RADAR-Pipeline: Scalable Feature Generation for Mobile Health Data by Heet Sankesara, Yatharth Ranjan, Pauline Conde, Zulqarnain Rashid, Akash Roy Choudhury, Amos Folarin

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RADAR-IoT: An Open-Source, Interoperable, and Extensible IoT Gateway Framework for Health Research by Yatharth Ranjan, Jiangeng Chang, Heet Sankesara, Pauline Conde, Zulqarnain Rashid, Richard J. B. Dobson, Amos Folarin

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Investigating the Use of Digital Health Technology to Monitor COVID-19 and Its Effects: Protocol for an Observational Study (Covid Collab Study) by Callum Stewart, Yatharth Ranjan, Pauline Conde, Zulqarnain Rashid, Heet Sankesara, Xi Bai, Richard J B Dobson, Amos A Folarin

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Digital Phenotyping of Mental and Physical Conditions: Remote Monitoring of Patients Through RADAR-Base Platform by Zulqarnain Rashid, Amos A Folarin, Yuezhou Zhang, Yatharth Ranjan, Pauline Conde, Heet Sankesara, Shaoxiong Sun, Callum Stewart, Petroula Laiou, Richard J B Dobson

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Identifying Digital Markers of Attention-Deficit/Hyperactivity Disorder (ADHD) in a Remote Monitoring Setting: Prospective Observational Study by Heet Sankesara, Hayley Denyer, Shaoxiong Sun, Qigang Deng, Yatharth Ranjan, Pauline Conde, Zulqarnain Rashid, Philip Asherson, Andrea Bilbow, Madeleine J Groom, Chris Hollis, Richard J B Dobson, Amos Folarin, Jonna Kuntsi

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The Feasibility of Implementing Remote Measurement Technologies in Psychological Treatment for Depression: Mixed Methods Study on Engagement by Valeria de Angel, Fadekemi Adeleye, Yuezhou Zhang, Nicholas Cummins, Sara Munir, Serena Lewis, Estela Laporta Puyal, Faith Matcham, Shaoxiong Sun, Amos A Folarin, Yatharth Ranjan, Pauline Conde, Zulqarnain Rashid, Richard Dobson, Matthew Hotopf

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Temporal Evolution of Multiday, Epileptic Functional Networks Prior to Seizure Occurrence by Petroula Laiou, Andrea Biondi, Elisa Bruno, Pedro F. Viana, Joel S. Winston, Zulqarnain Rashid, Yatharth Ranjan, Pauline Conde, Callum Stewart, Shaoxiong Sun, Yuezhou Zhang, Amos Folarin, Richard J. B. Dobson, Andreas Schulze-Bonhage, Matthias Dümpelmann, Mark P. Richardson, RADAR-CNS Consortium

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The Association Between Home Stay and Symptom Severity in Major Depressive Disorder: Preliminary Findings From a Multicenter Observational Study Using Geolocation Data From Smartph... by Petroula Laiou, Dzmitry A Kaliukhovich, Amos A Folarin, Yatharth Ranjan, Zulqarnain Rashid, Pauline Conde, Callum Stewart, Shaoxiong Sun, Yuezhou Zhang, Faith Matcham, Alina Ivan, Grace Lavelle, Sara Siddi, Femke Lamers, Brenda WJH Penninx, Josep Maria Haro, Peter Annas, Nicholas Cummins, Srinivasan Vairavan, Nikolay V Manyakov, Vaibhav A Narayan, Richard JB Dobson, Matthew Hotopf

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Predicting Depressive Symptom Severity Through Individuals’ Nearby Bluetooth Device Count Data Collected by Mobile Phones: Preliminary Longitudinal Study by Yuezhou Zhang, Amos A Folarin, Shaoxiong Sun, Nicholas Cummins, Yatharth Ranjan, Zulqarnain Rashid, Pauline Conde, Callum Stewart, Petroula Laiou, Faith Matcham, Carolin Oetzmann, Femke Lamers, Sara Siddi, Sara Simblett, Aki Rintala, David C Mohr, Inez Myin-Germeys, Til Wykes, Josep Maria Haro, Brenda W J H Penninx, Vaibhav A Narayan, Peter Annas, Matthew Hotopf, Richard J B Dobson

