Select Publications
Journal articles
2019, 'Assessment of the Data Sharing and Privacy Practices of Smartphone Apps for Depression and Smoking Cessation', JAMA Network Open, 2, http://dx.doi.org/10.1001/jamanetworkopen.2019.2542
,2019, 'Clinicians' concerns about mobile ecological momentary assessment tools designed for emerging psychiatric problems: Prospective acceptability assessment of the memind app', Journal of Medical Internet Research, 21, http://dx.doi.org/10.2196/10111
,2019, 'Stakeholder perspectives on evidence for digital mental health interventions: Implications for accreditation systems', Digital Health, 5, http://dx.doi.org/10.1177/2055207619878069
,2019, 'A Trial Protocol for the Effectiveness of Digital Interventions for Preventing Depression in Adolescents: The Future Proofing Study', , http://dx.doi.org/10.21203/rs.2.14135/v2
,2018, 'Combining postcards, crisis cards, and telephone contact into a decision-making algorithm to reduce suicide reattempt: A randomized clinical trial of a personalized brief contact intervention', Journal of Clinical Psychiatry, 79, http://dx.doi.org/10.4088/JCP.17m11631
,2018, 'The rate of reply and nature of responses to suicide-related posts on Twitter', Internet Interventions, 13, pp. 105 - 107, http://dx.doi.org/10.1016/j.invent.2018.07.004
,2018, 'Clinical review of user engagement with mental health smartphone apps: Evidence, theory and improvements', Evidence-Based Mental Health, 21, pp. 116 - 119, http://dx.doi.org/10.1136/eb-2018-102891
,2018, 'The Emerging Imperative for a Consensus Approach Toward the Rating and Clinical Recommendation of Mental Health Apps', Journal of Nervous and Mental Disease, 206, pp. 662 - 666, http://dx.doi.org/10.1097/NMD.0000000000000864
,2018, 'Smartphones, Sensors, and Machine Learning to Advance Real-Time Prediction and Interventions for Suicide Prevention: a Review of Current Progress and Next Steps', Current Psychiatry Reports, 20, http://dx.doi.org/10.1007/s11920-018-0914-y
,2018, 'The ‘BIG Anxiety Project’: Using the arts to visually explore public experiences and attitudes to anxiety', Journal of Applied Arts & Health, 9, pp. 85 - 97, http://dx.doi.org/10.1386/jaah.9.1.85_1
,2018, 'The use of virtual reality in patients with eating disorders: Systematic review', Journal of Medical Internet Research, 20, pp. e157, http://dx.doi.org/10.2196/jmir.7898
,2018, 'From eHealth to iHealth: Transition to participatory and personalized medicine in mental health', Journal of Medical Internet Research, 20, http://dx.doi.org/10.2196/jmir.7412
,2018, 'Suicide prevention: Towards integrative, innovative and individualized brief contact interventions', European Psychiatry, 47, pp. 25 - 26, http://dx.doi.org/10.1016/j.eurpsy.2017.09.006
,2018, 'Toward mhealth brief contact interventions in suicide prevention: Case series from the suicide intervention assisted by messages (SIAM) randomized controlled trial', JMIR mHealth and uHealth, 6, http://dx.doi.org/10.2196/mhealth.7780
,2018, 'Using spatiotemporal distribution of geocoded Twitter data to predict US county-level health indices', Future Generation Computer Systems, http://dx.doi.org/10.1016/j.future.2018.01.014
,2017, 'Validation of a smartphone app to map social networks of proximity', PLoS ONE, 12, pp. e0189877, http://dx.doi.org/10.1371/journal.pone.0189877
,2017, 'A Mobile Text Message Intervention to Reduce Repeat Suicidal Episodes: Design and Development of Reconnecting after a Suicide Attempt (RAFT)', JMIR Mental Health, 4, http://dx.doi.org/10.2196/mental.7500
,2017, 'Kernel-based features for predicting population health indices from geocoded social media data', Decision Support Systems, 102, pp. 22 - 31, http://dx.doi.org/10.1016/j.dss.2017.06.010
