Language Model Applications to Spelling with Brain-Computer Interfaces Bằng Anderson Mora-Cortes, Nikolay V. Manyakov, Nikolay Chumerin, Marc M. Van Hulle

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Selecting Remote Measurement Technologies to Optimize Assessment of Function in Early Alzheimer's Disease: A Case Study Bằng Andrew P. Owens, Chris Hinds, Nikolay V. Manyakov, Thanos G. Stavropoulos, Grace Lavelle, Dianne Gove, Ana Diaz-Ponce, Dag Aarsland

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Human Factors, Human-Centered Design, and Usability of Sensor-Based Digital Health Technologies: Scoping Review Bằng Animesh Tandon, Bryan Cobb, Jacob Centra, Elena Izmailova, Nikolay V Manyakov, Samantha McClenahan, Smit Patel, Emre Sezgin, Srinivasan Vairavan, Bernard Vrijens, Jessie P Bakker

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Detecting Tonic-Clonic Seizures in Multimodal Biosignal Data From Wearables: Methodology Design and Validation Bằng Sebastian Böttcher, Elisa Bruno, Nikolay V Manyakov, Nino Epitashvili, Kasper Claes, Martin Glasstetter, Sarah Thorpe, Simon Lees, Matthias Dümpelmann, Kristof Van Laerhoven, Mark P Richardson, Andreas Schulze-Bonhage

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Automated recognition of spontaneous facial expression in individuals with autism spectrum disorder: parsing response variability Bằng Abigail Bangerter, Meenakshi Chatterjee, Joseph Manfredonia, Nikolay V. Manyakov, Seth Ness, Matthew A. Boice, Andrew Skalkin, Matthew S. Goodwin, Geraldine Dawson, Robert Hendren, Bennett Leventhal, Frederick Shic, Gahan Pandina

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Wearable Devices for Assessing Function in Alzheimer's Disease: A European Public Involvement Activity About the Features and Preferences of Patients and Caregivers Bằng Thanos G. Stavropoulos, Ioulietta Lazarou, Ioulietta Lazarou, Ana Diaz, Dianne Gove, Jean Georges, Nikolay V. Manyakov, Emilio Merlo Pich, Chris Hinds, Magda Tsolaki, Magda Tsolaki, Spiros Nikolopoulos, Ioannis Kompatsiaris, The RADAR-AD Consortium

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Relationship Between Sleep and Behavior in Autism Spectrum Disorder: Exploring the Impact of Sleep Variability Bằng Abigail Bangerter, Meenakshi Chatterjee, Nikolay V. Manyakov, Seth Ness, David Lewin, Andrew Skalkin, Matthew Boice, Matthew S. Goodwin, Geraldine Dawson, Robert Hendren, Bennett Leventhal, Frederick Shic, Frederick Shic, Anna Esbensen, Anna Esbensen, Gahan Pandina

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JAKE® Multimodal Data Capture System: Insights from an Observational Study of Autism Spectrum Disorder Bằng Seth L. Ness, Nikolay V. Manyakov, Abigail Bangerter, David Lewin, Shyla Jagannatha, Matthew Boice, Andrew Skalkin, Geraldine Dawson, Yvette M. Janvier, Matthew S. Goodwin, Robert Hendren, Bennett Leventhal, Frederick Shic, Walter Cioccia, Gahan Pandina

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Using a wearable patch to develop a digital monitoring biomarker of inflammation in response to LPS challenge Bằng Stefan Avey, Meenakshi Chatterjee, Nikolay V. Manyakov, Philip Cooper, Nina Sabins, Kenneth Mosca, Simone Mori, Frédéric Baribaud, Mark Morris, Joseph Lehar, Annemie Deiteren, Marta Cossu, Sophie Smets, Tanja Huizer, Esi Lamousé‐Smith, Kim Campbell, Ioannis Pandis