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Longitudinal Assessment of Seasonal Impacts and Depression Associations on Circadian Rhythm Using Multimodal Wearable Sensing: Retrospective Analysis by Yuezhou Zhang, Amos A Folarin, Shaoxiong Sun, Nicholas Cummins, Yatharth Ranjan, Zulqarnain Rashid, Callum Stewart, Pauline Conde, Heet Sankesara, Petroula Laiou, Faith Matcham, Katie M White, Carolin Oetzmann, Femke Lamers, Sara Siddi, Sara Simblett, Srinivasan Vairavan, Inez Myin-Germeys, David C Mohr, Til Wykes, Josep Maria Haro, Peter Annas, Brenda WJH Penninx, Vaibhav A Narayan, Matthew Hotopf, Richard JB Dobson

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Longitudinal Relationships Between Depressive Symptom Severity and Phone-Measured Mobility: Dynamic Structural Equation Modeling Study by Yuezhou Zhang, Amos A Folarin, Shaoxiong Sun, Nicholas Cummins, Srinivasan Vairavan, Rebecca Bendayan, Yatharth Ranjan, Zulqarnain Rashid, Pauline Conde, Callum Stewart, Petroula Laiou, Heet Sankesara, Faith Matcham, Katie M White, Carolin Oetzmann, Alina Ivan, Femke Lamers, Sara Siddi, Elisabet Vilella, Sara Simblett, Aki Rintala, Stuart Bruce, David C Mohr, Inez Myin-Germeys, Til Wykes, Josep Maria Haro, Brenda WJH Penninx, Vaibhav A Narayan, Peter Annas, Matthew Hotopf, Richard JB Dobson

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Associations Between Depression Symptom Severity and Daily-Life Gait Characteristics Derived From Long-Term Acceleration Signals in Real-World Settings: Retrospective Analysis by Yuezhou Zhang, Amos A Folarin, Shaoxiong Sun, Nicholas Cummins, Srinivasan Vairavan, Linglong Qian, Yatharth Ranjan, Zulqarnain Rashid, Pauline Conde, Callum Stewart, Petroula Laiou, Heet Sankesara, Faith Matcham, Katie M White, Carolin Oetzmann, Alina Ivan, Femke Lamers, Sara Siddi, Sara Simblett, Aki Rintala, David C Mohr, Inez Myin-Germeys, Til Wykes, Josep Maria Haro, Brenda W J H Penninx, Vaibhav A Narayan, Peter Annas, Matthew Hotopf, Richard J B Dobson

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Challenges in Using mHealth Data From Smartphones and Wearable Devices to Predict Depression Symptom Severity: Retrospective Analysis by Shaoxiong Sun, Amos A Folarin, Yuezhou Zhang, Nicholas Cummins, Rafael Garcia-Dias, Callum Stewart, Yatharth Ranjan, Zulqarnain Rashid, Pauline Conde, Petroula Laiou, Heet Sankesara, Faith Matcham, Daniel Leightley, Katie M White, Carolin Oetzmann, Alina Ivan, Femke Lamers, Sara Siddi, Sara Simblett, Raluca Nica, Aki Rintala, David C Mohr, Inez Myin-Germeys, Til Wykes, Josep Maria Haro, Brenda W J H Penninx, Srinivasan Vairavan, Vaibhav A Narayan, Peter Annas, Matthew Hotopf, Richard J B Dobson

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Long-term participant retention and engagement patterns in an app and wearable-based multinational remote digital depression study by Yuezhou Zhang, Abhishek Pratap, Amos A. Folarin, Shaoxiong Sun, Nicholas Cummins, Faith Matcham, Srinivasan Vairavan, Judith Dineley, Yatharth Ranjan, Zulqarnain Rashid, Pauline Conde, Callum Stewart, Katie M. White, Carolin Oetzmann, Alina Ivan, Femke Lamers, Sara Siddi, Carla Hernández Rambla, Sara Simblett, Raluca Nica, David C. Mohr, Inez Myin-Germeys, Til Wykes, Josep Maria Haro, Brenda W. J. H. Penninx, Peter Annas, Vaibhav A. Narayan, Matthew Hotopf, Richard J. B. Dobson, RADAR-CNS consortium

