Predictive modeling of treatment resistant depression using data from STAR*D and an independent clinical study. por Zhi Nie, Srinivasan Vairavan, Vaibhav A Narayan, Jieping Ye, Qingqin S Li

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Clinical Utility of Wearable Sensors and Patient-Reported Surveys in Patients With Schizophrenia: Noninterventional, Observational Study por Adrienne C Lahti, Dai Wang, Huiling Pei, Susan Baker, Vaibhav A Narayan

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Variations in the FRA10AC1 Fragile Site and 15q21 Are Associated with Cerebrospinal Fluid Aβ1-42 Level. por Qingqin S Li, Antonio R Parrado, Mahesh N Samtani, Vaibhav A Narayan, Alzheimer’s Disease Neuroimaging Initiative

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A computerized, self‐administered test of verbal episodic memory in elderly patients with mild cognitive impairment and healthy participants: A randomized, crossover, validation st... por Randall L. Morrison, Huiling Pei, Gerald Novak, Daniel I. Kaufer, Kathleen A. Welsh‐Bohmer, Stephen Ruhmel, Vaibhav A. Narayan

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Identifying depression subtypes and investigating their consistency and transitions in a 1-year cohort analysis por Carolin Oetzmann, Nicholas Cummins, Femke Lamers, Faith Matcham, Sara Siddi, Katie M. White, Josep Maria Haro, Srinivasan Vairavan, Brenda W. J. H. Penninx, Vaibhav A. Narayan, Matthew Hotopf, Ewan Carr

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Identifying depression subtypes and investigating their consistency and transitions in a 1-year cohort analysis. por Carolin Oetzmann, Nicholas Cummins, Femke Lamers, Faith Matcham, Sara Siddi, Katie M White, Josep Maria Haro, Srinivasan Vairavan, Brenda W J H Penninx, Vaibhav A Narayan, Matthew Hotopf, Ewan Carr

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Personalized relapse prediction in patients with major depressive disorder using digital biomarkers por Srinivasan Vairavan, Homa Rashidisabet, Qingqin S. Li, Seth Ness, Randall L. Morrison, Claudio N. Soares, Rudolf Uher, Benicio N. Frey, Raymond W. Lam, Sidney H. Kennedy, Madhukar Trivedi, Wayne C. Drevets, Vaibhav A. Narayan

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Lessons learned from recruiting into a longitudinal remote measurement study in major depressive disorder por Carolin Oetzmann, Katie M. White, Alina Ivan, Jessica Julie, Daniel Leightley, Grace Lavelle, Femke Lamers, Sara Siddi, Peter Annas, Sara Arranz Garcia, Josep Maria Haro, David C. Mohr, Brenda W. J. H. Penninx, Sara K. Simblett, Til Wykes, Vaibhav A. Narayan, Matthew Hotopf, Faith Matcham, 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... por 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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Automatic Assessment of the 2-Minute Walk Distance for Remote Monitoring of People with Multiple Sclerosis por Spyridon Kontaxis, Estela Laporta, Esther Garcia, Matteo Martinis, Letizia Leocani, Lucia Roselli, Mathias Due Buron, Ana Isabel Guerrero, Ana Zabala, Nicholas Cummins, Srinivasan Vairavan, Matthew Hotopf, Richard J. B. Dobson, Vaibhav A. Narayan, Maria Libera La Porta, Gloria Dalla Costa, Melinda Magyari, Per Soelberg Sørensen, Carlos Nos, Raquel Bailon, Giancarlo Comi, on behalf of the RADAR-CNS Consortium

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Predicting Depressive Symptom Severity Through Individuals’ Nearby Bluetooth Device Count Data Collected by Mobile Phones: Preliminary Longitudinal Study por 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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Remote monitoring technologies in Alzheimer’s disease: design of the RADAR-AD study por Marijn Muurling, Casper de Boer, Rouba Kozak, Dorota Religa, Ivan Koychev, Herman Verheij, Vera J. M. Nies, Alexander Duyndam, Meemansa Sood, Holger Fröhlich, Kristin Hannesdottir, Gul Erdemli, Federica Lucivero, Claire Lancaster, Chris Hinds, Thanos G. Stravopoulos, Spiros Nikolopoulos, Ioannis Kompatsiaris, Nikolay V. Manyakov, Andrew P. Owens, Vaibhav A. Narayan, Dag Aarsland, Pieter Jelle Visser, the RADAR-AD Consortium

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Longitudinal Assessment of Seasonal Impacts and Depression Associations on Circadian Rhythm Using Multimodal Wearable Sensing: Retrospective Analysis por 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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Digital endpoints in clinical trials of Alzheimer’s disease and other neurodegenerative diseases: challenges and opportunities por Anna-Katharine Brem, Anna-Katharine Brem, Sajini Kuruppu, Casper de Boer, Casper de Boer, Marijn Muurling, Marijn Muurling, Ana Diaz-Ponce, Dianne Gove, Jelena Curcic, Andrea Pilotto, Andrea Pilotto, Andrea Pilotto, Wan-Fai Ng, Wan-Fai Ng, Nicholas Cummins, Kristina Malzbender, Vera J. M. Nies, Gul Erdemli, Johanna Graeber, Vaibhav A. Narayan, Lynn Rochester, Lynn Rochester, Walter Maetzler, Dag Aarsland, Dag Aarsland

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RADAR-AD: assessment of multiple remote monitoring technologies for early detection of Alzheimer’s disease por Manuel Lentzen, Srinivasan Vairavan, Marijn Muurling, Vasilis Alepopoulos, Alankar Atreya, Merce Boada, Casper de Boer, Pauline Conde, Jelena Curcic, Giovanni Frisoni, Samantha Galluzzi, Martha Therese Gjestsen, Mara Gkioka, Margarita Grammatikopoulou, Lucrezia Hausner, Chris Hinds, Ioulietta Lazarou, Alexandre de Mendonça, Spiros Nikolopoulos, Dorota Religa, Gaetano Scebba, Pieter Jelle Visser, Gayle Wittenberg, Vaibhav A. Narayan, Neva Coello, Anna-Katharine Brem, Dag Aarsland, Holger Fröhlich, on behalf of RADAR-AD

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Longitudinal Relationships Between Depressive Symptom Severity and Phone-Measured Mobility: Dynamic Structural Equation Modeling Study por 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 por 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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Identifying amyloid pathology–related cerebrospinal fluid biomarkers for Alzheimer's disease in a multicohort study por Yuk Yee Leung, Jon B. Toledo, Alexey Nefedov, Robi Polikar, Nandini Raghavan, Sharon X. Xie, Michael Farnum, Tim Schultz, Young Baek, Vivianna M. Van Deerlin, William T. Hu, David M. Holtzman, Anne M. Fagan, Richard J. Perrin, Murray Grossman, Holly D. Soares, Mitchel A. Kling, Matthew Mailman, Steven E. Arnold, Vaibhav A. Narayan, Virginia M‐Y. Lee, Leslie M. Shaw, David Baker, Gayle M. Wittenberg, John Q. Trojanowski, Li‐San Wang, Alzheimer's Disease Neuroimaging Initiative

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Challenges in Using mHealth Data From Smartphones and Wearable Devices to Predict Depression Symptom Severity: Retrospective Analysis por 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 por 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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