-0.ch010

Journal articles

Chen T; Loo C; Salvador-Carulla L; Jorm LR; Srasuebkul P; Sara G; Quiroz JC; Gallego B, 2024, 'Factors associated with electroconvulsive therapy treatment for adults with serious psychiatric conditions in Australia', Australian and New Zealand Journal of Psychiatry, 58, pp. 809 - 820, http://dx.doi.org/10.1177/00048674241266067

Quiroz JC; Brieger D; Jorm LR; Sy RW; Hsu B; Gallego B, 2024, 'Predicting Adverse Outcomes Following Catheter Ablation Treatment for Atrial Flutter/Fibrillation', Heart Lung and Circulation, 33, pp. 470 - 478, http://dx.doi.org/10.1016/j.hlc.2023.12.016

Zeng A; Tang Q; O'Hagan E; McCaffery K; Ijaz K; Quiroz JC; Kocaballi AB; Rezazadegan D; Trivedi R; Siette J; Shaw T; Makeham M; Thiagalingam A; Chow CK; Laranjo L, 2024, 'Use of digital patient decision-support tools for atrial fibrillation treatments: a systematic review and meta-analysis', BMJ Evidence-Based Medicine, http://dx.doi.org/10.1136/bmjebm-2023-112820

Mahmood A; Simon J; Cooper J; Murphy T; McCracken C; Quiroz J; Laranjo L; Aung N; Lee AM; Khanji MY; Neubauer S; Raisi-Estabragh Z; Maurovich-Horvat P; Petersen SE, 2023, 'Neuroticism personality traits are linked to adverse cardiovascular phenotypes in the UK Biobank', European Heart Journal Cardiovascular Imaging, 24, pp. 1460 - 1467, http://dx.doi.org/10.1093/ehjci/jead166

Liu W; Laranjo L; Klimis H; Chiang J; Yue J; Marschner S; Quiroz JC; Jorm L; Chow CK, 2023, 'Machine-learning versus traditional approaches for atherosclerotic cardiovascular risk prognostication in primary prevention cohorts: a systematic review and meta-analysis', European Heart Journal - Quality of Care and Clinical Outcomes, 9, pp. 310 - 322, http://dx.doi.org/10.1093/ehjqcco/qcad017

Hwang H; Quiroz JC; Gallego B, 2022, 'Assessing the effectiveness of empirical calibration under different bias scenarios', BMC Medical Research Methodology, 22, http://dx.doi.org/10.1186/s12874-022-01687-6

Kusuma K; Larsen M; Quiroz JC; Gillies M; Burnett A; Qian J; Torok M, 2022, 'The performance of machine learning models in predicting suicidal ideation, attempts, and deaths: A meta-analysis and systematic review', Journal of Psychiatric Research, 155, pp. 579 - 588, http://dx.doi.org/10.1016/j.jpsychires.2022.09.050

Quiroz JC; Brieger D; Jorm LR; Sy RW; Falster MO; Gallego B, 2022, 'An Observational Study of Clinical and Health System Factors Associated With Catheter Ablation and Early Ablation Treatment for Atrial Fibrillation in Australia', Heart Lung and Circulation, 31, pp. 1269 - 1276, http://dx.doi.org/10.1016/j.hlc.2022.04.049

Quiroz JC; Chard T; Sa Z; Ritchie A; Jorm L; Gallego B, 2022, 'Extract, transform, load framework for the conversion of health databases to OMOP', PLoS ONE, 17, http://dx.doi.org/10.1371/journal.pone.0266911

Rezazadegan D; Berkovsky S; Quiroz JC; Kocaballi AB; Wang Y; Laranjo L; Coiera E, 2022, 'Symbolic and Statistical Learning Approaches to Speech Summarization: A Scoping Review', Computer Speech and Language, 72, http://dx.doi.org/10.1016/j.csl.2021.101305

Tong HL; Quiroz JC; Kocaballi AB; Ijaz K; Coiera E; Chow CK; Laranjo L, 2022, 'A personalized mobile app for physical activity: An experimental mixed-methods study', Digital Health, 8, http://dx.doi.org/10.1177/20552076221115017