,2017, 'A Linguistic analysis of suicide-related Twitter posts', Crisis, 38, pp. 319 - 329, http://dx.doi.org/10.1027/0227-5910/a000443
,2017, 'Estimation of the prevalence of adverse drug reactions from social media', International Journal of Medical Informatics, 102, pp. 130 - 137, http://dx.doi.org/10.1016/j.ijmedinf.2017.03.013
,2017, 'Navigating Ethics in the Digital Age: Introducing Connected and Open Research Ethics (CORE), a Tool for Researchers and Institutional Review Boards.', J Med Internet Res, 19, pp. e38, http://dx.doi.org/10.2196/jmir.6793
,2017, 'Issues for eHealth in psychiatry: Results of an expert survey', Journal of Medical Internet Research, 19, pp. e55, http://dx.doi.org/10.2196/jmir.6957
,2017, 'Ecological Assessment of Clinicians' Antipsychotic Prescription Habits in Psychiatric Inpatients: A Novel Web- and Mobile Phone-Based Prototype for a Dynamic Clinical Decision Support System.', J Med Internet Res, 19, pp. e25, http://dx.doi.org/10.2196/jmir.5954
,2016, 'Quantifying app store dynamics: Longitudinal tracking of mental health apps', JMIR mHealth and uHealth, 4, http://dx.doi.org/10.2196/mhealth.6020
,2016, 'A systematic assessment of smartphone tools for suicide prevention', PLoS ONE, 11, http://dx.doi.org/10.1371/journal.pone.0152285
,2016, 'Talking suicide on Twitter: Linguistic style and language processes of suicide-related posts', EUROPEAN PSYCHIATRY, 33, pp. S274 - S274, http://dx.doi.org/10.1016/j.eurpsy.2016.01.727
,2015, 'Using linguistic and topic analysis to classify sub-groups of online depression communities', Multimedia Tools and Applications, http://dx.doi.org/10.1007/s11042-015-3128-x
,2015, 'Development of the CHARIOT research register for the prevention of Alzheimer's dementia and other late onset neurodegenerative diseases', PLoS ONE, 10, http://dx.doi.org/10.1371/journal.pone.0141806
,2015, 'Mobile apps for bipolar disorder: A systematic review of features and content quality', Journal of Medical Internet Research, 17, http://dx.doi.org/10.2196/jmir.4581
,2015, 'A cluster randomised controlled trial evaluating the effectiveness of eHealth-supported patient recruitment in primary care research: The TRANSFoRm study protocol', Implementation Science, 10, http://dx.doi.org/10.1186/s13012-015-0207-3
,2015, 'Mapping dynamic social networks in real life using participants' own smartphones', Heliyon, 1, pp. e00037, http://dx.doi.org/10.1016/j.heliyon.2015.e00037
,2015, 'Using Bluetooth Low Energy in smartphones to map social networks', arXiv preprint arXiv:1508.03938
,2015, 'We Feel: Mapping emotion on Twitter', IEEE Journal of Biomedical and Health Informatics, 19, pp. 1246 - 1252, http://dx.doi.org/10.1109/JBHI.2015.2403839
,2014, 'A pilot study: dose adaptation of capecitabine using mobile phone toxicity monitoring — supporting patients in their homes', Supportive Care in Cancer, 22, pp. 2677 - 2685, http://dx.doi.org/10.1007/s00520-014-2224-1
,2013, 'Stepwise self-titration of oral glucose-lowering medication using a mobile telephone-based telehealth platform in type 2 diabetes: A feasibility trial in primary care', Journal of Diabetes Science and Technology, 7, pp. 123 - 134, http://dx.doi.org/10.1177/193229681300700115
,2010, 'Telemedicine-supported insulin optimisation in primary care', Journal of Telemedicine and Telecare, 16, pp. 433 - 440, http://dx.doi.org/10.1258/jtt.2010.100103
,2009, 'Implementation of telehealth support for patients with type 2 diabetes using insulin treatment: An exploratory study', Informatics in Primary Care, 17, pp. 47 - 53, http://dx.doi.org/10.14236/jhi.v17i1.714
,2007, 'Application of mobile phone technology for managing chemotherapy-associated side-effects', Annals of Oncology, 18, pp. 1887 - 1892, http://dx.doi.org/10.1093/annonc/mdm354