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Autonomic response to walk tests is useful for assessing outcome measures in people with multiple sclerosis by Spyridon Kontaxis, Spyridon Kontaxis, Estela Laporta, Estela Laporta, Esther Garcia, Esther Garcia, Ana Isabel Guerrero, Ana Zabalza, Martinis Matteo, Roselli Lucia, Sara Simblett, Janice Weyer, Matthew Hotopf, Vaibhav A. Narayan, Zulqarnain Rashid, Amos A. Folarin, Amos A. Folarin, Richard J. B. Dobson, Richard J. B. Dobson, Mathias Due Buron, Letizia Leocani, Nicholas Cummins, Srinivasan Vairavan, Gloria Dalla Costa, Melinda Magyari, Per Soelberg Sørensen, Carlos Nos, Raquel Bailón, Raquel Bailón, Giancarlo Comi, Giancarlo Comi, the RADAR-CNS Consortium

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Remote Assessment of Disease and Relapse in Major Depressive Disorder (RADAR-MDD): recruitment, retention, and data availability in a longitudinal remote measurement study by Faith Matcham, Daniel Leightley, Sara Siddi, Femke Lamers, Katie M. White, Peter Annas, Giovanni de Girolamo, Sonia Difrancesco, Josep Maria Haro, Melany Horsfall, Alina Ivan, Grace Lavelle, Qingqin Li, Federica Lombardini, David C. Mohr, Vaibhav A. Narayan, Carolin Oetzmann, Brenda W. J. H. Penninx, Stuart Bruce, Raluca Nica, Sara K. Simblett, Til Wykes, Jens Christian Brasen, Inez Myin-Germeys, Aki Rintala, Pauline Conde, Richard J. B. Dobson, Amos A. Folarin, Callum Stewart, Yatharth Ranjan, Zulqarnain Rashid, Nick Cummins, Nikolay V. Manyakov, Srinivasan Vairavan, Matthew Hotopf, on behalf of the RADAR-CNS consortium

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Characterising illness stages and recovery trajectories of eating disorders in young people via remote measurement technology (STORY): a multi-centre prospective cohort study proto... by Carina Kuehne, Matthew D. Phillips, Sarah Moody, Callum Bryson, Iain C. Campbell, Pauline Conde, Nicholas Cummins, Sylvane Desrivières, Judith Dineley, Richard Dobson, Daire Douglas, Amos Folarin, Lucy Gallop, Amelia Hemmings, Başak İnce, Luke Mason, Zulqarnain Rashid, Alice Bromell, Christopher Sims, Karina Allen, Chantal Bailie, Parveen Bains, Mike Basher, Francesca Battisti, Julian Baudinet, Katherine Bristow, Nicola Dawson, Lizzie Dodd, Victoria Frater, Robert Freudenthal, Beth Gripton, Carol Kan, Joel W. T. Khor, Nicus Kotze, Stuart Laverack, Lee Martin, Sarah Maxwell, Sarah McDonald, Delysia McKnight, Ruairidh McKay, Jessica Merrin, Mel Nash, Dasha Nicholls, Shirlie Palmer, Samantha Pearce, Catherine Roberts, Lucy Serpell, Emilia Severs, Mima Simic, Amelia Staton, Sian Westaway, Helen Sharpe, Ulrike Schmidt, EDIFY consortium

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Correction: Characterising illness stages and recovery trajectories of eating disorders in young people via remote measurement technology (STORY): a multi-centre prospective cohort... by Carina Kuehne, Matthew D. Phillips, Sarah Moody, Callum Bryson, Iain C. Campbell, Pauline Conde, Nicholas Cummins, Sylvane Desrivières, Judith Dineley, Richard Dobson, Daire Douglas, Amos Folarin, Lucy Gallop, Amelia Hemmings, Başak İnce, Luke Mason, Zulqarnain Rashid, Alice Bromell, Christopher Sims, Karina Allen, Chantal Bailie, Parveen Bains, Mike Basher, Francesca Battisti, Julian Baudinet, Katherine Bristow, Nicola Dawson, Lizzie Dodd, Victoria Frater, Robert Freudenthal, Beth Gripton, Carol Kan, Joel W. T. Khor, Nicus Kotze, Stuart Laverack, Lee Martin, Sarah Maxwell, Sarah McDonald, Delysia McKnight, Ruairidh McKay, Jessica Merrin, Mel Nash, Dasha Nicholls, Shirlie Palmer, Samantha Pearce, Catherine Roberts, Lucy Serpell, Emilia Severs, Mima Simic, Amelia Staton, Sian Westaway, Helen Sharpe, Ulrike Schmidt, EDIFY consortium

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