Feng YZ; Liu S; Cheng ZY; Quiroz JC; Rezazadegan D; Chen PK; Lin QT; Qian L; Liu XF; Berkovsky S; Coiera E; Song L; Qiu XM; Cai XR, 2021, 'Severity assessment and progression prediction of COVID-19 patients based on the lesionencoder framework and chest CT', Information (Switzerland), 12, http://dx.doi.org/10.3390/info12110471

Tong HL; Quiroz JC; Kocaballi AB; Fat SCM; Dao KP; Gehringer H; Chow CK; Laranjo L, 2021, 'Personalized mobile technologies for lifestyle behavior change: A systematic review, meta-analysis, and meta-regression', Preventive Medicine, 148, http://dx.doi.org/10.1016/j.ypmed.2021.106532

Laranjo L; DIng D; Heleno B; Kocaballi B; Quiroz JC; Tong HL; Chahwan B; Neves AL; Gabarron E; Dao KP; Rodrigues D; Neves GC; Antunes ML; Coiera E; Bates DW, 2021, 'Do smartphone applications and activity trackers increase physical activity in adults? Systematic review, meta-analysis and metaregression', British Journal of Sports Medicine, 55, pp. 422 - 432, http://dx.doi.org/10.1136/bjsports-2020-102892

Quiroz JC; Feng YZ; Cheng ZY; Rezazadegan D; Chen PK; Lin QT; Qian L; Liu XF; Berkovsky S; Coiera E; Song L; Qiu X; Liu S; Cai XR, 2021, 'Development and validation of a machine learning approach for automated severity assessment of COVID-19 based on clinical and imaging data: Retrospective study', JMIR Medical Informatics, 9, http://dx.doi.org/10.2196/24572

Quiroz JC; Laranjo L; Tufanaru C; Kocaballi AB; Rezazadegan D; Berkovsky S; Coiera E, 2021, 'Empirical analysis of Zipf's law, power law, and lognormal distributions in medical discharge reports', International Journal of Medical Informatics, 145, http://dx.doi.org/10.1016/j.ijmedinf.2020.104324

Quiroz JC; Brieger D; Jorm L; Sy RW; Falster MO; Gallego B, 2021, 'An observational study of clinical and health system factors associated with catheter ablation and early ablation treatment for atrial fibrillation in Australia', , pp. 2021.09.03.21263104, http://dx.doi.org/10.1101/2021.09.03.21263104

Laranjo L; Quiroz JC; Tong HL; Bazalar MA; Coiera E, 2020, 'A mobile social networking app for weight management and physical activity promotion: Results from an experimental mixed methods study', Journal of Medical Internet Research, 22, http://dx.doi.org/10.2196/19991

Quiroz JC; Laranjo L; Kocaballi AB; Briatore A; Berkovsky S; Rezazadegan D; Coiera E, 2020, 'Identifying relevant information in medical conversations to summarize a clinician-patient encounter', Health Informatics Journal, 26, pp. 2906 - 2914, http://dx.doi.org/10.1177/1460458220951719

Baki Kocaballi A; Ijaz K; Laranjo L; Quiroz JC; Rezazadegan D; Tong HL; Willcock S; Berkovsky S; Coiera E, 2020, 'Envisioning an artificial intelligence documentation assistant for future primary care consultations: A co-design study with general practitioners', Journal of the American Medical Informatics Association, 27, pp. 1695 - 1704, http://dx.doi.org/10.1093/jamia/ocaa131

Quiroz JC; Bongolan T; Ijaz K, 2020, 'Alexa depression and anxiety self-tests: A preliminary analysis of user experience and trust', UbiComp/ISWC 2020 Adjunct - Proceedings of the 2020 ACM International Joint Conference on Pervasive and Ubiquitous Computing and Proceedings of the 2020 ACM International Symposium on Wearable Computers, pp. 494 - 496, http://dx.doi.org/10.1145/3410530.3414374

Kocaballi AB; Quiroz JC; Rezazadegan D; Berkovsky S; Magrabi F; Coiera E; Laranjo L, 2020, 'Responses of conversational agents to health and lifestyle prompts: Investigation of appropriateness and presentation structures', Journal of Medical Internet Research, 22, http://dx.doi.org/10.2196/15823