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Assessment of Physiological Signals from Photoplethysmography Sensors Compared to an Electrocardiogram Sensor: A Validation Study in Daily Life Bằng Rana Zia Ur Rehman, Meenakshi Chatterjee, Nikolay V. Manyakov, Melina Daans, Amanda Jackson, Andrea O’Brisky, Tacie Telesky, Sophie Smets, Pieter-Jan Berghmans, Dongyan Yang, Elena Reynoso, Molly V. Lucas, Yanran Huo, Vasanth T. Thirugnanam, Tommaso Mansi, Mark Morris

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Diffusion kurtosis imaging allows the early detection and longitudinal follow-up of amyloid-β-induced pathology Bằng Jelle Praet, Nikolay V. Manyakov, Leacky Muchene, Zhenhua Mai, Vasilis Terzopoulos, Steve de Backer, An Torremans, Pieter-Jan Guns, Tom Van De Casteele, Astrid Bottelbergs, Bianca Van Broeck, Jan Sijbers, Dirk Smeets, Ziv Shkedy, Luc Bijnens, Darrel J. Pemberton, Mark E. Schmidt, Annemie Van der Linden, Marleen Verhoye

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Association of real life postural transitions kinematics with fatigue in neurodegenerative and immune diseases Bằng Robbin Romijnders, Arash Atrsaei, Rana Zia Ur Rehman, Lea Strehlow, Jèrôme Massoud, Chloe Hinchliffe, Victoria Macrae, Kirsten Emmert, Ralf Reilmann, C. Janneke van der Woude, Geert Van Gassen, Frédéric Baribaud, Teemu Ahmaniemi, Meenakshi Chatterjee, Bruno Kusznir Vitturi, Clémence Pinaud, Jérôme Kalifa, Stefan Avey, Wan-Fai Ng, Clint Hansen, Nikolay V. Manyakov, Walter Maetzler

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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... Bằng 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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V3+ extends the V3 framework to ensure user-centricity and scalability of sensor-based digital health technologies Bằng Jessie P. Bakker, Roland Barge, Jacob Centra, Bryan Cobb, Chas Cota, Christine C. Guo, Bert Hartog, Nathalie Horowicz-Mehler, Elena S. Izmailova, Nikolay V. Manyakov, Samantha McClenahan, Stéphane Motola, Smit Patel, Oana Paun, Marian Schoone, Emre Sezgin, Thomas Switzer, Animesh Tandon, Willem van den Brink, Srinivasan Vairavan, Benjamin Vandendriessche, Bernard Vrijens, Jennifer C. Goldsack

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Assessing fatigue and sleep in chronic diseases using physiological signals from wearables: A pilot study Bằng Emmi Antikainen, Haneen Njoum, Jennifer Kudelka, Diogo Branco, Rana Zia Ur Rehman, Victoria Macrae, Kristen Davies, Hanna Hildesheim, Kirsten Emmert, Ralf Reilmann, Ralf Reilmann, Ralf Reilmann, C. Janneke van der Woude, Walter Maetzler, Wan-Fai Ng, Wan-Fai Ng, Patricio O’Donnell, Geert Van Gassen, Frédéric Baribaud, Ioannis Pandis, Nikolay V. Manyakov, Mark van Gils, Teemu Ahmaniemi, Meenakshi Chatterjee

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Remote monitoring technologies in Alzheimer’s disease: design of the RADAR-AD study Bằng 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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Evaluation of walking activity and gait to identify physical and mental fatigue in neurodegenerative and immune disorders: preliminary insights from the IDEA-FAST feasibility study Bằng Chloe Hinchliffe, Rana Zia Ur Rehman, Clemence Pinaud, Diogo Branco, Dan Jackson, Teemu Ahmaniemi, Tiago Guerreiro, Meenakshi Chatterjee, Nikolay V. Manyakov, Ioannis Pandis, Kristen Davies, Victoria Macrae, Svenja Aufenberg, Emma Paulides, Hanna Hildesheim, Jennifer Kudelka, Kirsten Emmert, Geert Van Gassen, Lynn Rochester, C. Janneke van der Woude, Ralf Reilmann, Walter Maetzler, Wan-Fai Ng, Silvia Del Din, the IDEA-FAST 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 Bằng 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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