,Conference Papers
2023, 'Evaluating a Human Detection Model in a Behaviour Analysis Pipeline for Suicide Prevention', in Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS, http://dx.doi.org/10.1109/EMBC40787.2023.10339992
,2021, 'Improved Spatio-temporal Action Localization for Surveillance Videos', in DICTA 2021 - 2021 International Conference on Digital Image Computing: Techniques and Applications, http://dx.doi.org/10.1109/DICTA52665.2021.9647106
,2019, 'Geospatial suicide clusters and emergency responses: An analysis of text messages to a crisis service', in 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), pp. 6109 - 6112, http://dx.doi.org/10.1109/EMBC.2019.8856909
,2018, 'Jointly predicting affective and mental health scores using deep neural networks of visual cues on the web', in hacid H; Cellary W; Wang H; Paik H-Y; Zhou R (eds.), Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Springer, Cham, Dubai, United Arab Emirates, pp. 100 - 110, presented at International Conference on Web Information Systems Engineering : WISE 2018, Dubai, United Arab Emirates, 12 November 2018 - 15 November 2018, http://dx.doi.org/10.1007/978-3-030-02925-8_7
,2018, 'SMCT - An Innovative Tool for Mental Health Analysis of Twitter Data', in Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS, pp. 4114 - 4117, http://dx.doi.org/10.1109/EMBC.2018.8513257
,2018, 'Apport de la fouille de données pour la prévention du risque suicidaire', Paris, France, pp. 143 - 154, presented at Conférence Internationale sur l'Extraction et la Gestion des Connaissances, Revue des Nouvelles Technologies de l'Information, Paris, France, 22 January 2018 - 26 January 2018, https://hal.archives-ouvertes.fr/hal-01694714/
,2017, 'Smartphone app to investigate the relationship between social connectivity and mental health', in Engineering in Medicine and Biology Society (EMBC), 2017 39th Annual International Conference of the IEEE, IEEE, Seogwipo, South Korea, pp. 287 - 290, presented at 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), Seogwipo, South Korea, 11 July 2017 - 15 July 2017, http://dx.doi.org/10.1109/EMBC.2017.8036818
,2017, 'Prediction of Population Health Indices from Social Media using Kernel-based Textual and Temporal Features', in Proceedings of the 26th International Conference on World Wide Web Companion, International World Wide Web Conferences Steering Committee, Perth, Australia, pp. 99 - 107, presented at International World Wide Web Conference, Perth, Australia, 03 April 2017 - 07 April 2017, http://dx.doi.org/10.1145/3041021.3054136
,2015, 'Differentiating Sub-groups of Online Depression-Related Communities Using Textual Cues', in Lecture Notes in Computer Science, Springer Verlag, Miami, FL, USA, pp. 216 - 224, presented at Web Information Systems Engineering – WISE 2015, Miami, FL, USA, 01 November 2015 - 03 November 2015, http://dx.doi.org/10.1007/978-3-319-26187-4_17
,2015, 'The use of technology in Suicide Prevention', in Engineering in Medicine and Biology Society (EMBC), Institute of Electrical and Electronics Engineers (IEEE), ITALY, Milan, pp. 7316 - 7319, presented at 2015 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), ITALY, Milan, 25 August 2015 - 29 August 2015, http://dx.doi.org/10.1109/embc.2015.7320081
,2011, 'Mobile health for drug dose optimisation', in Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS, pp. 1540 - 1543, http://dx.doi.org/10.1109/IEMBS.2011.6090449
,2008, 'Chemotherapy side-effect management using mobile phones.', in Conference proceedings : ... Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Conference, pp. 5152 - 5155
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