Quiroz JC; Laranjo L; Kocaballi AB; Berkovsky S; Rezazadegan D; Coiera E, 2019, 'Challenges of developing a digital scribe to reduce clinical documentation burden', npj Digital Medicine, 2, http://dx.doi.org/10.1038/s41746-019-0190-1

Kocaballi AB; Berkovsky S; Quiroz JC; Laranjo L; Tong HL; Rezazadegan D; Briatore A; Coiera E, 2019, 'The personalization of conversational agents in health care: Systematic review', Journal of Medical Internet Research, 21, http://dx.doi.org/10.2196/15360

Kocaballi AB; Coiera E; Tong HL; White SJ; Quiroz JC; Rezazadegan F; Willcock S; Laranjo L, 2019, 'A network model of activities in primary care consultations', Journal of the American Medical Informatics Association, 26, pp. 1074 - 1082, http://dx.doi.org/10.1093/jamia/ocz046

Tong HL; Coiera E; Tong W; Wang Y; Quiroz JC; Martin P; Laranjo L, 2019, 'Efficacy of a mobile social networking intervention in promoting physical activity: Quasi-experimental study', JMIR mHealth and uHealth, 7, http://dx.doi.org/10.2196/12181

Quiroz JC; Geangu E; Yong MH, 2018, 'Emotion recognition using smart watch sensor data: Mixed-design study', JMIR Mental Health, 5, http://dx.doi.org/10.2196/10153

Quiroz JC; Mariun N; Mehrjou MR; Izadi M; Misron N; Mohd Radzi MA, 2018, 'Fault detection of broken rotor bar in LS-PMSM using random forests', Measurement: Journal of the International Measurement Confederation, 116, pp. 273 - 280, http://dx.doi.org/10.1016/j.measurement.2017.11.004

Quiroz JC; Banerjee A; Dascalu SM; Lau SL, 2018, 'Feature Selection for Activity Recognition from Smartphone Accelerometer Data', Intelligent Automation and Soft Computing, 24, http://dx.doi.org/10.1080/10798587.2017.1342400

Quiroz JC; Dascalu SM, 2017, 'Interactive Shape Perturbation', IJCA, 24, pp. 1, http://arxiv.org/abs/1706.04077v1

Quiroz JC; Dascalu SM, 2017, 'Interactive shape perturbation', International Journal of Computers and their Applications, 24, pp. 4 - 11

Banerjee A; Quiroz JC; Abu-Mahfouz I, 2016, 'Statistical comparison of feature sets for time series classification of dynamic system response', ASCE-ASME Journal of Risk and Uncertainty in Engineering Systems, Part B: Mechanical Engineering, 2, http://dx.doi.org/10.1115/1.4033542

Lee MY; Iranmanesh V; Quiroz JC, 2016, 'A New Approach to SMS Steganography using Mathematical Equations', , http://arxiv.org/abs/1607.07947v1

Quiroz JC; Banerjee A; Louis SJ; Dascalu SM, 2015, 'Collaborative Evolution of 3D Models', , pp. 493 - 510, http://dx.doi.org/10.1007/978-3-319-14956-1_28

Banerjee A; Quiroz JC; Louis SJ, 2011, 'A Computational Model of Collaborative Creativity: A Meta-Design Approach', INTERNATIONAL JOURNAL OF KNOWLEDGE AND SYSTEMS SCIENCE, 2, pp. 68 - 87, http://dx.doi.org/10.4018/jkss.2011040105

Quiroz JC; Banerjee A; Louis SJ; Dascalu SM, 2009, 'Document design with interactive evolution', Studies in Computational Intelligence, 226, pp. 309 - 319, http://dx.doi.org/10.1007/978-3-642-02937-0_28

Nicolescu M; Leigh R; Olenderski A; Louis S; Dascalu S; Miles C; Quiroz J; Aleson R, 2007, 'A training simulation system with realistic autonomous ship control', Computational Intelligence, 23, pp. 497 - 516, http://dx.doi.org/10.1111/j.1467-8640.2007.00318.x

Quiroz JC, 1998, 'Mexican political groups and the impact of the Spanish American War', CUADERNOS HISPANOAMERICANOS, pp. 59 - 72, https://www.webofscience.com/api/gateway?GWVersion=2&SrcApp=PARTNER_APP&SrcAuth=LinksAMR&KeyUT=WOS:000075523700004&DestLinkType=FullRecord&DestApp=ALL_WOS&UsrCustomerID=891bb5ab6ba270e68a29b250adbe88d1

Conference Papers

Tong HL; Quiroz JC; Laranjo L, 2021, 'IMPACT OF COVID-19 ON YOUNG ADULTS' PHYSICAL ACTIVITY: WHAT IS THE ROLE OF TECHNOLOGIES?', in ANNALS OF BEHAVIORAL MEDICINE, OXFORD UNIV PRESS INC, pp. S271 - S271, https://www.webofscience.com/api/gateway?GWVersion=2&SrcApp=PARTNER_APP&SrcAuth=LinksAMR&KeyUT=WOS:000648922700548&DestLinkType=FullRecord&DestApp=ALL_WOS&UsrCustomerID=891bb5ab6ba270e68a29b250adbe88d1

Kocaballi AB; Quiroz JC; Laranjo L; Rezazadegan D; Kocielnik R; Clark L; Liao QV; Park SY; Moore RJ; Miner A, 2020, 'Conversational agents for health and wellbeing', in Conference on Human Factors in Computing Systems - Proceedings, http://dx.doi.org/10.1145/3334480.3375154

Walton A; Quiroz J; Michael R; Crosby L; Kiefer A; Chemero A; Murphy S, 2018, 'MULTI-SCALED MEASURES OF PAIN EXPERIENCE IN YOUNG ADULTS WITH SICKLE CELL DISEASE', in ANNALS OF BEHAVIORAL MEDICINE, OXFORD UNIV PRESS INC, pp. S332 - S332, https://www.webofscience.com/api/gateway?GWVersion=2&SrcApp=PARTNER_APP&SrcAuth=LinksAMR&KeyUT=WOS:000431185201027&DestLinkType=FullRecord&DestApp=ALL_WOS&UsrCustomerID=891bb5ab6ba270e68a29b250adbe88d1

Quiroz JC; Yong MH; Geangu E, 2017, 'Emotion-recognition using smart watch accelerometer data: Preliminary findings', in UbiComp/ISWC 2017 - Adjunct Proceedings of the 2017 ACM International Joint Conference on Pervasive and Ubiquitous Computing and Proceedings of the 2017 ACM International Symposium on Wearable Computers, pp. 805 - 812, http://dx.doi.org/10.1145/3123024.3125614

Quiroz JC; Dascalu SM, 2016, 'Design and implementation of a procedural content generation web application for vertex shaders', in 25th International Conference on Software Engineering and Data Engineering, SEDE 2016, pp. 97 - 102

Banerjee A; Quiroz JC; Abu-Mahfouz I, 2015, 'Statistical Comparison of Feature Sets for Time Series Classification of Dynamical System Response', in Volume 4B: Dynamics, Vibration, and Control, American Society of Mechanical Engineers, presented at ASME 2015 International Mechanical Engineering Congress and Exposition, 13 November 2015 - 19 November 2015, http://dx.doi.org/10.1115/imece2015-51455

Chan AT; Quiroz JC; Dascalu S; Harris FC, 2015, 'An overview of brain computer interfaces', in Proceedings of the 30th International Conference on Computers and Their Applications, CATA 2015, pp. 327 - 333

Banerjee A; Quiroz JC; Abu-Mahfouz I, 2015, 'Statistical comparision of feature sets for time series classification of dynamical system response', in ASME International Mechanical Engineering Congress and Exposition, Proceedings (IMECE), http://dx.doi.org/10.1115/IMECE201551455

Quiroz JC; Banerjee A; Louis SJ, 2012, '3-D modeling using collaborative evolution', in GECCO'12 - Proceedings of the 14th International Conference on Genetic and Evolutionary Computation Companion, pp. 653 - 654, http://dx.doi.org/10.1145/2330784.2330905

Quiroz JC; Louis SJ; Banerjee A; Dascalu SM, 2009, 'Towards creative design using collaborative interactive genetic algorithms', in 2009 IEEE Congress on Evolutionary Computation, CEC 2009, pp. 1849 - 1856, http://dx.doi.org/10.1109/CEC.2009.4983166

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